hc_res_003_sample.csv

patient_id,age_years,age_group,sex,race_ethnicity,insurance_type,geographic_region,nursing_home_resident_flag,prior_hospitalization_90d_flag,pneumonia_type,etiology_category,causative_organism,mrsa_flag,drug_resistant_flag,icd10_primary_code,snomed_code,chest_xray_finding,procalcitonin_ng_ml,crp_mg_l,wbc_x10_9_l,blood_culture_result,urine_antigen_test,time_to_antibiotics_hrs,temperature_celsius,heart_rate_bpm,respiratory_rate_per_min,sbp_mmhg,dbp_mmhg,map_mmhg,spo2_pct,gcs_total,height_cm,weight_kg,bmi_kg_m2,fever_flag,hypotension_flag,hypoxemia_flag,tachypnea_flag,hemoglobin_g_dl,platelet_x10_9,neutrophil_pct,lymphocyte_pct,neutrophil_lymphocyte_ratio,sodium_meq_l,bun_mg_dl,urea_mmol_l,creatinine_mg_dl,glucose_mg_dl,albumin_g_dl,lactate_mmol_l,d_dimer_ng_ml,ferritin_ng_ml,il6_pg_ml,troponin_i_ng_ml,aki_flag,thrombocytopenia_flag,hyponatremia_flag,hyperglycemia_flag,abg_ph,abg_pao2_mmhg,abg_paco2_mmhg,abg_hco3_meq_l,abg_sao2_pct,abg_lactate_mmol_l,fio2_decimal,respiratory_acidosis_flag,metabolic_acidosis_flag,curb65_score,curb65_confusion_flag,curb65_urea_flag,curb65_rr_flag,curb65_sbp_flag,curb65_age_flag,psi_score,psi_risk_class,smart_cop_score,sofa_score,sofa_respiratory,sofa_coagulation,sofa_liver,sofa_cardiovascular,sofa_renal,sofa_cns,apache_ii_score,news2_score,pf_ratio,ards_berlin_category,sepsis_flag,septic_shock_flag,ats_major_criteria_flag,severity_final,oxygen_delivery_device,intubation_flag,intubation_timing_hours,ventilator_days,tidal_volume_ml_kg_ibw,peep_cmh2o,driving_pressure_cmh2o,plateau_pressure_cmh2o,prone_positioning_flag,ecmo_flag,niv_flag,hfnc_flag,sbt_flag,extubation_success_flag,reintubation_flag,empiric_regimen,antibiotic_1_name,antibiotic_1_dose_mg,antibiotic_1_frequency,antibiotic_1_route,antibiotic_1_duration_days,antibiotic_2_flag,antibiotic_2_name,antibiotic_escalation_flag,antibiotic_de_escalation_flag,antibiotic_oral_switch_flag,corticosteroid_flag,corticosteroid_indication,dexamethasone_dose_mg,antiviral_flag,antifungal_flag,vasopressor_flag,c_diff_flag,procalcitonin_serial_flag,procalcitonin_nadir_ng_ml,copd_flag,heart_failure_flag,diabetes_flag,ckd_flag,cad_flag,immunosuppression_flag,hiv_flag,malignancy_flag,smoking_status,alcohol_use_flag,clinical_frailty_score,influenza_vaccine,pneumococcal_vaccine,aspiration_risk_flag,icu_admission_flag,icu_los_days,hospital_los_days,inpatient_mortality_flag,time_to_death_days,mortality_30d_flag,mortality_90d_flag,pleural_effusion_flag,empyema_flag,aki_hospital_flag,new_onset_afib_flag,secondary_bacteremia_flag,discharge_disposition,readmission_30d_flag,readmission_90d_flag,time_to_clinical_stability_days,total_hospital_cost_usd
1,42.0,Adult,Male,White,Private,Suburban,0,1,CAP,Atypical,C_pneumoniae,0,0,J18.9,233604007,Lobar_Consolidation,0.188,69.1,6.7,Negative,Pneumococcal_pos,0.5,37.7,70,38,79,70,73.0,89,11,158.0,89.2,35.7,0,1,1,1,12.5,155,84.2,20.2,4.2,132.2,28.0,10.0,2.28,162,3.1,3.6,375,731,41.6,0.094,1,0,1,0,7.34,122,29.1,20.3,86.4,3.3,0.66,0,1,4,1,1,1,1,0,56,II,6,7,1,1,0,2,1,2,21,8,184,Moderate,0,0,0,Critical,NIV,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,1,0,0,0,0,CAP_ICU,Ceftriaxone,2000,q24h,IV,5,1,Azithromycin,0,1,1,0,None,0.0,0,0,0,0,1,0.047,0,1,0,0,0,1,0,0,Never,0,2,Current,Both,0,0,0.0,3.9,1,3.4,1,1,0,0,0,0,0,Died,0,0,2.1,43154
2,68.4,Elderly,Female,White,Medicare,Urban,1,0,HAP,Bacterial,K_pneumoniae_MDR,0,0,J18.9,64667001,Multilobar,8.451,12.2,13.8,Positive,Pneumococcal_pos,0.4,37.7,123,41,104,60,74.7,80,13,163.5,60.6,22.7,0,0,1,1,12.6,137,86.2,12.2,7.1,133.9,21.7,7.8,1.85,203,2.9,3.5,608,3431,23.8,1.515,1,0,1,1,7.41,100,36.5,26.6,90.9,0.5,0.49,0,0,4,1,1,1,0,1,103,IV,4,5,2,1,1,0,0,1,8,6,203,Mild,0,0,0,Critical,HFNC,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,1,0,0,0,HAP_Non_VAP,Piperacillin_Tazobactam,4500,q6h,IV,9,0,None,1,0,1,0,None,0.0,0,0,0,0,0,2.466,1,0,0,0,0,0,0,1,Current,0,4,Prior_Year,Neither,0,0,0.0,3.9,0,,0,0,0,0,0,0,0,LTAC_or_SNF,1,0,3.7,5000
3,76.0,Elderly,Female,White,Private,Suburban,0,0,HAP,Bacterial,S_aureus_MSSA,0,0,J15.21,64667001,Patchy_Infiltrate,10.343,235.8,19.7,Negative,Negative,5.6,41.5,99,18,111,55,73.7,94,11,177.0,83.0,26.5,1,0,0,0,6.3,222,94.0,13.2,7.1,132.1,52.3,18.7,1.68,206,1.8,3.2,189,7782,32.6,0.15,1,0,1,1,7.27,40,30.5,22.1,88.6,6.1,0.52,0,0,3,1,1,0,0,1,121,IV,3,7,3,1,0,1,0,2,17,7,50,Severe,1,1,1,Critical,IMV_ECMO,1,4.3,19.8,5.5,5.2,17.8,17.8,0,1,0,0,1,1,0,HAP_Non_VAP,Piperacillin_Tazobactam,4500,q6h,IV,6,0,None,0,0,1,0,None,0.0,0,0,0,0,0,2.895,0,0,1,0,1,0,0,0,Never,0,7,Current,Neither,0,1,7.1,7.3,0,,0,0,1,1,0,0,0,LTAC_or_SNF,0,0,2.1,60662
4,70.6,Elderly,Female,Hispanic,Uninsured,Urban,0,0,HAP,Bacterial,E_coli,0,1,J18.9,64667001,Lobar_Consolidation,3.773,48.8,16.4,Negative,Negative,1.6,40.5,160,15,90,73,78.7,88,11,167.6,99.5,35.4,1,0,1,0,17.7,217,74.7,13.3,5.6,138.2,15.5,5.5,1.67,141,3.1,3.4,989,118,5.2,0.822,1,0,0,0,7.32,137,37.7,16.0,88.5,3.7,0.67,0,1,2,1,0,0,0,1,95,IV,5,5,1,2,0,0,0,2,18,5,203,Mild,0,0,0,Moderate,Nasal_Cannula,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,0,0,0,0,HAP_Non_VAP,Piperacillin_Tazobactam,4500,q6h,IV,7,1,Azithromycin,0,0,1,0,None,0.0,0,0,0,0,0,1.244,0,0,0,0,0,0,0,0,Never,0,5,Current,PCV13_only,0,0,0.0,6.2,0,,0,0,1,0,1,0,0,Home_with_Services,1,1,1.4,17416
5,3.5,Pediatric,Male,White,Medicare,Urban,0,0,CAP,Fungal,P_jirovecii,0,0,J18.9,233604007,Patchy_Infiltrate,0.169,46.2,15.0,Negative,Pneumococcal_pos,9.5,40.5,97,27,139,49,79.0,91,9,178.9,54.2,16.9,1,0,1,1,13.5,192,75.4,15.6,4.8,136.2,28.0,10.0,2.61,129,2.4,1.5,4581,73,355.7,0.314,1,0,0,0,7.52,41,29.3,16.6,89.4,0.5,0.83,0,0,2,1,1,0,0,0,40,I,4,10,4,0,0,2,1,3,30,4,50,Severe,1,0,1,Critical,IMV,1,16.5,14.2,6.5,10.6,20.8,16.6,1,0,0,0,0,0,0,CAP_ICU,Ceftriaxone,2000,q24h,IV,10,1,Azithromycin,0,0,1,1,COVID_O2_Requiring,10.3,0,1,1,0,1,0.018,0,0,1,0,0,0,0,0,Current,1,2,Current,Neither,0,1,1.7,1.9,1,0.6,1,1,0,0,0,0,0,Died,0,0,1.6,28288
6,43.9,Adult,Male,Asian,Uninsured,Urban,1,0,HAP,Bacterial,S_aureus_MRSA,1,0,J15.212,64667001,Lobar_Consolidation,10.071,144.0,7.0,Contaminated,Negative,4.8,38.4,143,28,123,79,93.7,92,13,151.4,81.4,35.5,1,0,0,1,11.2,247,88.5,7.4,11.9,140.9,30.5,10.9,1.88,60,2.8,2.6,159,693,16.2,1.536,1,0,0,0,7.36,132,38.2,15.6,95.0,2.0,0.55,0,0,2,1,1,0,0,0,12,I,4,5,2,1,0,0,1,1,14,5,241,Mild,1,0,0,Moderate,NIV,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,1,0,0,0,0,HAP_Non_VAP,Piperacillin_Tazobactam,4500,q6h,IV,13,1,Azithromycin,1,0,1,1,COVID_O2_Requiring,6.0,0,0,0,0,0,1.081,1,0,0,0,0,0,0,0,Never,0,1,Current,PCV13_only,0,0,0.0,1.5,0,,0,0,0,0,1,0,0,Home_with_Services,0,0,3.1,22491
7,70.0,Elderly,Male,White,Uninsured,Rural,0,0,HAP,Bacterial,S_aureus_MRSA,1,0,J15.212,64667001,Patchy_Infiltrate,2.275,331.9,14.4,Negative,Negative,0.6,39.4,126,28,70,71,70.7,90,13,164.6,109.5,40.4,1,1,1,1,9.5,125,78.8,15.2,5.2,142.5,32.3,11.5,2.22,157,3.3,2.5,1046,882,14.7,0.101,1,0,0,0,7.41,174,41.0,25.7,86.5,4.5,0.61,0,0,4,1,1,0,1,1,114,IV,8,2,0,0,0,1,0,1,24,6,285,Mild,1,1,1,Critical,IMV,1,19.4,13.3,6.0,4.6,18.7,20.2,0,0,0,0,1,1,0,HAP_Non_VAP,Piperacillin_Tazobactam,4500,q6h,IV,9,0,Vancomycin,0,0,0,0,None,0.0,0,0,1,0,1,0.289,0,1,0,0,1,1,0,0,Former,0,5,Current,Neither,0,1,2.1,2.3,0,,0,0,0,0,0,1,0,LTAC_or_SNF,0,0,1.0,38610
8,60.5,Adult,Male,Hispanic,Medicaid,Suburban,0,0,CAP,Viral,Influenza_A,0,0,J09.X1,233604007,Multilobar,0.072,202.6,15.1,Negative,Negative,0.5,38.2,84,27,80,66,70.7,91,11,146.7,52.0,24.1,0,1,1,1,13.8,122,75.6,11.0,6.9,139.4,17.5,6.2,1.51,110,2.7,3.8,1163,60,42.4,0.05,1,0,0,0,7.48,136,38.1,28.4,89.9,4.8,0.47,0,0,2,1,0,0,1,0,103,IV,6,4,0,0,0,2,0,2,17,4,291,Mild,1,0,0,Moderate,Room_Air,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,0,0,0,0,CAP_Inpatient_Non_ICU,Ceftriaxone,1000,q24h,IV,8,1,Azithromycin,0,1,1,0,None,0.0,1,0,0,0,0,0.028,0,0,0,1,0,0,0,0,Current,0,1,Current,Neither,0,0,0.0,3.0,0,,0,0,1,0,0,0,0,Home_with_Services,1,0,6.8,17837
9,6.0,Pediatric,Male,Hispanic,Private,Urban,0,0,CAP,Viral,Influenza_A,0,0,J09.X1,233604007,Patchy_Infiltrate,0.274,26.2,10.3,Negative,Negative,4.7,38.0,112,25,88,67,74.0,91,13,163.3,105.4,39.5,0,1,1,1,12.4,147,94.2,9.4,10.1,137.5,9.6,3.4,3.24,179,2.6,4.0,424,471,42.6,0.567,1,0,0,0,7.31,91,36.3,26.1,88.6,2.4,0.5,0,0,2,1,0,0,1,0,50,I,6,8,2,2,0,2,1,1,17,6,183,Moderate,0,0,0,Moderate,Nasal_Cannula,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,0,0,0,0,CAP_Inpatient_Non_ICU,Ceftriaxone,1000,q24h,IV,8,0,None,0,0,1,0,None,0.0,1,0,0,0,0,0.048,0,0,1,0,0,0,0,0,Current,0,1,Never,Neither,0,0,0.0,8.1,0,,0,0,0,0,1,0,0,Home_with_Services,0,0,2.6,13150
10,78.1,Elderly,Male,White,Private,Suburban,1,0,HAP,Fungal,Candida_spp,0,1,J18.9,64667001,Patchy_Infiltrate,0.449,75.0,17.6,Negative,Negative,5.2,38.4,117,20,140,56,84.0,87,13,156.5,115.6,47.2,1,0,1,0,12.0,156,66.5,20.6,3.2,139.6,18.5,6.6,2.29,140,3.3,3.3,2161,903,11.2,0.037,1,0,0,0,7.4,153,41.3,22.1,96.4,0.5,0.43,0,0,2,1,0,0,0,1,107,IV,5,6,0,1,0,2,2,1,25,5,355,None,0,0,0,Moderate,Nasal_Cannula,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,0,0,0,0,HAP_Non_VAP,Piperacillin_Tazobactam,4500,q6h,IV,11,1,Azithromycin,0,1,0,1,CAP_Severe,6.0,0,1,0,0,1,0.072,0,0,0,0,0,0,0,0,Current,0,2,Prior_Year,Both,0,0,0.0,7.2,0,,0,0,0,0,1,0,0,Home_with_Services,1,0,3.9,11869
11,87.2,Elderly,Male,Hispanic,Private,Urban,1,0,CAP,Viral,Influenza_A,0,0,J09.X1,233604007,Lobar_Consolidation,0.038,23.1,18.8,Negative,Pneumococcal_pos,4.4,40.1,99,21,127,79,95.0,86,10,182.1,75.1,22.7,1,0,1,0,12.7,54,95.0,9.3,10.2,138.5,15.3,5.5,2.41,145,3.7,4.9,252,58,9.5,0.163,1,1,0,0,7.51,59,46.4,16.9,92.5,4.5,0.43,0,0,2,1,0,0,0,1,118,IV,5,8,2,1,1,1,1,2,17,4,137,Moderate,0,0,0,Moderate,Nasal_Cannula,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,0,0,0,0,CAP_Inpatient_Non_ICU,Ceftriaxone,1000,q24h,IV,9,0,None,0,0,1,1,COVID_O2_Requiring,20.0,1,0,0,0,1,0.01,1,0,0,0,0,0,0,0,Current,0,8,Never,Neither,0,0,0.0,1.2,0,,0,0,0,0,0,0,0,Home_with_Services,0,1,3.8,24319
12,91.9,Elderly,Female,White,Medicaid,Urban,0,0,HAP,Bacterial,S_aureus_MSSA,0,0,J15.21,64667001,Patchy_Infiltrate,12.645,191.0,12.2,Negative,Negative,4.2,39.8,121,24,138,71,93.3,89,11,172.5,72.5,24.3,1,0,1,1,11.3,151,74.9,19.6,3.8,136.3,49.5,17.7,1.06,191,2.9,2.2,449,96,27.0,1.109,0,0,0,1,7.4,85,34.4,17.9,92.6,3.4,0.63,0,0,3,1,1,0,0,1,108,IV,5,4,1,0,1,0,0,2,17,5,136,Moderate,0,0,0,Severe,Simple_Mask,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,0,0,0,0,HAP_Non_VAP,Piperacillin_Tazobactam,4500,q6h,IV,9,1,Azithromycin,0,0,0,0,None,0.0,0,0,1,0,0,2.763,0,0,0,0,0,0,0,0,Never,0,2,Current,Both,0,0,0.0,2.7,0,,0,0,1,0,1,0,0,SNF_or_Rehab,0,1,2.7,28989
13,84.7,Elderly,Female,Hispanic,Medicare,Urban,0,0,CAP,Atypical,M_pneumoniae,0,0,J15.7,233604007,Lobar_Consolidation,0.042,66.1,18.0,Positive,Negative,8.5,38.0,117,28,112,74,86.7,88,11,179.2,102.7,32.0,0,0,1,1,12.6,276,88.8,15.9,5.6,136.5,53.8,19.2,1.59,169,4.0,1.4,127,139,141.5,0.016,1,0,0,0,7.53,85,39.0,18.7,99.0,0.5,0.46,0,0,3,1,1,0,0,1,118,IV,6,7,0,0,2,1,2,2,16,6,184,Moderate,1,0,0,Severe,HFNC,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,1,0,0,0,CAP_Inpatient_Non_ICU,Ceftriaxone,1000,q24h,IV,9,0,None,0,0,1,1,COVID_O2_Requiring,12.0,0,0,0,0,1,0.015,0,0,0,0,0,0,0,0,Former,0,2,Never,Neither,0,0,0.0,2.2,0,,0,0,0,0,0,0,0,SNF_or_Rehab,0,0,2.0,5000
14,63.4,Adult,Male,White,Uninsured,Rural,0,1,CAP,Bacterial,H_influenzae,0,0,J14,233604007,Lobar_Consolidation,66.333,122.8,14.4,Negative,Pneumococcal_pos,7.5,38.8,117,23,104,75,84.7,95,12,163.3,75.9,28.5,1,0,0,1,13.0,244,80.1,4.1,19.3,131.9,29.3,10.5,1.67,155,2.5,2.3,630,323,59.9,0.294,1,0,1,0,7.33,221,43.9,21.8,100.0,3.3,0.69,0,1,2,1,1,0,0,0,78,III,1,6,0,1,0,0,3,2,13,2,320,None,0,0,0,Moderate,NIV,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,1,0,0,0,0,CAP_Inpatient_Non_ICU,Ceftriaxone,1000,q24h,IV,4,0,None,0,0,1,0,None,0.0,0,0,0,0,0,18.969,0,0,0,0,0,0,0,0,Never,0,1,Prior_Year,Both,0,0,0.0,2.4,0,,0,0,1,0,1,0,0,Home_with_Services,0,0,1.8,13808
15,70.3,Elderly,Male,Black,Private,Suburban,0,0,CAP,Viral,Influenza_A,0,0,J09.X1,233604007,Interstitial,0.07,62.0,20.2,Positive,Negative,2.2,39.6,103,22,88,62,70.7,92,13,156.8,28.2,11.5,1,1,0,1,12.4,233,83.1,23.2,3.6,139.9,10.5,3.8,2.01,222,2.5,0.5,443,1079,19.7,0.634,1,0,0,1,7.49,53,39.7,28.1,95.0,3.1,0.47,0,0,3,1,0,0,1,1,92,IV,7,5,3,0,0,1,0,1,21,5,113,Moderate,0,0,0,Severe,NIV,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,1,0,0,0,0,CAP_Inpatient_Non_ICU,Ceftriaxone,1000,q24h,IV,9,0,None,0,1,0,1,COVID_O2_Requiring,9.2,1,0,0,0,1,0.01,0,0,0,0,0,0,0,0,Former,0,2,Never,PCV13_only,0,0,0.0,2.1,1,1.7,1,1,1,0,1,0,0,Died,0,0,6.5,21749
16,76.5,Elderly,Female,Other,Medicaid,Suburban,0,0,HAP,Unknown,Unknown,0,1,J18.9,64667001,Patchy_Infiltrate,0.934,72.3,26.0,Negative,Negative,5.0,38.8,90,31,109,48,68.3,85,14,156.4,77.8,31.8,1,0,1,1,11.7,183,79.9,14.2,5.6,135.0,43.0,15.4,2.95,198,2.2,1.2,1629,351,192.7,0.247,1,0,0,1,7.35,149,21.5,26.7,91.4,3.0,0.56,0,0,4,1,1,1,0,1,102,IV,6,4,0,1,1,1,0,1,14,6,265,Mild,0,0,0,Critical,IMV,1,9.6,7.2,7.6,6.4,15.6,20.0,0,0,0,0,1,0,0,HAP_Non_VAP,Piperacillin_Tazobactam,4500,q6h,IV,5,1,Azithromycin,0,0,1,1,CAP_Severe,10.7,0,0,0,0,0,0.32,0,1,0,0,0,0,0,0,Former,0,4,Current,Neither,0,0,0.0,1.4,0,,0,0,0,0,0,0,0,LTAC_or_SNF,0,1,1.0,14700
17,66.8,Elderly,Female,White,Medicare,Urban,0,0,HAP,Bacterial,K_pneumoniae_MDR,0,0,J18.9,64667001,Patchy_Infiltrate,20.709,240.9,9.2,Contaminated,Negative,2.8,39.1,103,24,106,81,89.3,89,10,170.9,90.3,30.9,1,0,1,1,14.4,294,89.3,17.0,5.3,142.1,16.7,6.0,2.01,140,2.3,3.5,225,442,25.3,0.053,1,0,0,0,7.36,43,31.0,20.3,87.2,1.3,0.66,0,0,2,1,0,0,0,1,74,III,3,8,3,1,1,0,1,2,30,5,65,Severe,1,0,1,Critical,Simple_Mask,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,0,0,0,0,HAP_Non_VAP,Piperacillin_Tazobactam,4500,q6h,IV,9,0,None,0,0,0,1,ARDS,6.0,0,0,0,0,1,7.889,0,0,0,0,0,0,0,0,Never,1,6,Never,PCV13_only,0,1,4.6,7.2,0,,0,0,0,0,0,0,0,LTAC_or_SNF,0,0,5.3,13205
18,0.0,Pediatric,Female,Hispanic,Medicare,Urban,0,0,CAP,Bacterial,S_pneumoniae,0,0,J13,233604007,Lobar_Consolidation,4.049,44.5,17.6,Negative,Negative,0.5,39.1,102,27,111,80,90.3,93,13,187.9,96.3,27.3,1,0,0,1,8.9,133,75.7,22.5,3.4,140.9,17.2,6.1,0.94,133,3.5,0.5,146,8921,22.9,0.081,0,0,0,0,7.44,47,41.3,14.3,95.7,0.9,0.42,0,0,1,1,0,0,0,0,25,I,2,5,3,0,1,0,0,1,12,5,111,Moderate,0,0,0,Mild,Nasal_Cannula,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,0,0,0,0,CAP_Mild_Outpatient,Amoxicillin,1000,q8h,PO,6,0,None,1,0,0,0,None,0.0,0,0,0,0,0,1.213,0,0,0,0,0,0,0,0,Current,0,2,Current,PPSV23_only,1,0,0.0,1.6,0,,0,0,1,1,0,0,0,Home,0,1,5.5,8010
19,77.4,Elderly,Male,Black,Private,Suburban,0,0,CAP,Bacterial,S_pneumoniae,0,0,J13,233604007,Interstitial,18.172,185.3,20.8,Positive,Negative,8.7,39.2,68,19,141,64,89.7,91,12,172.5,60.6,20.4,1,0,1,0,10.3,132,74.3,24.5,3.0,134.2,18.8,6.7,1.3,184,2.8,0.6,705,85,22.4,0.05,0,0,1,1,7.38,104,33.6,18.1,93.2,1.7,0.45,0,0,2,1,0,0,0,1,115,IV,5,4,1,0,0,0,1,2,8,5,233,Mild,1,0,0,Moderate,Nasal_Cannula,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,0,0,0,0,CAP_Inpatient_Non_ICU,Ceftriaxone,1000,q24h,IV,10,0,None,0,0,1,0,None,0.0,0,0,0,0,1,4.684,0,1,1,0,1,0,0,0,Never,0,6,Current,PCV13_only,0,0,0.0,3.0,0,,0,0,0,0,1,0,0,Home_with_Services,0,0,1.8,26259
20,64.1,Adult,Female,White,Private,Urban,0,0,CAP,Bacterial,K_pneumoniae,0,0,J15.0,233604007,Lobar_Consolidation,3.993,118.5,9.4,Negative,Negative,0.5,39.1,105,17,110,76,87.3,92,11,163.9,74.1,27.6,1,0,0,0,11.9,279,95.0,16.8,5.7,141.8,20.1,7.2,1.92,160,2.5,2.0,2137,133,42.2,0.146,1,0,0,0,7.39,144,44.7,27.5,96.6,2.7,0.46,0,0,2,1,1,0,0,0,68,II,3,3,0,0,0,0,1,2,11,4,309,None,1,0,0,Moderate,Simple_Mask,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,0,0,0,0,CAP_Inpatient_Non_ICU,Ceftriaxone,1000,q24h,IV,8,1,Azithromycin,0,0,1,1,COVID_O2_Requiring,7.3,0,0,0,0,0,1.138,1,0,0,0,0,0,0,0,Former,1,2,Current,PPSV23_only,0,0,0.0,1.5,0,,0,0,1,0,1,0,0,Home_with_Services,0,1,2.3,10822
21,54.1,Adult,Male,Black,Private,Rural,0,0,CAP,Bacterial,S_pneumoniae,0,0,J13,233604007,Patchy_Infiltrate,0.695,151.3,11.3,Negative,Pneumococcal_pos,5.8,38.3,100,24,137,86,103.0,91,13,165.9,101.5,36.9,0,0,1,1,10.5,203,80.1,19.4,4.1,126.6,21.4,7.7,1.93,107,3.5,1.5,821,952,8.4,0.093,1,0,1,0,7.42,58,47.3,23.8,91.7,3.3,0.63,0,0,2,1,1,0,0,0,68,II,3,5,2,0,1,0,1,1,30,3,93,Severe,1,0,1,Critical,Simple_Mask,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,0,0,0,0,CAP_ICU,Ceftriaxone,2000,q24h,IV,5,0,None,1,0,1,0,None,0.0,0,0,0,0,0,0.214,1,0,1,1,0,0,0,0,Never,0,1,Current,Neither,0,0,0.0,4.0,0,,0,0,0,0,0,0,0,LTAC_or_SNF,0,0,4.1,6649
22,58.8,Adult,Male,Black,Medicare,Suburban,0,1,HCAP,Bacterial,K_pneumoniae,0,0,J15.0,422400008,Interstitial,27.217,201.3,11.2,Positive,Negative,0.5,38.4,78,25,84,85,84.7,86,13,167.7,78.7,28.0,1,1,1,1,11.1,154,73.1,17.9,4.1,144.5,10.1,3.6,1.66,188,3.7,3.5,3593,1532,3.0,0.071,1,0,0,1,7.28,56,32.6,21.4,94.0,0.5,0.49,0,1,2,1,0,0,1,0,100,IV,6,6,1,2,1,1,0,1,23,3,114,Moderate,0,0,0,Moderate,HFNC,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,1,0,0,0,CAP_Inpatient_Non_ICU,Ceftriaxone,1000,q24h,IV,7,1,Azithromycin,0,0,0,1,CAP_Severe,6.1,0,0,0,0,1,9.547,0,0,0,1,0,0,0,0,Never,0,1,Never,Neither,0,0,0.0,2.9,0,,0,0,0,0,0,0,0,Home_with_Services,1,0,3.8,14780
23,74.5,Elderly,Male,Other,Medicare,Urban,0,0,CAP,Viral,SARS_CoV2,0,0,J12.82,233604007,Patchy_Infiltrate,0.03,70.6,14.3,Positive,Pneumococcal_pos,0.9,38.1,100,21,156,62,93.3,81,9,190.3,46.4,12.8,0,0,1,0,14.1,227,66.2,12.0,5.5,130.7,21.4,7.7,2.05,210,3.6,2.9,1047,823,114.3,0.316,1,0,1,1,7.32,152,28.7,20.3,93.7,3.2,0.68,0,1,3,1,1,0,0,1,107,IV,5,4,0,0,1,0,0,3,18,9,225,Mild,1,0,0,Severe,HFNC,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,1,0,0,0,CAP_Inpatient_Non_ICU,Ceftriaxone,1000,q24h,IV,15,1,Azithromycin,0,1,1,1,COVID_O2_Requiring,6.0,1,0,0,0,0,0.01,0,0,0,0,1,0,0,0,Former,0,6,Never,PCV13_only,0,0,0.0,2.3,0,,0,0,1,0,0,0,0,SNF_or_Rehab,0,0,6.5,12333
24,65.0,Elderly,Male,Other,Private,Suburban,0,0,CAP,Viral,Influenza_A,0,0,J09.X1,233604007,Multilobar,0.079,69.9,12.3,Positive,Negative,5.8,37.4,95,29,107,54,71.7,90,13,181.6,107.2,32.5,0,0,1,1,11.7,172,95.0,6.4,14.8,138.9,37.4,13.4,1.54,198,3.7,0.8,690,5030,145.5,0.825,1,0,0,1,7.44,40,34.2,20.0,100.0,2.8,0.41,0,0,3,1,1,0,0,1,79,III,4,6,4,0,0,1,0,1,21,6,50,Severe,1,0,0,Severe,HFNC,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,1,0,0,0,CAP_Inpatient_Non_ICU,Ceftriaxone,1000,q24h,IV,3,0,None,0,1,1,0,None,0.0,1,0,1,0,0,0.019,1,1,0,0,0,0,0,0,Former,0,4,Prior_Year,Neither,0,0,0.0,7.6,0,,0,0,0,0,1,0,0,SNF_or_Rehab,0,1,5.6,5000
25,70.1,Elderly,Male,White,Medicare,Rural,0,0,CAP,Bacterial,S_pneumoniae,0,0,J13,233604007,Lobar_Consolidation,1.03,165.1,14.1,Negative,Negative,1.3,39.0,142,35,120,52,74.7,92,10,170.9,75.3,25.8,1,0,0,1,7.8,127,75.8,15.1,5.0,137.6,30.1,10.8,2.19,223,2.6,4.3,1284,741,6.3,0.282,1,0,0,1,7.43,131,32.1,17.1,97.2,3.1,0.67,0,0,4,1,1,1,0,1,115,IV,6,8,0,2,1,1,2,2,20,8,196,Moderate,0,0,0,Critical,HFNC,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,1,0,0,0,CAP_ICU,Ceftriaxone,2000,q24h,IV,8,1,Azithromycin,0,0,1,0,None,0.0,0,0,0,0,1,0.117,0,0,0,1,0,0,0,0,Current,0,2,Current,PCV13_only,0,1,5.3,6.0,0,,0,0,0,0,1,0,0,LTAC_or_SNF,0,0,1.6,39941
26,75.1,Elderly,Male,Hispanic,Uninsured,Urban,0,0,HCAP,Atypical,M_pneumoniae,0,0,J15.7,422400008,Patchy_Infiltrate,0.498,101.6,18.9,Negative,Negative,2.0,39.8,109,22,125,65,85.0,89,12,169.2,104.0,36.3,1,0,1,1,10.8,131,95.0,22.8,4.2,140.7,30.3,10.8,2.24,240,3.3,3.7,2948,21,33.1,0.831,1,0,0,1,7.4,201,44.4,30.5,96.8,2.0,0.54,0,0,3,1,1,0,0,1,93,IV,5,4,0,0,1,0,1,2,27,3,374,None,1,0,1,Critical,Simple_Mask,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,0,0,0,0,CAP_ICU,Ceftriaxone,2000,q24h,IV,5,1,Azithromycin,0,0,0,0,None,0.0,0,0,0,0,0,0.09,1,0,1,1,0,0,0,0,Current,1,5,Current,Neither,0,0,0.0,3.4,1,7.9,1,1,0,0,0,0,0,Died,0,0,7.6,23691
27,59.4,Adult,Female,Hispanic,Medicare,Suburban,0,0,CAP,Unknown,Unknown,0,0,J18.9,233604007,Multilobar,0.815,52.2,5.2,Negative,Pneumococcal_pos,3.0,37.7,123,32,101,87,91.7,95,14,171.3,49.3,16.8,0,0,0,1,11.8,216,84.6,18.2,4.6,135.0,5.0,1.8,2.13,226,3.4,0.5,2081,463,11.9,1.051,1,0,0,1,7.4,40,29.2,29.2,95.0,4.6,0.6,0,0,2,1,0,1,0,0,120,IV,2,5,2,1,0,0,1,1,19,3,50,Severe,1,0,0,Moderate,Room_Air,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,0,0,0,0,CAP_Inpatient_Non_ICU,Ceftriaxone,1000,q24h,IV,12,1,Azithromycin,0,0,1,0,None,0.0,0,0,0,1,1,0.065,0,0,0,0,0,0,0,0,Current,1,1,Current,Neither,0,0,0.0,1.0,0,,0,0,0,0,0,0,0,Home_with_Services,0,0,2.2,30080
28,2.3,Pediatric,Male,White,Medicare,Rural,1,0,HAP,Bacterial,Enterobacter_spp,0,0,J18.9,64667001,Patchy_Infiltrate,13.931,169.2,10.6,Negative,Negative,13.6,39.5,107,15,120,58,78.7,88,12,173.4,77.3,25.7,1,0,1,0,11.4,195,83.3,6.7,12.4,127.0,43.5,15.6,2.23,178,2.8,3.5,176,216,152.8,0.108,1,0,1,0,7.39,170,38.6,18.3,88.4,5.2,0.69,0,0,2,1,1,0,0,0,21,I,3,7,1,0,1,2,1,2,22,4,248,Mild,0,0,0,Moderate,Nasal_Cannula,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,0,0,0,0,HAP_Non_VAP,Piperacillin_Tazobactam,4500,q6h,IV,10,1,Azithromycin,0,0,1,0,None,0.0,0,0,1,0,0,4.249,0,0,0,0,0,0,0,0,Current,0,2,Prior_Year,PCV13_only,0,0,0.0,3.9,0,,0,0,0,0,0,0,0,Home_with_Services,0,0,1.0,21655
29,5.4,Pediatric,Male,White,Medicare,Urban,0,0,CAP,Bacterial,S_pneumoniae,0,0,J13,233604007,Patchy_Infiltrate,0.654,126.3,17.1,Positive,Negative,0.6,39.4,65,27,131,65,87.0,97,14,163.5,91.2,34.1,1,0,0,1,13.2,314,80.9,23.1,3.5,135.9,15.6,5.6,1.35,139,3.4,0.7,865,2446,18.2,0.154,0,0,0,0,7.46,47,45.1,16.2,97.1,1.3,0.3,0,0,1,1,0,0,0,0,23,I,2,6,3,1,1,0,0,1,23,2,154,Moderate,0,0,0,Mild,Room_Air,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,0,0,0,0,CAP_Mild_Outpatient,Amoxicillin,1000,q8h,PO,9,0,None,0,0,0,0,None,0.0,0,0,1,0,0,0.26,0,0,1,1,0,0,0,0,Current,0,1,Current,PCV13_only,1,0,0.0,6.0,0,,0,0,1,0,0,0,0,Home,0,0,1.0,7585
30,46.5,Adult,Male,Other,Private,Rural,0,0,CAP,Fungal,P_jirovecii,0,0,J18.9,233604007,Lobar_Consolidation,0.02,72.5,17.2,Negative,Negative,0.8,37.3,115,20,98,63,74.7,95,12,158.7,78.1,31.0,0,0,0,0,12.7,176,95.0,13.2,7.2,135.7,40.8,14.6,1.69,82,2.6,1.3,606,1617,3042.5,0.089,1,0,0,0,7.3,137,40.6,23.2,89.4,2.3,0.49,0,0,2,1,1,0,0,0,21,I,1,4,1,0,0,1,0,2,9,5,279,Mild,1,0,0,Moderate,Nasal_Cannula,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,0,0,0,0,CAP_Inpatient_Non_ICU,Ceftriaxone,1000,q24h,IV,11,1,Azithromycin,0,0,0,1,ARDS,6.0,0,1,0,0,0,0.01,0,0,1,0,0,0,0,0,Never,0,1,Prior_Year,Both,0,0,0.0,1.8,0,,0,0,1,0,0,0,0,Home_with_Services,0,0,5.2,17207
31,86.6,Elderly,Male,White,Private,Urban,0,0,HAP,Bacterial,S_aureus_MSSA,1,0,J15.21,64667001,Interstitial,1.628,160.5,11.0,Positive,Negative,2.6,39.2,102,34,87,58,67.7,91,11,179.4,54.0,16.8,1,1,1,1,10.6,146,61.3,2.0,30.6,126.5,38.1,13.6,2.24,173,2.5,6.6,713,60,46.0,0.051,1,0,1,0,7.31,180,35.4,20.2,87.4,5.0,0.76,0,1,5,1,1,1,1,1,143,V,8,6,1,1,1,1,0,2,15,9,237,Mild,1,0,0,Critical,IMV_ECMO,1,0.5,12.4,5.8,9.4,15.5,24.1,0,1,0,0,0,0,0,HAP_Non_VAP,Piperacillin_Tazobactam,4500,q6h,IV,9,1,Azithromycin,0,0,0,0,None,0.0,0,0,0,0,1,0.332,0,1,0,1,0,0,0,0,Former,0,5,Current,Neither,0,0,0.0,2.9,0,,0,0,0,0,1,0,0,LTAC_or_SNF,1,1,12.5,5000
32,57.5,Adult,Male,Hispanic,Private,Suburban,0,0,CAP,Bacterial,Legionella_pneumophila,0,0,J15.0,233604007,Multilobar,0.809,137.2,17.2,Negative,Pneumococcal_pos,0.9,40.4,97,19,112,70,84.0,86,14,168.2,27.5,9.7,1,0,1,0,9.4,298,82.4,21.3,3.9,136.8,20.3,7.2,1.3,175,3.4,2.5,100,2824,197.7,0.22,0,0,0,0,7.38,146,34.8,25.1,99.8,4.2,0.61,0,0,2,1,1,0,0,0,95,IV,3,4,2,0,1,0,0,1,14,5,239,Mild,0,0,0,Moderate,Nasal_Cannula,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,0,0,0,0,CAP_Inpatient_Non_ICU,Ceftriaxone,1000,q24h,IV,8,1,Azithromycin,0,0,1,0,None,0.0,0,0,0,0,1,0.239,0,0,1,0,0,0,0,0,Never,0,1,Current,Both,1,0,0.0,8.6,0,,0,0,0,0,0,0,0,Home_with_Services,0,0,1.5,19945
33,40.2,Adult,Male,Asian,Uninsured,Suburban,0,0,HAP,Bacterial,P_aeruginosa,1,0,J15.1,64667001,Patchy_Infiltrate,5.966,291.3,22.3,Negative,Negative,1.4,39.8,91,27,102,51,68.0,88,12,178.4,113.5,35.7,1,0,1,1,10.3,246,79.6,7.0,11.3,131.1,13.1,4.7,2.59,168,3.7,3.0,111,2211,544.8,0.067,1,0,1,0,7.37,197,44.9,24.8,91.8,2.1,0.74,0,0,1,1,0,0,0,0,11,I,4,7,2,0,1,2,0,2,25,0,267,Mild,0,0,0,Mild,Room_Air,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,0,0,0,0,HAP_Non_VAP,Piperacillin_Tazobactam,4500,q6h,IV,6,0,Vancomycin,1,0,1,1,Refractory_Shock,11.1,0,0,0,0,0,0.361,0,1,0,0,0,0,0,0,Former,0,1,Current,Both,0,0,0.0,2.3,1,6.2,1,1,0,0,1,0,0,Died,0,0,1.0,18858
34,49.3,Adult,Male,White,Medicare,Suburban,0,0,CAP,Bacterial,S_pneumoniae,0,0,J13,233604007,Multilobar,3.002,209.1,14.4,Negative,Negative,0.3,37.3,106,20,135,83,100.3,95,12,186.1,85.5,24.7,0,0,0,0,10.4,203,78.5,25.4,3.1,138.9,54.4,19.4,1.48,81,3.7,2.7,308,248,52.8,0.286,0,0,0,0,7.25,73,33.9,17.7,92.9,1.0,0.51,0,1,2,1,1,0,0,0,4,I,1,7,2,1,1,1,0,2,15,3,142,Moderate,0,0,0,Moderate,Nasal_Cannula,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,0,0,0,0,CAP_Inpatient_Non_ICU,Ceftriaxone,1000,q24h,IV,7,1,Azithromycin,0,0,1,1,COVID_O2_Requiring,10.8,0,0,0,0,1,0.612,0,0,0,0,0,0,0,0,Current,0,2,Current,PCV13_only,0,0,0.0,5.4,0,,0,0,0,0,1,0,0,Home_with_Services,0,0,4.8,7523
35,49.7,Adult,Female,Hispanic,Medicaid,Urban,0,0,HAP,Bacterial,S_aureus_MRSA,1,0,J15.212,64667001,Patchy_Infiltrate,12.254,153.2,10.2,Negative,Negative,0.6,39.8,127,25,118,66,83.3,90,12,173.7,105.7,35.0,1,0,1,1,10.8,74,83.1,20.3,4.1,134.7,41.1,14.7,2.55,151,3.4,4.3,105,432,38.7,0.032,1,1,1,0,7.29,138,40.0,26.8,91.9,3.4,0.74,0,0,2,1,1,0,0,0,19,I,4,6,2,0,0,1,1,2,18,4,187,Moderate,1,0,0,Moderate,Simple_Mask,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,0,0,0,0,HAP_Non_VAP,Piperacillin_Tazobactam,4500,q6h,IV,7,1,Azithromycin,0,0,0,0,None,0.0,0,0,0,0,0,4.021,0,0,0,0,0,0,0,0,Former,0,1,Never,Neither,0,0,0.0,3.0,0,,0,0,0,0,1,0,1,Home_with_Services,0,1,1.2,10615
36,65.8,Elderly,Female,Other,Medicare,Suburban,0,0,HAP,Unknown,Unknown,0,0,J18.9,64667001,Patchy_Infiltrate,0.132,102.5,19.6,Negative,Pneumococcal_pos,3.8,38.5,125,35,105,98,100.3,91,10,171.9,100.4,34.0,1,0,1,1,12.8,127,78.9,12.2,6.5,143.6,41.4,14.8,2.08,188,3.1,1.9,392,3835,40.1,0.244,1,0,0,1,7.37,111,33.5,20.4,90.3,1.3,0.47,0,0,4,1,1,1,0,1,112,IV,4,8,2,0,0,3,1,2,21,7,237,Mild,0,0,0,Critical,HFNC,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,1,0,0,0,HAP_Non_VAP,Piperacillin_Tazobactam,4500,q6h,IV,8,0,None,0,1,1,0,None,0.0,0,0,0,0,0,0.02,0,0,1,1,0,0,0,0,Former,0,6,Prior_Year,PPSV23_only,0,1,9.8,10.5,0,,0,0,0,0,0,0,0,LTAC_or_SNF,0,0,6.0,22090
37,1.9,Pediatric,Male,Hispanic,Medicare,Urban,0,0,HAP,Bacterial,S_aureus_MRSA,1,1,J15.212,64667001,Lobar_Consolidation,1.806,108.1,24.0,Negative,Negative,4.8,39.9,138,26,116,53,74.0,83,10,200.0,93.1,23.3,1,0,1,1,12.1,107,83.8,15.9,5.3,134.5,54.0,19.3,2.62,123,3.0,2.3,1523,26,41.1,0.033,1,0,1,0,7.42,65,23.1,24.0,81.5,0.5,0.39,0,0,2,1,1,0,0,0,15,I,4,6,1,0,0,2,1,2,12,4,168,Moderate,0,0,0,Moderate,Nasal_Cannula,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,0,0,0,0,HAP_Non_VAP,Piperacillin_Tazobactam,4500,q6h,IV,3,0,Vancomycin,0,0,1,1,COVID_O2_Requiring,10.2,0,0,0,0,0,0.507,0,0,0,0,0,1,0,0,Former,0,1,Prior_Year,Both,0,0,0.0,4.4,0,,0,0,0,0,0,0,0,Home_with_Services,0,0,2.7,18713
38,59.9,Adult,Female,White,Private,Urban,0,0,CAP,Bacterial,S_pneumoniae,0,0,J13,233604007,Patchy_Infiltrate,0.255,149.4,10.3,Negative,Negative,1.6,38.4,136,35,72,88,82.7,98,14,170.3,72.9,25.2,1,1,0,1,13.3,195,80.5,29.1,2.8,138.0,31.2,11.2,2.17,164,2.4,3.6,241,797,133.7,0.365,1,0,0,0,7.35,68,33.6,21.2,86.8,1.3,0.47,0,0,4,1,1,1,1,0,121,IV,4,9,2,3,1,0,2,1,22,8,145,Moderate,0,0,0,Critical,HFNC,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,1,0,0,0,CAP_ICU,Ceftriaxone,2000,q24h,IV,11,0,None,0,0,0,1,ARDS,6.0,0,0,0,0,1,0.067,1,0,0,1,0,0,0,0,Never,0,2,Current,Both,0,1,3.1,6.3,0,,0,0,0,0,1,0,0,LTAC_or_SNF,0,0,1.6,68617
39,74.3,Elderly,Female,White,Medicare,Urban,0,0,HAP,Bacterial,E_coli,1,0,J18.9,64667001,Interstitial,0.326,157.6,14.5,Negative,Negative,1.8,38.8,65,21,101,87,91.7,88,14,156.0,90.8,37.3,1,0,1,0,11.1,163,66.9,21.4,3.1,135.9,42.7,15.2,2.07,170,2.8,0.5,453,1857,4.9,0.086,1,0,0,0,7.35,111,35.0,26.4,95.4,2.9,0.61,0,0,3,1,1,0,0,1,85,III,5,4,1,0,1,0,1,1,18,5,182,Moderate,0,0,0,Severe,NIV,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,1,0,0,0,0,HAP_Non_VAP,Piperacillin_Tazobactam,4500,q6h,IV,14,1,Azithromycin,1,1,1,0,None,0.0,0,0,0,0,0,0.096,0,0,0,0,1,0,0,0,Current,1,4,Never,Both,0,0,0.0,1.1,0,,0,0,0,0,0,0,0,SNF_or_Rehab,0,0,2.8,5000
40,70.1,Elderly,Female,Other,Private,Suburban,0,0,HCAP,Bacterial,S_pneumoniae,0,0,J13,422400008,Patchy_Infiltrate,38.777,92.7,20.3,Negative,Negative,0.2,38.6,84,33,113,64,80.3,82,12,164.9,111.5,41.0,1,0,1,1,14.6,301,84.9,15.6,5.4,129.6,23.7,8.5,1.71,204,2.7,4.2,145,379,21.9,0.097,1,0,1,1,7.41,73,34.1,12.7,87.8,5.0,0.39,0,0,4,1,1,1,0,1,119,IV,6,9,2,1,1,3,0,2,18,8,188,Moderate,0,0,0,Critical,IMV,1,2.8,17.5,5.7,8.3,11.6,20.9,0,0,0,0,1,1,0,CAP_ICU,Ceftriaxone,2000,q24h,IV,7,1,Azithromycin,1,0,1,0,None,0.0,0,0,0,0,1,5.198,1,0,1,0,0,0,1,0,Never,0,4,Current,PPSV23_only,0,0,0.0,9.8,0,,0,0,0,0,0,0,0,LTAC_or_SNF,0,0,8.8,5000
41,69.7,Elderly,Female,White,Private,Urban,0,0,CAP,Bacterial,H_influenzae,0,0,J14,233604007,Lobar_Consolidation,54.616,207.1,14.7,Contaminated,Negative,6.3,38.8,69,15,133,66,88.3,90,15,185.1,81.8,23.9,1,0,1,0,13.3,91,87.0,33.1,2.6,136.0,34.5,12.3,1.77,220,3.6,0.5,552,910,10.7,0.5,1,1,0,1,7.37,40,32.2,25.8,92.8,1.0,0.28,0,0,2,0,1,0,0,1,75,III,2,5,3,0,0,0,2,0,23,5,50,Severe,0,0,0,Moderate,Simple_Mask,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,0,0,0,0,CAP_Inpatient_Non_ICU,Ceftriaxone,1000,q24h,IV,12,0,None,0,0,0,0,None,0.0,0,0,0,0,1,5.949,0,0,1,0,1,0,0,0,Never,0,1,Current,Neither,0,0,0.0,5.0,0,,0,0,1,0,0,0,0,Home_with_Services,0,0,1.0,5000
42,71.1,Elderly,Female,Hispanic,Medicaid,Urban,0,1,CAP,Bacterial,H_influenzae,0,0,J14,233604007,Patchy_Infiltrate,5.009,144.6,5.3,Negative,Pneumococcal_pos,5.3,38.3,112,21,117,60,79.0,82,14,153.8,121.8,51.5,0,0,1,0,12.2,122,74.2,16.7,4.4,140.0,17.5,6.3,1.88,135,3.8,1.6,676,387,1.1,0.084,1,0,0,0,7.45,72,40.1,19.7,88.7,1.8,0.23,0,0,2,1,0,0,0,1,91,IV,5,6,1,2,1,1,0,1,21,5,306,None,0,0,0,Moderate,NIV,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,1,0,0,0,0,CAP_Inpatient_Non_ICU,Ceftriaxone,1000,q24h,IV,8,0,None,0,0,0,0,None,0.0,0,0,1,0,0,0.28,0,0,1,0,1,0,0,0,Never,0,4,Prior_Year,Neither,0,0,0.0,4.3,1,2.0,1,1,0,0,0,0,0,Died,0,0,6.2,16458
43,74.2,Elderly,Female,White,Private,Rural,0,0,HAP,Bacterial,S_maltophilia,1,1,J18.9,64667001,Interstitial,1.668,155.1,18.1,Negative,Negative,8.9,39.2,99,25,128,55,79.3,83,11,159.7,47.0,18.4,1,0,1,1,12.3,191,95.0,15.7,6.0,137.5,28.3,10.1,1.66,176,3.3,1.1,140,179,200.9,0.296,1,0,0,0,7.34,50,37.8,21.4,86.2,3.7,0.7,0,1,3,1,1,0,0,1,96,IV,6,9,4,0,1,2,0,2,26,7,72,Severe,0,0,1,Critical,IMV_ECMO,1,4.9,4.4,7.0,12.2,19.0,23.7,1,1,0,0,1,1,0,HAP_Non_VAP,Piperacillin_Tazobactam,4500,q6h,IV,6,0,Vancomycin,0,0,0,0,None,0.0,0,0,0,0,0,0.364,0,0,0,1,0,0,0,0,Current,0,4,Current,PCV13_only,1,0,0.0,2.5,0,,0,0,0,0,0,0,1,LTAC_or_SNF,1,0,6.6,21228
44,33.4,Adult,Female,Hispanic,Private,Urban,0,1,CAP,Bacterial,S_pneumoniae,0,0,J13,233604007,Multilobar,3.133,140.2,8.9,Negative,Negative,4.9,37.7,91,30,130,72,91.3,100,12,180.2,44.6,13.8,0,0,0,1,10.7,243,92.7,10.8,8.6,136.0,25.2,9.0,2.26,157,3.9,0.5,137,93,64.2,0.089,1,0,0,0,7.33,64,34.9,28.2,94.0,0.9,0.25,0,0,3,1,1,1,0,0,29,I,2,5,1,1,0,1,0,2,17,3,255,Mild,1,0,0,Severe,IMV,1,3.9,6.3,7.7,3.0,11.2,30.4,0,0,0,0,1,1,0,CAP_Inpatient_Non_ICU,Ceftriaxone,1000,q24h,IV,7,1,Azithromycin,0,0,1,1,ARDS,12.6,0,0,0,0,1,0.362,1,1,1,0,0,0,0,0,Former,0,1,Never,PCV13_only,0,0,0.0,1.0,0,,0,0,0,0,1,0,0,SNF_or_Rehab,0,0,2.2,11186
45,59.5,Adult,Male,Other,Private,Urban,0,0,HAP,Bacterial,S_maltophilia,0,0,J18.9,64667001,Lobar_Consolidation,12.785,387.1,7.9,Negative,Pneumococcal_pos,0.6,39.3,98,24,103,71,81.7,89,15,165.0,101.7,37.4,1,0,1,1,7.7,20,88.5,5.4,16.3,130.9,11.1,4.0,2.76,179,3.3,4.2,100,1040,6.9,0.25,1,1,1,0,7.47,41,34.1,19.5,96.7,1.1,0.53,0,0,0,0,0,0,0,0,49,I,2,6,1,1,1,2,1,0,14,1,78,Severe,1,0,0,Mild,Room_Air,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,0,0,0,0,HAP_Non_VAP,Piperacillin_Tazobactam,4500,q6h,IV,8,1,Azithromycin,1,0,1,1,ARDS,11.5,0,0,0,0,0,3.553,0,0,1,0,0,0,0,0,Former,0,2,Never,PCV13_only,0,0,0.0,4.6,0,,0,0,1,0,0,0,0,Home,1,1,5.0,10394
46,32.3,Adult,Male,Hispanic,Medicare,Urban,0,0,HAP,Bacterial,P_aeruginosa,0,0,J15.1,64667001,Lobar_Consolidation,2.417,133.6,6.9,Negative,Negative,8.1,39.4,117,17,102,48,66.0,83,13,166.8,62.0,22.3,1,0,1,0,10.0,57,90.4,11.1,8.1,138.0,36.8,13.2,2.76,187,2.5,4.8,1264,204,210.5,0.805,1,1,0,1,7.43,53,27.6,17.6,94.3,3.8,0.54,0,0,2,1,1,0,0,0,19,I,3,7,2,0,1,2,1,1,18,6,98,Severe,0,0,0,Moderate,Nasal_Cannula,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,0,0,0,0,HAP_Non_VAP,Piperacillin_Tazobactam,4500,q6h,IV,6,0,None,0,0,1,1,CAP_Severe,6.0,0,0,0,0,1,0.585,0,0,0,0,0,0,0,0,Never,0,2,Current,Neither,0,0,0.0,4.4,0,,0,0,1,0,0,0,0,Home_with_Services,0,0,4.1,6562
47,65.5,Elderly,Male,Other,Medicare,Urban,0,0,CAP,Unknown,Unknown,0,0,J18.9,233604007,Patchy_Infiltrate,1.729,105.5,19.3,Positive,Negative,3.3,37.2,70,14,124,101,108.7,93,15,179.8,125.0,38.6,0,0,0,0,13.8,195,78.9,17.4,4.5,139.3,18.2,6.5,1.6,201,3.4,3.2,349,28,1.0,0.262,1,0,0,1,7.35,73,38.9,22.1,92.1,0.5,0.29,0,0,1,0,0,0,0,1,70,II,0,3,2,0,0,1,0,0,15,2,249,Mild,0,0,0,Mild,Nasal_Cannula,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,0,0,0,0,CAP_Mild_Outpatient,Amoxicillin,1000,q8h,PO,10,0,None,0,0,0,0,None,0.0,0,0,0,0,1,0.591,0,1,0,1,1,0,0,0,Never,0,4,Current,PPSV23_only,0,0,0.0,5.3,0,,0,0,0,0,0,0,0,Home,0,0,6.5,22288
48,64.9,Adult,Male,White,Private,Suburban,0,0,CAP,Bacterial,S_pneumoniae,0,0,J13,233604007,Lobar_Consolidation,4.414,68.0,8.9,Negative,Negative,9.5,39.4,72,15,111,71,84.3,90,15,160.1,109.4,42.7,1,0,1,0,12.6,313,89.6,19.8,4.5,141.3,5.0,1.8,1.34,60,3.1,0.5,239,302,8.2,0.049,0,0,0,0,7.44,40,46.1,22.2,97.0,0.5,0.24,0,0,0,0,0,0,0,0,69,II,2,3,2,0,1,0,0,0,10,0,149,Moderate,1,0,0,Mild,HFNC,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,1,0,0,0,CAP_Mild_Outpatient,Amoxicillin,1000,q8h,PO,6,0,None,0,0,0,0,None,0.0,0,0,0,0,1,1.46,0,0,0,0,0,0,0,0,Never,0,4,Current,Both,0,0,0.0,8.1,0,,0,0,0,0,1,0,0,Home,0,0,2.8,15328
49,80.7,Elderly,Male,Hispanic,Uninsured,Urban,0,1,CAP,Atypical,C_pneumoniae,0,0,J18.9,233604007,Multilobar,0.902,2.0,16.5,Negative,Negative,2.2,38.9,105,30,136,70,92.0,93,10,151.8,114.9,49.8,1,0,0,1,11.3,323,95.0,5.9,16.1,135.1,23.5,8.4,1.74,175,3.5,1.1,430,194,21.5,0.718,1,0,0,0,7.36,40,43.4,18.0,86.0,2.3,0.54,0,0,4,1,1,1,0,1,118,IV,4,5,2,0,0,1,0,2,18,7,57,Severe,1,0,0,Critical,Nasal_Cannula,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,0,0,0,0,CAP_ICU,Ceftriaxone,2000,q24h,IV,5,1,Azithromycin,0,0,1,0,None,0.0,0,0,0,0,1,0.159,0,0,0,0,1,0,0,0,Never,0,5,Prior_Year,Both,0,0,0.0,4.1,0,,0,0,1,0,1,0,0,LTAC_or_SNF,0,1,1.0,18316
50,2.9,Pediatric,Male,Asian,Medicare,Urban,0,0,CAP,Bacterial,S_pneumoniae,0,0,J13,233604007,Patchy_Infiltrate,2.383,273.6,17.2,Negative,Negative,0.5,39.0,124,28,91,63,72.3,87,11,152.7,99.5,42.6,1,0,1,1,10.1,169,88.2,19.3,4.6,129.9,22.6,8.1,1.62,173,3.1,2.8,617,61,21.6,0.047,1,0,1,0,7.42,66,32.3,23.1,93.0,2.8,0.38,0,0,2,1,1,0,0,0,26,I,4,4,2,0,0,0,0,2,11,4,173,Moderate,0,0,0,Moderate,Nasal_Cannula,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,0,0,0,0,CAP_Inpatient_Non_ICU,Ceftriaxone,1000,q24h,IV,8,0,None,1,0,1,0,None,0.0,0,0,0,0,1,0.366,0,0,0,0,1,0,1,0,Former,0,3,Current,PCV13_only,0,0,0.0,1.0,0,,0,0,0,0,1,0,1,Home_with_Services,0,1,7.9,11881
51,68.0,Elderly,Female,Hispanic,Private,Rural,1,0,VAP,Bacterial,S_aureus_MRSA,1,0,J15.212,429271009,Patchy_Infiltrate,6.372,132.3,17.1,Negative,Negative,2.2,40.2,114,28,105,61,75.7,88,6,174.4,59.7,19.6,1,0,1,1,6.9,155,77.6,6.5,12.0,136.9,46.7,16.7,3.12,163,2.8,4.9,1373,730,83.3,0.125,1,0,0,0,7.29,52,44.7,21.3,91.9,1.6,0.64,0,1,3,1,1,0,0,1,109,IV,4,11,4,1,1,0,2,3,30,5,81,Severe,1,1,1,Critical,HFNC,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,1,0,0,0,VAP_Protocol,Meropenem,2000,q8h,IV,6,1,Azithromycin,0,0,1,0,None,0.0,0,0,1,0,0,0.502,0,0,1,0,0,0,1,1,Never,0,2,Never,PCV13_only,0,1,10.4,12.0,0,,0,0,0,0,1,1,0,LTAC_or_SNF,0,1,1.7,48014
52,2.7,Pediatric,Female,White,Medicaid,Suburban,0,0,CAP,Unknown,Unknown,0,0,J18.9,233604007,Lobar_Consolidation,0.134,31.9,15.5,Contaminated,Negative,3.6,39.1,86,20,127,67,87.0,87,15,170.9,43.5,14.9,1,0,1,0,14.9,145,79.2,19.7,4.0,137.0,28.3,10.1,1.01,60,3.6,0.8,200,1039,13.1,0.104,0,0,0,0,7.45,123,34.3,24.9,93.4,1.8,0.49,0,0,1,0,1,0,0,0,0,I,2,4,1,1,0,2,0,0,18,6,252,Mild,0,0,0,Mild,Nasal_Cannula,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,0,0,0,0,CAP_Mild_Outpatient,Amoxicillin,1000,q8h,PO,7,1,Azithromycin,0,1,0,1,ARDS,9.0,0,0,0,0,0,0.042,0,0,0,0,1,0,0,0,Never,0,1,Prior_Year,Neither,0,0,0.0,10.1,0,,0,0,0,0,0,0,0,Home,0,0,2.2,13254
53,72.3,Elderly,Female,Asian,Medicaid,Suburban,0,1,CAP,Bacterial,S_pneumoniae,0,0,J13,233604007,Patchy_Infiltrate,7.707,231.9,15.3,Contaminated,Negative,2.2,39.7,58,24,111,73,85.7,100,15,160.4,112.9,43.9,1,0,0,1,11.9,257,84.4,22.8,3.7,143.1,39.5,14.1,0.68,142,3.0,0.7,135,286,5.5,0.341,0,0,0,0,7.48,125,31.2,20.3,100.0,0.5,0.46,0,0,2,0,1,0,0,1,75,III,2,4,0,1,1,0,2,0,8,5,271,Mild,0,0,0,Moderate,Room_Air,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,0,0,0,0,CAP_Inpatient_Non_ICU,Ceftriaxone,1000,q24h,IV,8,1,Azithromycin,0,0,1,1,ARDS,6.0,0,0,0,0,1,1.724,1,0,1,0,0,0,0,0,Former,0,6,Current,Both,1,0,0.0,3.3,0,,0,0,0,0,1,0,0,Home_with_Services,0,0,2.6,12417
54,57.1,Adult,Male,White,Private,Rural,0,1,HAP,Bacterial,S_maltophilia,0,0,J18.9,64667001,Multilobar,2.545,166.7,15.1,Negative,Negative,2.1,38.7,120,18,101,70,80.3,93,13,155.3,47.0,19.5,1,0,0,0,10.9,304,88.6,12.8,6.9,136.7,33.2,11.9,1.5,125,3.7,0.6,397,75,16.6,0.035,0,0,0,0,7.33,169,27.6,18.8,96.0,1.3,0.59,0,1,2,1,1,0,0,0,75,III,1,6,1,1,0,3,0,1,19,3,288,Mild,0,0,0,Moderate,Room_Air,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,0,0,0,0,HAP_Non_VAP,Piperacillin_Tazobactam,4500,q6h,IV,4,1,Azithromycin,1,0,0,0,None,0.0,0,0,0,0,1,0.427,0,0,0,0,0,0,0,0,Former,0,2,Current,Neither,1,0,0.0,3.2,0,,0,0,0,0,1,0,0,Home_with_Services,0,1,7.2,28720
55,65.0,Adult,Male,Hispanic,Private,Rural,0,0,CAP,Atypical,M_pneumoniae,0,0,J15.7,233604007,Patchy_Infiltrate,0.034,107.2,10.3,Positive,Negative,5.5,39.8,88,25,112,81,91.3,91,11,165.0,114.9,42.2,1,0,1,1,10.6,290,79.0,10.0,7.9,136.7,18.8,6.7,1.87,218,2.6,4.6,301,698,122.2,0.37,1,0,0,1,7.4,55,29.8,22.4,94.4,3.3,0.47,0,0,2,1,0,0,0,1,84,III,4,8,2,1,1,1,1,2,16,2,118,Moderate,0,0,0,Moderate,Nasal_Cannula,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,0,0,0,0,CAP_Inpatient_Non_ICU,Ceftriaxone,1000,q24h,IV,12,1,Azithromycin,0,1,0,0,None,0.0,0,0,0,0,1,0.01,1,0,1,0,0,0,0,0,Current,0,4,Current,Neither,0,0,0.0,3.0,0,,0,0,0,0,0,0,0,Home_with_Services,0,0,11.2,6036
56,79.8,Elderly,Female,Other,Medicaid,Urban,0,0,HAP,Bacterial,P_aeruginosa,0,0,J15.1,64667001,Lobar_Consolidation,23.588,192.7,10.1,Negative,Negative,11.8,39.0,82,25,126,73,90.7,90,13,180.3,94.7,29.1,1,0,1,1,14.3,196,74.5,24.6,3.0,138.3,26.0,9.3,1.24,168,3.4,1.6,4951,1726,7.9,0.131,0,0,0,0,7.46,66,37.9,21.7,91.8,2.2,0.34,0,0,3,1,1,0,0,1,101,IV,6,8,2,2,1,1,1,1,14,7,192,Moderate,0,0,0,Severe,Simple_Mask,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,0,0,0,0,HAP_Non_VAP,Piperacillin_Tazobactam,4500,q6h,IV,10,1,Azithromycin,0,0,1,0,None,0.0,0,0,0,0,1,3.442,1,0,0,1,1,0,0,0,Never,0,3,Current,PCV13_only,0,0,0.0,3.7,0,,0,0,0,0,1,0,0,SNF_or_Rehab,1,0,2.4,22541
57,56.6,Adult,Female,White,Medicaid,Suburban,0,0,CAP,Viral,SARS_CoV2,0,0,J12.82,233604007,Lobar_Consolidation,0.198,113.0,13.9,Negative,Pneumococcal_pos,2.3,39.4,72,22,102,79,86.7,88,13,158.8,78.3,31.1,1,0,1,1,13.5,138,95.0,20.4,4.7,134.2,23.0,8.2,1.6,123,3.2,2.4,274,10403,594.1,0.087,1,0,1,0,7.33,90,34.2,21.7,90.4,4.9,0.53,0,1,2,1,1,0,0,0,90,III,3,5,2,0,1,0,1,1,14,3,168,Moderate,0,0,0,Moderate,Simple_Mask,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,0,0,0,0,CAP_Inpatient_Non_ICU,Ceftriaxone,1000,q24h,IV,6,1,Azithromycin,0,1,0,1,CAP_Severe,7.3,1,0,0,0,0,0.043,1,0,0,0,0,0,0,0,Former,0,1,Never,Both,0,0,0.0,4.6,0,,0,0,1,0,0,0,0,Home_with_Services,0,0,2.5,8896
58,77.1,Elderly,Female,White,Medicare,Suburban,0,1,CAP,Bacterial,S_pneumoniae,0,0,J13,233604007,Multilobar,13.515,207.8,13.3,Negative,Negative,9.6,39.2,74,24,94,71,78.7,89,15,160.7,89.7,34.7,1,0,1,1,10.1,205,68.8,17.0,4.1,134.4,30.7,11.0,1.43,68,3.7,2.1,511,2848,5.6,0.452,0,0,1,0,7.36,140,32.7,20.2,87.8,1.9,0.52,0,0,2,0,1,0,0,1,84,III,4,5,0,1,0,3,1,0,30,8,272,Mild,1,0,1,Critical,IMV,1,6.7,7.6,7.3,6.0,12.9,17.2,0,0,0,0,0,0,0,CAP_ICU,Ceftriaxone,2000,q24h,IV,8,1,Azithromycin,0,0,0,0,None,0.0,0,0,0,0,0,2.738,0,0,0,0,0,0,0,1,Never,0,2,Prior_Year,Both,0,1,8.7,20.7,0,,0,0,0,0,1,0,0,LTAC_or_SNF,0,1,3.9,98315
59,1.6,Pediatric,Female,White,Uninsured,Urban,1,0,CAP,Atypical,C_pneumoniae,0,0,J18.9,233604007,Multilobar,0.29,38.3,16.5,Negative,Pneumococcal_pos,3.7,40.0,85,24,132,73,92.7,88,13,154.9,90.2,37.6,1,0,1,1,14.1,294,70.8,24.1,2.9,136.2,27.5,9.8,1.17,177,2.5,3.9,738,81,27.5,0.054,0,0,0,0,7.43,40,30.7,24.0,87.6,3.7,0.45,0,0,2,1,1,0,0,0,37,I,3,6,3,0,0,1,1,1,22,5,77,Severe,0,0,0,Moderate,Nasal_Cannula,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,0,0,0,0,CAP_Inpatient_Non_ICU,Ceftriaxone,1000,q24h,IV,10,1,Azithromycin,0,0,0,0,None,0.0,0,0,0,0,0,0.042,0,0,0,1,1,0,0,0,Current,0,4,Prior_Year,PPSV23_only,0,0,0.0,2.2,0,,0,0,0,0,0,0,0,Home_with_Services,0,0,1.3,16437
60,0.0,Pediatric,Female,White,Medicare,Urban,0,0,HAP,Bacterial,S_aureus_MSSA,0,0,J15.21,64667001,Lobar_Consolidation,2.549,167.8,20.7,Negative,Negative,3.9,39.8,103,29,114,65,81.3,96,13,164.0,75.5,28.1,1,0,0,1,11.1,156,68.2,14.1,4.8,132.1,23.4,8.4,0.88,190,2.3,1.5,3159,1711,80.8,3.065,0,0,1,1,7.36,40,28.0,18.0,94.7,4.1,0.51,0,0,2,1,1,0,0,0,16,I,2,6,4,0,0,0,1,1,25,5,50,Severe,0,0,0,Moderate,Nasal_Cannula,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,0,0,0,0,HAP_Non_VAP,Piperacillin_Tazobactam,4500,q6h,IV,9,0,None,0,0,1,1,COVID_O2_Requiring,10.4,0,0,1,0,1,0.833,0,0,0,0,0,0,0,0,Current,0,2,Current,Both,0,0,0.0,2.4,0,,0,0,0,0,0,0,1,Home_with_Services,0,0,4.8,20884
61,79.6,Elderly,Male,White,Medicaid,Urban,0,0,HAP,Bacterial,P_aeruginosa,0,0,J15.1,64667001,Patchy_Infiltrate,4.633,318.7,17.1,Negative,Negative,0.8,38.8,87,20,124,80,94.7,87,12,171.7,111.4,37.8,1,0,1,0,10.1,55,72.3,9.6,7.5,134.8,31.8,11.3,1.65,155,3.4,4.8,235,724,24.4,0.169,1,1,1,0,7.27,139,28.9,21.2,96.5,3.0,0.86,0,1,3,1,1,0,0,1,92,IV,5,9,2,2,1,2,0,2,27,6,162,Moderate,1,0,1,Critical,IMV,1,18.2,16.8,6.3,10.5,15.9,19.1,0,0,0,0,0,0,0,HAP_Non_VAP,Piperacillin_Tazobactam,4500,q6h,IV,14,0,None,0,0,1,0,None,0.0,0,0,0,0,1,1.379,0,0,0,0,1,0,0,0,Never,0,5,Current,Neither,0,1,2.8,3.2,0,,0,0,0,0,1,0,0,LTAC_or_SNF,0,1,4.9,32244
62,75.5,Elderly,Male,Black,Medicare,Suburban,0,0,HAP,Bacterial,S_maltophilia,0,0,J18.9,64667001,Lobar_Consolidation,45.06,197.6,11.3,Negative,Pneumococcal_pos,2.4,38.6,112,30,119,71,87.0,80,13,191.3,110.6,30.2,1,0,1,1,10.7,156,94.3,7.2,13.1,143.4,37.5,13.4,2.33,188,2.8,1.2,3189,89,315.2,0.257,1,0,0,1,7.34,40,40.3,20.4,85.9,1.1,0.41,0,1,4,1,1,1,0,1,119,IV,6,7,4,0,0,1,1,1,22,9,50,Severe,1,0,0,Critical,IMV,1,2.7,4.8,6.7,9.8,18.8,22.3,0,0,0,0,1,1,0,HAP_Non_VAP,Piperacillin_Tazobactam,4500,q6h,IV,7,1,Azithromycin,0,0,1,0,None,0.0,0,0,1,0,0,10.447,0,0,0,0,0,1,0,0,Never,0,3,Current,Neither,1,1,1.5,2.3,1,4.5,1,1,0,0,1,0,0,Died,0,0,4.0,36889
63,66.5,Elderly,Male,White,Medicare,Suburban,0,0,HCAP,Atypical,M_pneumoniae,0,0,J15.7,422400008,Patchy_Infiltrate,0.135,162.3,3.6,Negative,Negative,1.2,38.9,99,29,149,68,95.0,86,14,170.4,83.4,28.7,1,0,1,1,10.2,175,93.3,14.3,6.5,140.6,15.6,5.6,2.01,142,3.1,4.2,380,595,49.3,0.969,1,0,0,0,7.49,79,46.4,22.3,92.6,2.3,0.55,0,0,2,1,0,0,0,1,96,IV,4,5,3,1,0,0,0,1,21,1,144,Moderate,0,0,0,Moderate,Nasal_Cannula,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,0,0,0,0,CAP_Inpatient_Non_ICU,Ceftriaxone,1000,q24h,IV,12,0,None,0,1,1,0,None,0.0,0,0,1,0,0,0.039,1,0,0,0,0,0,0,0,Never,0,6,Never,Neither,0,0,0.0,2.7,0,,0,0,0,0,0,0,0,Home_with_Services,0,0,1.0,35095
64,53.6,Adult,Female,Black,Medicare,Suburban,0,0,HAP,Bacterial,Enterobacter_spp,0,0,J18.9,64667001,Lobar_Consolidation,3.993,217.8,11.4,Negative,Pneumococcal_pos,1.8,38.5,148,28,126,66,86.0,93,10,167.4,66.8,23.8,1,0,0,1,8.8,57,80.8,18.2,4.4,137.0,34.9,12.4,2.35,205,2.7,0.5,11918,8443,25.5,0.245,1,1,0,1,7.49,40,45.7,26.5,84.4,2.2,0.67,0,0,2,1,1,0,0,0,87,III,2,8,4,0,0,2,0,2,20,3,50,Severe,0,0,0,Moderate,HFNC,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,1,0,0,0,HAP_Non_VAP,Piperacillin_Tazobactam,4500,q6h,IV,4,1,Azithromycin,0,0,1,0,None,0.0,0,0,0,0,1,0.325,0,0,0,0,1,0,0,0,Never,0,3,Prior_Year,Neither,1,0,0.0,4.6,0,,0,0,0,0,0,0,0,Home_with_Services,0,0,10.9,5000
65,52.1,Adult,Female,White,Private,Urban,0,0,HAP,Bacterial,P_aeruginosa,0,0,J15.1,64667001,Interstitial,25.739,199.1,8.5,Negative,Negative,0.2,38.2,77,29,93,66,75.0,88,14,177.5,108.7,34.5,0,0,1,1,12.9,200,86.5,21.9,4.0,142.0,12.3,4.4,2.43,202,3.5,2.8,927,2882,277.6,0.838,1,0,0,1,7.33,130,38.5,16.5,86.7,2.1,0.51,0,1,1,1,0,0,0,0,52,II,4,5,2,0,1,0,1,1,19,5,254,Mild,0,0,0,Mild,Nasal_Cannula,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,0,0,0,0,HAP_Non_VAP,Piperacillin_Tazobactam,4500,q6h,IV,4,1,Azithromycin,1,0,0,0,None,0.0,0,0,1,0,1,5.159,0,0,0,0,0,0,0,0,Never,0,2,Current,Both,0,0,0.0,2.6,0,,0,0,0,0,1,0,0,Home,0,0,5.2,5890
66,56.9,Adult,Male,White,Medicare,Urban,0,0,CAP,Bacterial,S_pneumoniae,1,0,J13,233604007,Multilobar,1.747,187.6,9.3,Negative,Negative,2.4,36.6,97,19,128,75,92.7,93,15,175.7,35.5,11.5,0,0,0,0,12.1,255,77.9,18.1,4.3,134.7,33.3,11.9,0.69,74,3.6,3.6,100,54,1.6,0.01,0,0,1,0,7.37,41,35.0,14.4,97.0,1.4,0.33,0,0,1,0,1,0,0,0,76,III,0,3,2,0,0,0,1,0,19,5,125,Moderate,1,0,0,Mild,Room_Air,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,0,0,0,0,CAP_Mild_Outpatient,Amoxicillin,1000,q8h,PO,13,1,Azithromycin,0,0,0,0,None,0.0,0,0,0,0,0,0.454,0,0,0,0,0,0,0,0,Never,0,2,Never,Neither,0,0,0.0,5.9,0,,0,0,0,0,0,0,0,Home,1,0,9.9,30850
67,73.1,Elderly,Female,White,Medicare,Urban,0,0,VAP,Bacterial,P_aeruginosa,0,0,J15.1,429271009,Lobar_Consolidation,3.472,242.8,17.6,Negative,Negative,1.7,38.1,118,34,89,64,72.3,91,11,161.6,89.8,34.4,0,1,1,1,12.0,295,71.5,18.5,3.9,144.6,43.3,15.5,2.27,118,2.9,5.0,749,690,33.9,0.187,1,0,0,0,7.31,94,28.6,18.2,85.8,1.7,0.61,0,1,5,1,1,1,1,1,136,V,8,8,3,1,1,1,0,2,26,7,155,Moderate,1,0,1,Critical,Nasal_Cannula,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,0,0,0,0,VAP_Protocol,Meropenem,2000,q8h,IV,7,0,None,1,0,1,0,None,0.0,0,0,0,0,1,0.652,0,1,0,0,1,0,0,0,Never,0,5,Current,PPSV23_only,0,0,0.0,2.1,0,,0,0,0,0,1,0,0,LTAC_or_SNF,0,0,1.1,26140
68,50.7,Adult,Male,Black,Private,Urban,0,1,CAP,Viral,SARS_CoV2,0,0,J12.82,233604007,Patchy_Infiltrate,1.343,17.5,14.8,Negative,Negative,2.0,40.7,84,24,103,64,77.0,88,13,193.3,96.3,25.8,1,0,1,1,12.4,105,95.0,14.0,6.8,134.8,46.3,16.5,1.86,235,2.6,2.9,2079,765,43.9,0.226,1,0,1,1,7.5,131,40.4,18.1,85.1,1.0,0.47,0,0,2,1,1,0,0,0,88,III,3,5,1,0,1,2,0,1,23,2,278,Mild,0,0,0,Moderate,Nasal_Cannula,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,0,0,0,0,CAP_Inpatient_Non_ICU,Ceftriaxone,1000,q24h,IV,4,1,Azithromycin,0,0,0,0,None,0.0,1,0,0,0,0,0.403,0,0,0,0,0,0,0,0,Never,0,2,Prior_Year,Both,0,0,0.0,2.2,0,,0,0,0,0,1,0,0,Home_with_Services,0,1,1.5,32433
69,6.0,Pediatric,Male,Hispanic,Private,Rural,0,1,VAP,Bacterial,K_pneumoniae_CRKP,0,0,J18.9,429271009,Lobar_Consolidation,5.592,198.5,25.6,Negative,Pneumococcal_pos,0.8,38.9,116,24,74,74,74.0,89,13,167.7,61.8,22.0,1,1,1,1,11.9,217,95.0,6.6,14.3,142.7,23.3,8.3,2.56,211,3.1,2.3,1026,50,254.4,1.142,1,0,0,1,7.39,129,31.2,8.6,94.9,2.4,0.76,0,0,3,1,1,0,1,0,26,I,5,7,2,0,1,3,0,1,21,6,170,Moderate,1,1,1,Critical,IMV_ECMO,1,3.5,7.9,7.7,11.3,14.5,28.7,0,1,0,0,0,0,0,VAP_Protocol,Meropenem,2000,q8h,IV,8,0,None,0,0,0,0,None,0.0,0,0,0,0,0,1.302,0,0,0,1,0,0,0,0,Never,0,1,Never,Both,0,1,3.4,9.4,0,,0,0,0,0,0,0,0,LTAC_or_SNF,0,1,1.8,26208
70,46.4,Adult,Male,White,Medicaid,Rural,0,1,CAP,Viral,SARS_CoV2,0,0,J12.82,233604007,Lobar_Consolidation,0.129,137.4,15.9,Negative,Negative,0.2,40.4,111,25,111,83,92.3,90,11,170.6,101.4,34.8,1,0,1,1,8.2,280,82.3,9.2,8.9,145.5,36.0,12.9,1.69,94,2.9,0.5,276,22,16.8,0.25,1,0,0,0,7.5,40,39.7,30.5,94.7,1.2,0.37,0,0,2,1,1,0,0,0,28,I,4,7,3,0,1,1,0,2,28,5,105,Moderate,0,0,1,Critical,IMV,1,14.3,17.1,5.4,11.3,16.0,22.4,1,0,0,0,1,1,0,CAP_ICU,Ceftriaxone,2000,q24h,IV,12,0,None,0,0,1,0,None,0.0,1,0,0,0,1,0.024,0,0,0,0,0,0,0,0,Never,0,2,Prior_Year,PCV13_only,0,1,1.0,1.9,0,,0,0,0,0,1,0,0,LTAC_or_SNF,1,0,11.3,30253
71,61.9,Adult,Male,Asian,Medicaid,Rural,0,0,CAP,Viral,Influenza_A,0,0,J09.X1,233604007,Lobar_Consolidation,1.295,38.2,23.6,Negative,Negative,3.2,39.2,103,15,123,93,103.0,94,15,174.1,79.4,26.2,1,0,0,0,10.2,239,71.1,12.8,5.5,129.9,36.5,13.0,1.72,88,3.0,4.1,886,424,12.8,0.282,1,0,1,0,7.45,95,47.9,25.2,89.0,0.9,0.82,0,0,1,0,1,0,0,0,68,II,0,5,2,1,1,1,0,0,16,3,116,Moderate,0,0,0,Mild,Nasal_Cannula,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,0,0,0,0,CAP_Mild_Outpatient,Amoxicillin,1000,q8h,PO,6,1,Azithromycin,0,0,0,0,None,0.0,1,0,0,0,1,0.253,1,0,1,1,0,0,1,0,Never,0,2,Never,PCV13_only,0,0,0.0,6.6,0,,0,0,1,1,0,0,0,Home,0,0,3.8,23885
72,66.6,Elderly,Female,Hispanic,Private,Rural,0,0,HAP,Bacterial,P_aeruginosa,0,0,J15.1,64667001,Lobar_Consolidation,22.05,175.3,18.0,Positive,Pneumococcal_pos,0.3,38.9,128,25,110,63,78.7,89,12,171.8,68.0,23.0,1,0,1,1,12.9,126,78.1,7.5,10.4,142.4,25.0,8.9,2.36,163,2.5,3.1,288,485,13.9,0.523,1,0,0,0,7.31,80,37.0,25.2,93.0,1.3,0.43,0,0,3,1,1,0,0,1,77,III,4,10,1,1,1,4,1,2,36,6,189,Moderate,0,0,1,Critical,IMV,1,4.0,10.5,6.4,7.7,16.5,26.1,0,0,0,0,1,1,0,HAP_Non_VAP,Piperacillin_Tazobactam,4500,q6h,IV,8,0,None,0,0,1,0,None,0.0,0,0,0,0,0,6.63,0,0,0,0,1,0,0,0,Current,0,5,Never,Both,0,1,5.3,7.9,0,,0,0,1,0,1,0,0,LTAC_or_SNF,0,0,3.2,13797
73,95.0,Elderly,Male,White,Medicare,Rural,1,1,CAP,Bacterial,S_pneumoniae,0,0,J13,233604007,Multilobar,2.91,158.4,20.1,Contaminated,Negative,0.5,37.7,65,23,90,77,81.3,89,14,184.8,101.2,29.6,0,0,1,1,9.1,118,73.8,26.7,2.8,135.2,24.0,8.6,1.62,111,3.1,3.9,375,26,132.3,0.286,1,0,0,0,7.32,116,49.0,21.2,91.6,2.8,0.67,1,1,3,1,1,0,0,1,92,IV,5,4,2,0,0,1,0,1,18,3,173,Moderate,1,0,0,Severe,Nasal_Cannula,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,0,0,0,0,CAP_Inpatient_Non_ICU,Ceftriaxone,1000,q24h,IV,3,1,Azithromycin,0,0,0,0,None,0.0,0,0,0,0,1,0.213,0,0,1,0,1,0,0,0,Never,0,4,Current,PCV13_only,1,0,0.0,3.9,1,4.6,1,1,0,0,1,0,0,Died,0,0,1.0,7296
74,44.3,Adult,Female,Asian,Medicare,Urban,1,0,CAP,Bacterial,S_pneumoniae,0,0,J13,233604007,Lobar_Consolidation,1.843,367.5,11.6,Negative,Pneumococcal_pos,1.7,38.6,82,18,90,50,63.3,96,14,161.5,56.1,21.5,1,0,0,0,13.0,220,79.6,19.8,4.0,135.3,9.0,3.2,1.74,131,4.0,1.6,100,495,14.1,0.01,1,0,0,0,7.37,71,30.6,25.3,96.7,0.9,0.45,0,0,1,1,0,0,0,0,23,I,1,8,2,1,1,1,2,1,21,2,157,Moderate,0,0,0,Mild,Room_Air,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,0,0,0,0,CAP_Mild_Outpatient,Amoxicillin,1000,q8h,PO,7,0,None,0,0,0,1,CAP_Severe,6.4,0,0,1,0,1,0.633,0,0,0,0,0,0,0,1,Never,0,1,Prior_Year,Neither,0,0,0.0,4.6,0,,0,0,0,0,1,0,0,Home,0,0,2.5,5000
75,3.1,Pediatric,Female,White,Uninsured,Urban,0,0,HCAP,Bacterial,Legionella_pneumophila,0,0,J15.0,422400008,Interstitial,3.418,72.3,8.8,Negative,Negative,2.8,40.6,128,24,150,81,104.0,94,11,176.6,99.1,31.8,1,0,0,1,9.1,207,83.0,15.0,5.5,138.9,9.8,3.5,2.61,150,3.4,1.7,3139,1787,4.6,0.747,1,0,0,0,7.36,109,38.8,21.1,91.8,2.2,0.47,0,0,1,1,0,0,0,0,30,I,1,5,2,0,1,0,0,2,12,3,231,Mild,0,0,0,Mild,Nasal_Cannula,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,0,0,0,0,CAP_Mild_Outpatient,Amoxicillin,1000,q8h,PO,11,0,None,0,0,0,0,None,0.0,0,0,0,0,1,0.24,0,0,0,0,0,0,0,0,Current,0,2,Prior_Year,PCV13_only,0,0,0.0,1.3,0,,0,0,0,0,1,0,0,Home,0,0,2.8,8483
76,67.2,Elderly,Male,White,Medicare,Urban,0,0,CAP,Bacterial,S_pneumoniae,0,0,J13,233604007,Lobar_Consolidation,1.115,247.1,12.3,Negative,Pneumococcal_pos,0.8,40.4,120,21,116,52,73.3,90,12,169.8,36.4,12.6,1,0,1,0,11.7,155,77.1,25.2,3.1,132.4,18.8,6.7,1.81,152,3.0,3.6,106,283,5.5,0.056,1,0,1,0,7.34,89,37.4,25.7,93.5,0.8,0.67,0,0,2,1,0,0,0,1,109,IV,3,7,2,0,0,3,0,2,17,4,133,Moderate,0,0,0,Moderate,HFNC,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,1,0,0,0,CAP_Inpatient_Non_ICU,Ceftriaxone,1000,q24h,IV,6,1,Azithromycin,1,0,0,1,CAP_Severe,9.7,0,0,0,0,1,0.108,1,0,1,0,0,0,0,0,Never,0,3,Current,Both,0,0,0.0,1.0,0,,0,0,0,0,0,0,0,Home_with_Services,1,1,4.2,6516
77,71.2,Elderly,Male,Hispanic,Private,Urban,0,0,CAP,Bacterial,H_influenzae,0,0,J14,233604007,Patchy_Infiltrate,8.006,119.6,13.8,Negative,Negative,0.3,39.0,109,25,99,60,73.0,90,15,178.8,86.3,27.0,1,0,1,1,15.3,296,64.9,8.4,7.7,139.1,9.3,3.3,1.69,194,3.4,2.3,425,348,131.7,0.17,1,0,0,1,7.37,40,30.7,23.9,97.7,0.7,0.24,0,0,1,0,0,0,0,1,70,II,5,2,2,0,0,0,0,0,7,0,136,Moderate,0,0,0,Mild,NIV,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,1,0,0,0,0,CAP_Mild_Outpatient,Amoxicillin,1000,q8h,PO,4,1,Azithromycin,0,0,0,1,COVID_O2_Requiring,7.8,0,0,1,0,0,2.671,1,1,0,0,1,0,0,0,Never,0,4,Never,PCV13_only,0,0,0.0,1.2,0,,0,0,0,0,1,0,0,Home,0,0,11.4,5000
78,66.8,Elderly,Female,White,Uninsured,Urban,0,0,CAP,Bacterial,S_pneumoniae,0,0,J13,233604007,Patchy_Infiltrate,2.821,189.2,10.6,Negative,Pneumococcal_pos,2.1,37.7,121,22,124,76,92.0,99,13,165.6,81.0,29.5,0,0,0,1,13.7,180,95.0,15.8,6.0,133.5,42.6,15.2,0.88,220,3.4,1.5,574,710,4.1,0.135,0,0,1,1,7.44,56,41.7,23.2,89.1,4.8,0.46,0,0,3,1,1,0,0,1,86,III,1,5,1,1,0,1,1,1,17,7,120,Moderate,0,0,0,Severe,NIV,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,1,0,0,0,0,CAP_Inpatient_Non_ICU,Ceftriaxone,1000,q24h,IV,6,0,None,0,0,1,0,None,0.0,0,0,0,0,1,0.511,0,0,1,1,1,0,0,0,Former,0,4,Never,PCV13_only,0,1,5.7,9.3,0,,0,0,1,0,0,0,0,SNF_or_Rehab,0,1,8.6,80298
79,71.7,Elderly,Male,White,Uninsured,Urban,0,0,CAP,Unknown,Unknown,0,0,J18.9,233604007,Multilobar,0.543,75.0,9.8,Negative,Pneumococcal_pos,8.9,38.2,71,22,148,62,90.7,92,11,164.1,68.1,25.3,0,0,0,1,7.9,58,83.2,26.4,3.2,136.9,10.9,3.9,2.34,139,3.2,0.5,493,810,39.1,0.178,1,1,0,0,7.39,110,44.3,22.4,88.9,1.6,0.43,0,0,2,1,0,0,0,1,97,IV,5,4,1,0,0,1,0,2,9,6,259,Mild,1,0,0,Moderate,Simple_Mask,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,0,0,0,0,CAP_Inpatient_Non_ICU,Ceftriaxone,1000,q24h,IV,6,1,Azithromycin,0,0,0,0,None,0.0,0,0,0,0,0,0.114,0,0,0,0,0,0,0,0,Never,0,7,Current,Neither,0,0,0.0,4.4,0,,0,0,1,0,0,0,0,Home_with_Services,0,0,2.7,10085
80,62.7,Adult,Female,Black,Private,Rural,0,0,CAP,Viral,SARS_CoV2,1,0,J12.82,233604007,Lobar_Consolidation,0.819,78.3,16.9,Negative,Negative,2.9,38.3,120,32,120,60,80.0,88,11,176.1,88.6,28.6,0,0,1,1,13.3,175,85.5,13.5,6.3,141.5,30.9,11.0,2.47,113,3.2,4.1,112,35,200.2,0.045,1,0,0,0,7.45,89,48.3,28.0,95.0,0.5,0.46,0,0,3,1,1,1,0,0,111,IV,4,6,2,1,0,1,0,2,25,5,193,Moderate,0,0,0,Severe,HFNC,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,1,0,0,0,CAP_Inpatient_Non_ICU,Ceftriaxone,1000,q24h,IV,10,0,Vancomycin,0,0,1,1,COVID_O2_Requiring,6.0,1,0,0,0,0,0.148,0,1,0,0,0,1,0,0,Former,1,1,Current,PCV13_only,0,0,0.0,7.3,0,,0,0,1,0,0,0,0,SNF_or_Rehab,1,0,1.5,17899
81,86.8,Elderly,Male,White,Private,Urban,1,0,VAP,Bacterial,P_aeruginosa,1,0,J15.1,429271009,Lobar_Consolidation,1.136,129.3,11.4,Negative,Negative,2.2,40.7,134,31,70,58,62.0,84,11,171.9,78.2,26.5,1,1,1,1,14.4,198,79.3,25.8,3.1,136.1,42.4,15.1,2.47,190,2.3,4.6,291,176,184.3,0.032,1,0,0,1,7.35,132,35.0,21.2,85.6,4.5,0.6,0,0,5,1,1,1,1,1,151,V,8,6,2,2,0,0,0,2,19,9,219,Mild,1,0,1,Critical,IMV_ECMO,1,2.9,13.1,6.1,6.3,16.2,23.2,0,1,0,0,0,0,0,VAP_Protocol,Meropenem,2000,q8h,IV,9,1,Azithromycin,0,0,0,1,Refractory_Shock,6.0,0,0,0,0,1,0.094,0,1,1,0,0,0,0,0,Current,0,3,Current,Both,0,1,5.4,5.5,1,5.6,1,1,0,0,0,0,0,Died,0,0,2.7,67835
82,58.2,Adult,Female,Asian,Private,Rural,0,0,HCAP,Viral,Influenza_A,0,0,J09.X1,422400008,Patchy_Infiltrate,0.094,58.0,7.6,Negative,Legionella_pos,0.8,40.6,96,29,154,76,102.0,93,14,159.0,103.2,40.8,1,0,0,1,17.0,207,66.0,18.2,3.6,134.3,35.6,12.7,2.42,228,3.1,2.1,1131,266,11.5,0.061,1,0,1,1,7.33,97,23.0,17.6,90.3,1.9,0.44,0,1,2,1,1,0,0,0,96,IV,2,5,2,1,0,1,0,1,17,4,222,Mild,0,0,0,Moderate,Nasal_Cannula,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,0,0,0,0,CAP_Inpatient_Non_ICU,Ceftriaxone,1000,q24h,IV,10,1,Azithromycin,0,1,1,0,None,0.0,1,0,0,0,0,0.025,0,0,0,1,0,0,0,1,Former,0,3,Current,Both,1,0,0.0,4.2,0,,0,0,1,0,1,0,0,Home_with_Services,0,0,3.5,8306
83,82.0,Elderly,Female,Other,Medicaid,Suburban,0,0,HAP,Bacterial,Enterobacter_spp,0,1,J18.9,64667001,Patchy_Infiltrate,2.524,120.7,9.4,Negative,Negative,3.5,39.3,154,32,74,57,62.7,90,9,182.8,92.3,27.6,1,1,1,1,12.5,212,80.3,21.9,3.7,138.2,35.1,12.6,2.12,143,2.2,4.5,210,121,6.4,0.485,1,0,0,0,7.38,88,37.7,23.4,89.4,3.1,0.33,0,0,5,1,1,1,1,1,138,V,8,10,1,1,1,3,1,3,21,8,267,Mild,0,0,0,Critical,IMV,1,0.1,18.5,6.0,8.8,15.1,22.4,0,0,0,0,1,1,0,HAP_Non_VAP,Piperacillin_Tazobactam,4500,q6h,IV,8,1,Azithromycin,1,0,1,0,None,0.0,0,0,0,0,1,0.735,0,0,0,1,0,1,0,1,Current,0,2,Prior_Year,Both,0,1,5.4,9.9,0,,0,0,1,0,0,1,0,LTAC_or_SNF,0,1,5.0,48595
84,6.7,Pediatric,Male,Hispanic,Medicare,Suburban,0,0,HAP,Bacterial,S_aureus_MRSA,1,0,J15.212,64667001,Patchy_Infiltrate,18.01,241.9,13.8,Negative,Negative,0.3,38.8,110,32,104,68,80.0,89,15,176.1,90.0,29.0,1,0,1,1,8.8,292,77.9,22.1,3.5,130.4,41.2,14.7,2.18,194,3.4,3.1,100,3998,487.3,0.032,1,0,1,1,7.28,155,39.3,24.0,89.6,2.6,0.57,0,0,2,0,1,1,0,0,20,I,3,5,1,0,1,3,0,0,14,5,270,Mild,0,0,0,Moderate,Simple_Mask,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,0,0,0,0,HAP_Non_VAP,Piperacillin_Tazobactam,4500,q6h,IV,6,1,Azithromycin,1,0,0,1,CAP_Severe,6.7,0,0,0,0,0,2.098,0,0,0,0,0,0,0,0,Never,0,2,Prior_Year,Neither,0,0,0.0,6.3,0,,0,0,1,1,0,0,0,Home_with_Services,0,0,1.0,9807
85,6.2,Pediatric,Male,Black,Medicare,Suburban,1,1,CAP,Viral,Influenza_A,0,0,J09.X1,233604007,Lobar_Consolidation,0.054,123.0,8.9,Negative,Negative,6.1,40.2,60,25,94,67,76.0,92,14,167.2,86.4,30.9,1,0,0,1,12.9,128,86.5,16.3,5.3,133.8,19.0,6.8,1.84,115,2.8,2.3,549,821,2.8,0.04,1,0,1,0,7.26,133,35.2,22.6,92.0,2.7,0.42,0,0,1,1,0,0,0,0,35,I,4,4,0,1,0,1,1,1,5,4,317,None,0,0,0,Mild,Nasal_Cannula,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,0,0,0,0,CAP_Mild_Outpatient,Amoxicillin,1000,q8h,PO,6,0,None,0,0,0,1,COVID_O2_Requiring,6.0,1,0,0,0,1,0.017,0,0,0,0,0,0,0,0,Never,0,1,Current,Both,0,0,0.0,4.8,0,,0,0,0,0,1,0,0,Home,0,0,2.7,23841
86,3.5,Pediatric,Female,Black,Private,Urban,1,0,HAP,Bacterial,P_aeruginosa,1,0,J15.1,64667001,Lobar_Consolidation,9.567,225.8,14.1,Negative,Legionella_pos,12.2,38.3,115,25,93,78,83.0,90,13,162.8,69.6,26.2,0,0,1,1,14.6,155,90.6,10.7,8.5,134.1,32.1,11.4,2.36,163,3.6,4.3,207,90,15.0,0.327,1,0,1,0,7.41,167,35.8,21.6,85.7,2.8,0.51,0,0,2,1,1,0,0,0,27,I,4,2,0,0,1,0,0,1,19,6,326,None,0,0,0,Moderate,Room_Air,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,0,0,0,0,HAP_Non_VAP,Piperacillin_Tazobactam,4500,q6h,IV,9,1,Azithromycin,1,0,1,0,None,0.0,0,0,1,0,0,0.813,1,1,0,0,0,0,0,0,Never,0,3,Current,Neither,0,0,0.0,3.6,0,,0,0,0,0,1,0,0,Home_with_Services,1,0,2.9,21090
87,71.8,Elderly,Male,Other,Medicare,Suburban,0,0,CAP,Bacterial,H_influenzae,0,0,J14,233604007,Interstitial,5.559,87.0,16.9,Negative,Negative,6.3,38.8,87,15,119,82,94.3,91,13,172.0,73.4,24.8,1,0,1,0,11.7,313,87.1,15.4,5.6,140.2,21.1,7.6,1.4,103,2.1,2.9,758,235,24.8,0.035,0,0,0,0,7.46,40,33.6,18.8,95.6,1.6,0.53,0,0,3,1,1,0,0,1,94,IV,5,7,2,2,1,0,1,1,14,8,50,Severe,1,0,0,Severe,IMV,1,15.2,3.2,5.7,7.8,20.7,22.0,1,0,0,0,0,0,0,CAP_Inpatient_Non_ICU,Ceftriaxone,1000,q24h,IV,13,0,None,0,0,0,1,CAP_Severe,6.7,0,0,0,0,0,1.785,1,0,1,1,1,0,0,0,Never,0,3,Current,PPSV23_only,0,0,0.0,4.5,0,,0,0,1,0,1,0,0,SNF_or_Rehab,0,0,2.6,12240
88,86.7,Elderly,Male,White,Private,Urban,0,0,CAP,Bacterial,S_pneumoniae,0,0,J13,233604007,Patchy_Infiltrate,10.943,53.5,16.9,Positive,Negative,0.0,39.2,121,24,76,50,58.7,96,13,175.3,85.5,27.8,1,1,0,1,14.1,66,89.5,10.1,8.9,138.6,40.6,14.5,1.91,150,4.1,2.4,285,1795,10.6,0.064,1,1,0,0,7.4,40,35.6,23.4,97.9,3.7,0.49,0,0,4,1,1,0,1,1,118,IV,5,10,3,1,1,3,1,1,20,7,50,Severe,1,0,0,Critical,Nasal_Cannula,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,0,0,0,0,CAP_ICU,Ceftriaxone,2000,q24h,IV,5,1,Azithromycin,0,0,1,1,COVID_O2_Requiring,11.6,0,0,0,0,0,3.233,0,0,1,0,0,0,0,0,Former,0,5,Never,Neither,1,1,4.4,8.5,0,,0,0,1,0,0,0,0,LTAC_or_SNF,0,1,11.4,45209
89,4.6,Pediatric,Male,White,Medicare,Rural,0,0,HCAP,Bacterial,S_pneumoniae,0,0,J13,422400008,Patchy_Infiltrate,5.114,164.0,11.8,Negative,Negative,2.8,38.4,117,31,105,81,89.0,94,12,150.5,76.2,33.7,1,0,0,1,9.8,182,95.0,13.4,7.1,138.0,55.7,19.9,2.61,156,2.3,2.6,422,175,76.5,0.211,1,0,0,0,7.35,43,40.7,17.0,90.2,0.5,0.51,0,1,3,1,1,1,0,0,25,I,2,7,2,0,0,1,2,2,27,10,84,Severe,1,0,1,Critical,IMV,1,5.2,6.0,7.1,10.1,20.2,20.0,0,0,0,0,0,0,0,CAP_ICU,Ceftriaxone,2000,q24h,IV,5,1,Azithromycin,0,0,1,0,None,0.0,0,0,0,0,1,1.888,0,0,0,0,0,1,0,0,Former,0,2,Never,Both,0,1,8.6,14.3,0,,0,0,0,0,0,0,1,LTAC_or_SNF,0,0,3.0,30231
90,62.0,Adult,Male,Hispanic,Medicaid,Urban,0,0,HAP,Bacterial,A_baumannii,1,0,J18.9,64667001,Lobar_Consolidation,0.609,70.2,9.3,Negative,Negative,6.6,38.8,101,30,123,59,80.3,90,10,172.1,104.5,35.3,1,0,1,1,11.8,261,86.4,12.4,7.0,135.1,19.7,7.0,2.13,192,2.3,6.4,802,2040,5.8,0.355,1,0,0,1,7.27,112,41.8,20.2,93.1,1.5,0.97,0,1,3,1,1,1,0,0,100,IV,4,9,4,1,0,2,0,2,26,8,116,Moderate,0,0,1,Critical,IMV,1,8.1,3.5,8.7,8.2,16.5,29.3,1,0,0,0,1,0,0,HAP_Non_VAP,Piperacillin_Tazobactam,4500,q6h,IV,5,1,Azithromycin,0,0,1,0,None,0.0,0,0,0,0,1,0.204,0,0,0,0,0,0,0,0,Never,0,1,Current,Both,0,0,0.0,1.5,0,,0,0,0,0,1,0,0,LTAC_or_SNF,1,1,3.3,25852
91,3.8,Pediatric,Female,Hispanic,Medicaid,Urban,0,0,CAP,Viral,SARS_CoV2,0,0,J12.82,233604007,Lobar_Consolidation,0.135,30.6,11.6,Contaminated,Negative,6.3,38.3,130,10,95,73,80.3,96,12,175.2,82.1,26.7,1,0,0,0,6.8,281,91.4,25.2,3.6,133.4,5.0,1.8,1.74,226,3.4,1.3,113,3046,15.3,0.042,1,0,1,1,7.45,105,28.0,19.8,90.5,1.2,0.61,0,0,1,1,0,0,0,0,28,I,1,5,1,0,1,1,0,2,18,2,173,Moderate,1,0,0,Mild,Room_Air,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,0,0,0,0,CAP_Mild_Outpatient,Amoxicillin,1000,q8h,PO,10,1,Azithromycin,0,0,0,0,None,0.0,1,0,0,0,0,0.047,0,1,0,0,0,0,0,0,Current,0,2,Current,PCV13_only,0,0,0.0,2.2,0,,0,0,0,0,0,0,0,Home,1,0,10.5,6048
92,61.6,Adult,Female,White,Private,Suburban,0,0,HAP,Fungal,Candida_spp,0,0,J18.9,64667001,Multilobar,0.034,70.2,19.5,Negative,Negative,0.0,40.7,130,33,75,54,61.0,87,12,142.1,88.3,43.7,1,1,1,1,9.0,215,88.0,15.2,5.8,140.8,42.7,15.3,1.7,156,3.2,4.9,324,3933,188.7,0.346,1,0,0,0,7.37,114,29.8,24.8,86.2,1.2,0.93,0,0,4,1,1,1,1,0,135,V,6,9,2,1,0,3,1,2,26,8,123,Moderate,0,0,1,Critical,Simple_Mask,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,0,0,0,0,HAP_Non_VAP,Piperacillin_Tazobactam,4500,q6h,IV,8,0,None,0,1,1,0,None,0.0,0,1,0,0,0,0.013,0,0,0,0,0,0,0,1,Never,0,1,Never,PCV13_only,0,0,0.0,4.3,0,,0,0,0,0,0,1,0,LTAC_or_SNF,0,0,8.5,12842
93,41.1,Adult,Male,Hispanic,Medicaid,Suburban,0,0,CAP,Bacterial,H_influenzae,0,0,J14,233604007,Patchy_Infiltrate,11.558,107.4,18.3,Negative,Negative,3.1,40.5,85,27,112,76,88.0,95,11,170.2,49.1,17.0,1,0,0,1,12.1,254,60.3,30.5,2.0,134.4,37.0,13.2,1.71,68,3.2,1.7,249,411,36.6,0.184,1,0,1,0,7.42,105,27.1,29.4,95.7,1.1,0.37,0,0,2,1,1,0,0,0,32,I,2,5,0,1,1,1,0,2,21,2,280,Mild,1,0,0,Moderate,HFNC,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,1,0,0,0,CAP_Inpatient_Non_ICU,Ceftriaxone,1000,q24h,IV,10,1,Azithromycin,0,0,0,0,None,0.0,0,0,0,0,0,3.993,0,0,0,0,0,0,0,0,Current,0,1,Current,PCV13_only,0,0,0.0,6.9,0,,0,0,1,0,0,0,0,Home_with_Services,0,0,7.7,19243
94,51.3,Adult,Female,White,Medicare,Urban,0,0,CAP,Bacterial,H_influenzae,0,0,J14,233604007,Lobar_Consolidation,10.26,209.0,14.9,Negative,Negative,8.3,38.6,93,18,113,105,107.7,97,15,175.6,100.8,32.7,1,0,0,0,11.7,144,76.7,4.7,16.2,139.5,44.2,15.8,1.69,133,3.9,2.0,100,1670,3.5,0.019,1,0,0,0,7.42,57,48.8,19.3,97.4,0.5,0.39,0,0,1,0,1,0,0,0,51,II,0,4,1,1,1,0,1,0,16,3,145,Moderate,0,0,0,Mild,Room_Air,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,0,0,0,0,CAP_Mild_Outpatient,Amoxicillin,1000,q8h,PO,6,0,None,0,0,0,0,None,0.0,0,0,0,0,1,3.373,1,0,0,0,0,0,0,1,Never,0,1,Never,Neither,0,0,0.0,1.3,0,,0,0,0,0,1,0,0,Home,0,0,4.0,7688
95,68.4,Elderly,Male,Other,Private,Suburban,0,0,CAP,Atypical,M_pneumoniae,0,0,J15.7,233604007,Multilobar,0.062,89.9,20.7,Negative,Negative,3.9,38.8,114,29,99,71,80.3,94,12,174.4,67.2,22.1,1,0,0,1,9.1,289,72.0,7.3,9.8,135.9,37.2,13.3,1.71,169,2.8,4.4,1128,185,5.2,0.208,1,0,0,0,7.35,107,40.5,22.3,91.5,4.0,0.35,0,0,3,1,1,0,0,1,91,III,2,8,0,0,0,3,3,2,15,9,303,None,0,0,0,Severe,NIV,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,1,0,0,0,0,CAP_Inpatient_Non_ICU,Ceftriaxone,1000,q24h,IV,10,1,Azithromycin,0,1,1,0,None,0.0,0,0,0,0,1,0.01,0,1,0,1,0,0,1,0,Former,0,2,Current,Neither,0,0,0.0,12.1,0,,0,0,1,0,1,0,0,SNF_or_Rehab,0,1,2.3,8807
96,84.8,Elderly,Male,White,Medicare,Urban,0,0,CAP,Viral,SARS_CoV2,0,0,J12.82,233604007,Patchy_Infiltrate,0.373,97.7,22.4,Negative,Negative,10.0,38.2,93,25,93,67,75.7,96,12,176.8,57.1,18.2,0,0,0,1,11.1,123,81.6,14.3,5.7,139.5,40.7,14.5,1.46,156,3.1,1.4,232,12899,17.7,0.048,0,0,0,0,7.33,58,24.7,22.0,96.8,1.7,0.38,0,1,3,1,1,0,0,1,97,IV,4,5,0,0,1,2,0,2,20,10,152,Moderate,0,0,0,Severe,HFNC,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,1,0,0,0,CAP_Inpatient_Non_ICU,Ceftriaxone,1000,q24h,IV,7,0,None,0,1,0,0,None,0.0,1,0,0,0,0,0.117,0,0,0,0,1,0,0,0,Former,0,4,Current,PPSV23_only,0,1,8.4,11.0,0,,0,0,0,0,0,0,1,SNF_or_Rehab,0,0,1.4,59083
97,95.0,Elderly,Female,White,Medicaid,Suburban,0,0,CAP,Unknown,Unknown,0,0,J18.9,233604007,Lobar_Consolidation,0.645,97.3,11.7,Contaminated,Negative,4.5,38.8,95,19,122,68,86.0,94,15,164.4,116.2,43.0,1,0,0,0,12.6,122,71.8,24.8,2.9,134.5,45.3,16.2,1.43,145,3.1,3.0,100,486,2.2,0.147,0,0,1,0,7.41,79,35.9,24.8,88.2,1.7,0.38,0,0,2,0,1,0,0,1,101,IV,2,4,0,1,0,1,2,0,17,4,209,Mild,0,0,0,Moderate,Nasal_Cannula,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,0,0,0,0,CAP_Inpatient_Non_ICU,Ceftriaxone,1000,q24h,IV,3,1,Azithromycin,0,0,1,1,COVID_O2_Requiring,6.5,0,0,0,0,1,0.175,1,0,0,0,1,0,0,0,Former,0,3,Prior_Year,Both,0,0,0.0,1.7,0,,0,0,0,0,0,0,0,Home_with_Services,0,0,6.6,13855
98,3.2,Pediatric,Female,White,Medicaid,Urban,0,0,CAP,Bacterial,S_pneumoniae,0,0,J13,233604007,Lobar_Consolidation,3.115,109.9,20.6,Negative,Negative,5.3,38.1,96,26,129,56,80.3,100,13,156.6,95.3,38.9,0,0,0,1,12.2,244,84.4,17.0,5.0,142.0,38.5,13.8,0.9,201,3.2,1.7,135,1446,57.9,0.211,0,0,0,1,7.38,125,36.0,24.2,94.3,0.8,0.73,0,0,2,1,1,0,0,0,27,I,2,5,2,0,0,2,0,1,22,5,172,Moderate,0,0,0,Moderate,Simple_Mask,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,0,0,0,0,CAP_Inpatient_Non_ICU,Ceftriaxone,1000,q24h,IV,11,0,None,1,0,0,0,None,0.0,0,0,1,0,0,1.204,0,0,0,0,0,0,0,0,Current,0,3,Current,Both,0,0,0.0,4.4,0,,0,0,0,0,0,0,1,Home_with_Services,0,0,9.9,5000
99,5.1,Pediatric,Male,White,Uninsured,Urban,0,0,CAP,Viral,SARS_CoV2,0,0,J12.82,233604007,Patchy_Infiltrate,0.395,14.2,12.4,Negative,Negative,1.9,38.6,80,15,96,90,92.0,90,12,148.2,101.5,46.2,1,0,1,0,12.3,174,88.9,7.8,11.4,142.8,34.1,12.2,1.47,153,2.4,0.8,367,176,15.4,0.088,0,0,0,0,7.38,48,32.3,21.7,98.2,0.5,0.33,0,0,2,1,1,0,0,0,17,I,3,6,1,0,0,1,2,2,13,5,146,Moderate,0,0,0,Moderate,Simple_Mask,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,0,0,0,0,CAP_Inpatient_Non_ICU,Ceftriaxone,1000,q24h,IV,8,1,Azithromycin,0,1,0,1,COVID_O2_Requiring,6.8,1,0,0,0,1,0.119,0,0,0,0,0,0,0,0,Former,0,1,Never,Neither,0,0,0.0,5.6,0,,0,0,0,0,0,0,0,Home_with_Services,0,0,5.0,10292
100,68.7,Elderly,Male,White,Medicaid,Urban,0,0,CAP,Bacterial,S_pneumoniae,0,0,J13,233604007,Lobar_Consolidation,3.619,165.4,18.4,Negative,Pneumococcal_pos,11.3,39.0,56,20,101,77,85.0,92,14,180.0,90.0,27.8,1,0,0,0,13.8,228,90.6,15.8,5.7,141.6,6.4,2.3,0.78,139,3.4,3.4,165,575,3.3,0.282,0,0,0,0,7.51,105,43.7,24.0,99.0,2.8,0.35,0,0,2,1,0,0,0,1,92,IV,3,5,1,0,0,2,1,1,14,7,298,Mild,1,0,0,Moderate,Simple_Mask,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,0,0,0,0,CAP_Inpatient_Non_ICU,Ceftriaxone,1000,q24h,IV,7,1,Azithromycin,1,0,0,0,None,0.0,0,0,0,0,0,0.51,0,0,1,0,0,0,0,0,Former,0,6,Never,Both,0,0,0.0,2.2,0,,0,0,0,0,1,0,0,Home_with_Services,1,0,1.2,8050
101,62.7,Adult,Male,White,Uninsured,Urban,0,0,VAP,Fungal,Candida_spp,0,0,J18.9,429271009,Patchy_Infiltrate,0.18,59.8,19.3,Negative,Pneumococcal_pos,3.6,39.0,115,27,106,54,71.3,87,10,175.7,78.0,25.2,1,0,1,1,10.4,206,95.0,5.3,17.8,135.9,33.6,12.0,2.25,136,2.9,4.5,1183,1258,10.3,0.634,1,0,0,0,7.35,69,39.7,20.4,92.8,5.2,0.42,0,0,2,1,1,0,0,0,69,II,4,10,2,2,2,1,1,2,28,3,163,Moderate,0,0,1,Critical,NIV,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,1,0,0,0,0,VAP_Protocol,Meropenem,2000,q8h,IV,9,0,None,0,0,0,0,None,0.0,0,1,0,0,1,0.019,1,0,0,0,0,0,0,0,Current,0,3,Current,Both,0,1,1.2,3.6,0,,0,0,0,0,0,0,0,LTAC_or_SNF,0,0,3.8,38662
102,71.5,Elderly,Female,White,Medicare,Urban,0,0,CAP,Bacterial,H_influenzae,1,0,J14,233604007,Patchy_Infiltrate,7.448,212.4,4.1,Negative,Pneumococcal_pos,6.9,38.6,65,18,96,59,71.3,90,13,180.9,73.8,22.6,1,0,1,0,14.7,328,62.9,7.6,8.3,135.2,28.7,10.2,1.05,80,3.8,1.4,731,82,5.8,0.366,0,0,0,0,7.25,176,38.0,29.3,97.7,0.5,0.51,0,0,3,1,1,0,0,1,93,IV,5,4,0,1,0,2,0,1,11,10,348,None,0,0,0,Severe,NIV,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,1,0,0,0,0,CAP_Inpatient_Non_ICU,Ceftriaxone,1000,q24h,IV,4,0,Vancomycin,0,0,0,0,None,0.0,0,0,0,0,1,1.106,0,0,0,1,0,0,0,0,Never,0,4,Current,Neither,0,0,0.0,3.2,0,,0,0,0,0,1,0,0,SNF_or_Rehab,0,0,7.5,5000
103,65.9,Elderly,Male,White,Uninsured,Urban,0,0,VAP,Bacterial,P_aeruginosa,0,1,J15.1,429271009,Lobar_Consolidation,6.332,122.1,11.2,Negative,Pneumococcal_pos,0.1,39.2,95,30,104,66,78.7,79,11,160.0,97.1,37.9,1,0,1,1,9.0,201,70.9,23.9,3.0,146.2,34.1,12.2,2.82,184,2.2,5.3,14818,145,6.0,0.452,1,0,0,1,7.31,94,29.3,17.8,87.2,6.1,0.52,0,1,4,1,1,1,0,1,105,IV,4,6,2,0,1,1,0,2,8,7,181,Moderate,1,1,1,Critical,HFNC,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,1,0,0,0,VAP_Protocol,Meropenem,2000,q8h,IV,9,1,Azithromycin,1,0,1,0,None,0.0,0,0,0,0,1,1.381,1,0,0,0,0,0,0,0,Former,1,3,Prior_Year,Both,0,1,4.8,9.8,0,,0,0,1,0,0,0,0,LTAC_or_SNF,1,1,1.6,57063
104,66.7,Elderly,Male,White,Private,Urban,0,0,CAP,Bacterial,S_aureus_MSSA,1,0,J15.21,233604007,Multilobar,2.861,157.2,8.9,Negative,Negative,8.5,38.8,75,32,134,80,98.0,95,12,176.8,104.9,33.5,1,0,0,1,15.4,144,95.0,11.9,8.0,132.0,29.5,10.5,2.12,170,2.8,1.5,2161,327,62.7,0.683,1,0,1,0,7.31,63,31.0,23.0,84.4,1.8,0.64,0,0,4,1,1,1,0,1,117,IV,2,5,3,0,0,0,0,2,18,6,99,Severe,1,1,1,Critical,IMV_ECMO,1,5.4,12.8,5.2,11.5,12.8,16.1,0,1,0,0,1,1,0,CAP_ICU,Ceftriaxone,2000,q24h,IV,6,0,Vancomycin,0,0,0,0,None,0.0,0,0,1,0,0,0.796,0,1,1,0,0,0,0,0,Former,0,2,Never,Neither,0,0,0.0,1.7,0,,0,0,0,0,0,0,0,LTAC_or_SNF,0,0,1.6,6608
105,58.9,Adult,Female,White,Private,Urban,0,1,CAP,Bacterial,S_pneumoniae,0,0,J13,233604007,Lobar_Consolidation,5.923,164.1,5.7,Negative,Pneumococcal_pos,1.4,38.6,75,31,108,56,73.3,86,12,151.5,78.5,34.2,1,0,1,1,13.9,240,90.7,15.7,5.8,139.9,47.1,16.8,1.61,114,3.8,2.5,100,2111,7.1,0.253,1,0,0,0,7.37,40,35.6,24.4,91.0,1.4,0.28,0,0,3,1,1,1,0,0,97,IV,4,8,3,1,0,1,1,2,26,6,50,Severe,0,0,1,Critical,IMV,1,9.1,7.5,6.3,10.2,18.6,26.1,1,0,0,0,1,0,0,CAP_ICU,Ceftriaxone,2000,q24h,IV,8,1,Azithromycin,1,0,0,0,None,0.0,0,0,0,0,0,0.742,0,0,0,0,0,0,0,0,Never,0,3,Current,Both,0,1,6.8,8.4,0,,0,0,0,0,1,0,0,LTAC_or_SNF,0,0,4.8,37761
106,44.0,Adult,Male,White,Private,Urban,0,0,HAP,Bacterial,E_coli,0,0,J18.9,64667001,Patchy_Infiltrate,18.754,232.4,18.5,Negative,Pneumococcal_pos,0.4,39.5,109,26,91,84,86.3,92,12,158.4,125.6,50.0,1,0,0,1,11.2,143,82.0,15.2,5.4,138.2,16.6,5.9,1.58,149,3.4,1.5,249,22,29.6,0.017,1,0,0,0,7.31,94,33.5,24.6,95.8,2.8,0.44,0,0,1,1,0,0,0,0,27,I,4,5,2,0,1,0,0,2,16,2,216,Mild,0,0,0,Mild,Nasal_Cannula,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,0,0,0,0,HAP_Non_VAP,Piperacillin_Tazobactam,4500,q6h,IV,11,1,Azithromycin,0,0,1,1,ARDS,6.0,0,0,0,0,0,2.466,0,0,1,0,0,0,0,0,Never,0,1,Current,PPSV23_only,0,0,0.0,4.5,0,,0,0,0,0,1,0,0,Home,0,0,5.1,16793
107,41.8,Adult,Male,White,Medicare,Urban,0,0,CAP,Viral,Influenza_A,0,0,J09.X1,233604007,Patchy_Infiltrate,0.069,114.8,25.0,Negative,Negative,1.7,37.4,100,16,117,69,85.0,85,14,169.4,75.7,26.4,0,0,1,0,11.1,258,80.9,13.3,6.1,136.1,37.7,13.5,1.7,150,3.5,3.6,339,230,51.2,0.061,1,0,0,0,7.41,67,35.4,21.2,95.3,3.3,0.27,0,0,2,1,1,0,0,0,17,I,3,4,1,0,0,1,1,1,18,5,246,Mild,0,0,0,Moderate,HFNC,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,1,0,0,0,CAP_Inpatient_Non_ICU,Ceftriaxone,1000,q24h,IV,10,0,None,0,1,1,0,None,0.0,1,0,0,0,0,0.011,0,1,0,0,0,0,0,0,Never,0,2,Current,Both,0,0,0.0,3.6,0,,0,0,0,0,0,0,0,Home_with_Services,1,1,4.6,24080
108,74.8,Elderly,Male,White,Medicare,Suburban,0,0,CAP,Atypical,M_pneumoniae,0,0,J15.7,233604007,Patchy_Infiltrate,0.445,110.3,13.0,Negative,Pneumococcal_pos,2.1,40.3,98,17,108,59,75.3,93,13,175.3,49.3,16.1,1,0,0,0,12.3,203,79.5,10.3,7.7,137.4,30.4,10.9,2.23,128,3.5,1.5,826,2591,79.1,0.108,1,0,0,0,7.37,141,39.2,28.2,90.7,2.1,0.41,0,0,3,1,1,0,0,1,87,III,3,3,1,1,0,0,0,1,15,4,345,None,1,0,0,Severe,IMV,1,51.8,11.7,6.8,9.8,15.1,24.0,0,0,0,0,1,1,0,CAP_Inpatient_Non_ICU,Ceftriaxone,1000,q24h,IV,7,0,None,0,1,1,0,None,0.0,0,0,0,0,1,0.148,0,1,0,1,0,0,0,0,Never,1,3,Current,Neither,0,0,0.0,5.9,0,,0,0,0,0,0,0,0,SNF_or_Rehab,0,0,8.2,5000
109,8.8,Pediatric,Male,White,Medicare,Rural,0,0,CAP,Bacterial,S_pneumoniae,0,0,J13,233604007,Patchy_Infiltrate,4.738,126.9,18.5,Negative,Pneumococcal_pos,2.2,39.0,78,24,110,65,80.0,88,12,186.5,42.1,12.1,1,0,1,1,13.1,228,60.6,13.8,4.4,134.8,15.7,5.6,1.38,120,3.5,3.3,129,55,24.8,0.119,0,0,1,0,7.36,114,26.9,14.5,89.3,1.6,0.42,0,0,1,1,0,0,0,0,18,I,3,8,1,2,1,1,1,2,22,3,270,Mild,0,0,0,Mild,Room_Air,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,0,0,0,0,CAP_Mild_Outpatient,Amoxicillin,1000,q8h,PO,8,1,Azithromycin,0,0,0,0,None,0.0,0,0,0,0,0,0.843,0,0,0,0,0,0,0,0,Former,1,1,Never,Both,0,0,0.0,4.3,0,,0,0,1,0,0,0,0,Home,0,0,3.3,16786
110,56.1,Adult,Male,White,Medicare,Urban,1,0,CAP,Unknown,Unknown,0,0,J18.9,233604007,Patchy_Infiltrate,0.138,131.2,21.7,Negative,Pneumococcal_pos,0.7,39.4,90,23,121,92,101.7,86,15,165.4,42.9,15.7,1,0,1,1,14.1,75,72.3,17.6,4.1,138.5,13.3,4.7,1.94,169,4.2,3.1,212,2326,94.9,0.207,1,1,0,0,7.4,40,31.5,18.4,89.6,3.9,0.39,0,0,0,0,0,0,0,0,58,II,2,6,3,0,0,1,2,0,19,2,76,Severe,1,0,0,Mild,Simple_Mask,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,0,0,0,0,CAP_Mild_Outpatient,Amoxicillin,1000,q8h,PO,3,0,None,0,0,0,0,None,0.0,0,0,1,0,1,0.011,0,0,0,0,0,0,0,0,Former,0,2,Never,Both,0,0,0.0,2.0,0,,0,0,0,0,0,0,0,Home,0,1,2.2,14364
111,65.1,Elderly,Female,Black,Private,Rural,0,0,CAP,Atypical,M_pneumoniae,0,0,J15.7,233604007,Multilobar,0.166,80.0,15.4,Negative,Legionella_pos,0.5,39.6,110,21,124,54,77.3,92,13,158.5,70.9,28.2,1,0,0,0,9.1,40,79.1,23.8,3.3,137.9,6.4,2.3,1.33,145,3.3,1.7,100,68,154.5,0.054,0,1,0,0,7.38,73,35.6,25.3,90.5,1.4,0.41,0,0,2,1,0,0,0,1,86,III,3,7,2,2,0,1,1,1,27,7,177,Moderate,1,0,1,Critical,IMV,1,2.7,6.2,5.8,16.6,8.4,20.4,0,0,0,0,1,1,0,CAP_ICU,Ceftriaxone,2000,q24h,IV,6,0,None,0,1,1,0,None,0.0,0,0,0,0,1,0.04,0,0,1,0,0,0,0,0,Never,0,1,Never,Neither,0,0,0.0,9.2,0,,0,0,1,0,0,0,0,LTAC_or_SNF,0,0,6.2,18561
112,76.9,Elderly,Female,Other,Medicaid,Urban,0,0,CAP,Bacterial,Legionella_pneumophila,0,0,J15.0,233604007,Interstitial,18.955,89.1,13.7,Negative,Negative,2.7,38.1,99,32,115,63,80.3,89,15,157.9,74.9,30.0,0,0,1,1,13.0,101,72.2,22.0,3.3,147.9,30.0,10.7,1.82,125,2.8,4.6,166,79,19.5,1.277,1,0,0,0,7.39,133,46.1,19.6,86.4,1.8,0.54,0,0,3,0,1,1,0,1,98,IV,5,3,1,0,0,1,1,0,9,7,245,Mild,0,0,0,Severe,Simple_Mask,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,0,0,0,0,CAP_Inpatient_Non_ICU,Ceftriaxone,1000,q24h,IV,9,1,Azithromycin,0,0,1,0,None,0.0,0,0,0,0,1,0.987,0,1,0,1,0,0,0,0,Former,0,4,Prior_Year,PPSV23_only,0,0,0.0,5.1,0,,0,0,0,0,0,0,0,SNF_or_Rehab,0,0,13.0,5000
113,67.7,Elderly,Female,Other,Private,Urban,0,0,CAP,Atypical,M_pneumoniae,0,0,J15.7,233604007,Interstitial,0.543,18.5,12.9,Negative,Negative,0.4,38.0,116,23,112,83,92.7,89,15,160.4,95.0,36.9,0,0,1,1,7.7,323,74.0,8.4,8.8,141.1,24.9,8.9,2.09,117,3.6,1.0,196,276,26.5,0.115,1,0,0,0,7.38,164,41.2,19.1,91.2,4.7,0.71,0,0,2,0,1,0,0,1,64,II,2,6,2,0,1,0,3,0,22,7,230,Mild,1,0,0,Moderate,Nasal_Cannula,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,0,0,0,0,CAP_Inpatient_Non_ICU,Ceftriaxone,1000,q24h,IV,6,1,Azithromycin,0,0,1,0,None,0.0,0,0,0,0,0,0.155,1,1,1,0,0,0,0,0,Never,0,5,Never,PCV13_only,0,0,0.0,2.8,0,,0,0,0,0,1,0,0,Home_with_Services,0,0,2.3,36822
114,55.2,Adult,Female,Hispanic,Private,Suburban,0,0,CAP,Unknown,Unknown,0,0,J18.9,233604007,Lobar_Consolidation,0.054,105.8,17.6,Negative,Negative,6.1,38.2,124,28,145,71,95.7,90,14,192.4,79.4,21.4,0,0,1,1,11.2,108,95.0,20.0,4.7,138.1,19.9,7.1,2.52,154,2.8,0.7,368,7320,12.6,0.178,1,0,0,0,7.37,136,34.8,20.2,91.5,0.8,0.57,0,0,2,1,1,0,0,0,73,III,4,5,2,1,0,1,0,1,12,4,239,Mild,0,0,0,Moderate,Simple_Mask,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,0,0,0,0,CAP_Inpatient_Non_ICU,Ceftriaxone,1000,q24h,IV,4,1,Azithromycin,0,1,0,0,None,0.0,0,0,0,0,0,0.019,0,0,1,0,0,0,0,0,Current,0,1,Current,PCV13_only,0,0,0.0,2.5,0,,0,0,0,0,1,0,0,Home_with_Services,0,0,5.6,12300
115,2.7,Pediatric,Male,Hispanic,Private,Suburban,1,1,CAP,Bacterial,H_influenzae,0,0,J14,233604007,Patchy_Infiltrate,1.93,151.0,18.2,Negative,Negative,5.2,38.5,95,27,136,63,87.3,95,15,176.3,98.6,31.7,1,0,0,1,15.0,258,76.8,19.2,4.0,139.5,5.0,1.8,2.15,185,3.3,3.1,100,120,3.0,0.051,1,0,0,1,7.42,48,39.1,20.0,93.6,1.2,0.32,0,0,0,0,0,0,0,0,0,I,1,3,2,1,0,0,0,0,10,2,150,Moderate,1,0,0,Mild,Nasal_Cannula,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,0,0,0,0,CAP_Mild_Outpatient,Amoxicillin,1000,q8h,PO,9,1,Azithromycin,0,0,0,0,None,0.0,0,0,0,0,1,0.209,0,0,0,0,0,0,0,0,Former,0,1,Current,PCV13_only,0,0,0.0,2.5,0,,0,0,1,0,1,0,1,Home,0,0,8.9,12250
116,88.7,Elderly,Male,White,Private,Rural,0,0,CAP,Atypical,M_pneumoniae,0,0,J15.7,233604007,Patchy_Infiltrate,0.161,98.6,15.9,Negative,Negative,3.8,39.3,65,22,131,84,99.7,89,14,180.2,81.0,24.9,1,0,1,1,9.3,164,81.8,13.0,6.3,144.7,28.4,10.1,1.46,155,3.6,0.5,1024,22,78.7,0.032,0,0,0,0,7.42,61,36.4,25.9,93.2,3.2,0.41,0,0,3,1,1,0,0,1,93,IV,5,5,1,1,1,1,0,1,22,3,147,Moderate,1,0,0,Severe,Room_Air,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,0,0,0,0,CAP_Inpatient_Non_ICU,Ceftriaxone,1000,q24h,IV,12,1,Azithromycin,0,1,0,0,None,0.0,0,0,0,0,0,0.056,0,0,1,0,0,0,0,0,Never,0,4,Current,Neither,0,0,0.0,1.4,0,,0,0,0,0,1,1,1,SNF_or_Rehab,1,1,4.3,13750
117,72.4,Elderly,Female,Black,Medicare,Urban,0,0,HAP,Bacterial,K_pneumoniae_MDR,0,0,J18.9,64667001,Lobar_Consolidation,6.497,228.7,17.2,Negative,Negative,1.8,38.6,93,39,109,80,89.7,85,12,165.4,80.3,29.4,1,0,1,1,8.3,170,83.7,15.0,5.6,132.1,28.2,10.1,2.65,151,2.7,5.1,984,55,77.7,0.161,1,0,1,0,7.44,54,41.2,25.6,88.3,3.6,0.49,0,0,4,1,1,1,0,1,112,IV,6,5,1,1,1,0,0,2,12,7,109,Moderate,1,1,1,Critical,IMV,1,2.3,7.7,6.6,9.7,14.2,21.1,1,0,0,0,0,0,0,HAP_Non_VAP,Piperacillin_Tazobactam,4500,q6h,IV,6,0,None,0,0,1,0,None,0.0,0,0,0,0,0,1.869,1,0,1,0,0,1,0,0,Never,0,4,Current,PPSV23_only,1,0,0.0,2.1,0,,0,0,0,0,0,1,0,LTAC_or_SNF,0,1,1.3,7365
118,79.6,Elderly,Male,Black,Medicaid,Suburban,0,0,CAP,Bacterial,S_aureus_MSSA,0,0,J15.21,233604007,Interstitial,12.438,125.2,13.3,Positive,Negative,0.2,39.2,96,17,98,77,84.0,92,13,168.0,67.3,23.8,1,0,0,0,12.7,207,84.8,20.3,4.2,136.7,14.3,5.1,2.1,158,3.1,1.8,100,1175,30.9,0.107,1,0,0,0,7.37,40,39.7,23.8,92.3,3.0,0.51,0,0,2,1,0,0,0,1,94,IV,5,9,3,1,1,1,2,1,23,5,50,Severe,1,0,0,Moderate,Room_Air,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,0,0,0,0,CAP_Inpatient_Non_ICU,Ceftriaxone,1000,q24h,IV,11,1,Azithromycin,0,0,0,1,COVID_O2_Requiring,11.4,0,0,0,0,0,1.051,0,1,1,0,1,0,0,0,Current,0,4,Never,PCV13_only,0,0,0.0,4.0,0,,0,0,1,0,1,0,0,Home_with_Services,0,1,4.3,33276
119,83.6,Elderly,Female,Asian,Medicare,Urban,0,0,CAP,Bacterial,H_influenzae,0,0,J14,233604007,Lobar_Consolidation,11.013,117.4,5.3,Negative,Negative,0.9,36.4,82,17,138,67,90.7,95,11,175.7,111.3,36.1,0,0,0,0,15.2,331,73.6,17.8,4.1,130.2,9.5,3.4,0.55,197,3.7,0.5,275,34,3.5,0.081,0,0,1,1,7.43,99,45.3,28.0,93.3,0.5,0.4,0,0,2,1,0,0,0,1,112,IV,3,4,0,0,2,0,0,2,26,5,244,Mild,0,0,1,Critical,IMV,1,10.9,4.3,5.5,5.4,16.1,28.0,0,0,0,0,0,0,0,CAP_ICU,Ceftriaxone,2000,q24h,IV,10,1,Azithromycin,0,0,1,0,None,0.0,0,0,0,0,0,1.429,1,0,1,1,0,0,0,0,Former,0,4,Never,Both,0,0,0.0,5.2,1,15.6,1,1,0,0,0,0,1,Died,0,0,4.9,5000
120,82.0,Elderly,Female,Asian,Medicaid,Urban,0,0,CAP,Bacterial,H_influenzae,1,0,J14,233604007,Lobar_Consolidation,1.184,152.5,18.5,Negative,Negative,0.2,38.5,82,18,116,66,82.7,97,14,162.4,46.3,17.6,1,0,0,0,12.6,244,92.1,18.8,4.9,139.2,22.4,8.0,1.22,170,3.0,0.6,100,1988,175.2,0.908,0,0,0,0,7.54,64,28.2,17.4,96.3,2.5,0.25,0,0,3,1,1,0,0,1,85,III,3,4,2,0,1,0,0,1,20,4,250,Mild,0,0,0,Severe,NIV,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,1,0,0,0,0,CAP_Inpatient_Non_ICU,Ceftriaxone,1000,q24h,IV,5,1,Azithromycin,0,0,1,1,COVID_O2_Requiring,7.9,0,0,0,0,1,0.153,1,0,0,0,0,0,0,0,Never,0,3,Current,PCV13_only,0,1,6.7,12.1,0,,0,0,0,0,0,0,0,SNF_or_Rehab,0,1,2.8,34168
121,74.2,Elderly,Male,Hispanic,Medicaid,Urban,1,0,CAP,Unknown,Unknown,0,0,J18.9,233604007,Lobar_Consolidation,0.86,72.0,8.7,Positive,Negative,1.2,40.2,108,34,96,72,80.0,85,12,164.8,86.6,31.9,1,0,1,1,7.6,213,85.8,8.6,10.0,139.3,36.2,12.9,1.31,172,3.6,0.5,2859,513,23.1,0.165,0,0,0,0,7.37,209,29.8,22.2,90.9,2.5,0.67,0,0,4,1,1,1,0,1,127,IV,6,8,1,0,1,3,1,2,19,7,311,None,1,0,0,Critical,IMV_ECMO,1,4.9,3.9,6.5,9.8,15.5,21.7,0,1,0,0,1,1,0,CAP_ICU,Ceftriaxone,2000,q24h,IV,6,1,Azithromycin,0,0,1,0,None,0.0,0,0,0,0,1,0.105,0,1,1,0,0,0,0,0,Former,0,6,Current,Neither,0,1,8.7,9.9,1,0.1,1,1,0,0,0,0,0,Died,0,0,2.7,24744
122,74.0,Elderly,Male,Black,Private,Rural,0,1,CAP,Viral,SARS_CoV2,0,0,J12.82,233604007,Lobar_Consolidation,0.069,21.8,17.3,Negative,Negative,6.6,38.7,146,27,108,55,72.7,90,14,160.6,76.0,29.5,1,0,1,1,8.5,291,67.1,27.5,2.4,132.8,22.2,7.9,2.14,178,2.8,2.8,2773,337,5.2,0.121,1,0,1,0,7.39,195,37.7,28.2,100.0,5.6,0.58,0,0,3,1,1,0,0,1,111,IV,6,4,0,0,1,1,1,1,13,6,338,None,0,0,0,Severe,Room_Air,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,0,0,0,0,CAP_Inpatient_Non_ICU,Ceftriaxone,1000,q24h,IV,13,0,None,0,1,1,1,ARDS,10.0,1,0,0,0,0,0.012,0,0,0,1,0,0,0,0,Never,0,6,Current,Both,0,0,0.0,4.2,0,,0,0,0,0,0,1,0,SNF_or_Rehab,0,0,1.0,7382
123,2.1,Pediatric,Male,Asian,Medicaid,Urban,0,0,CAP,Viral,Influenza_B,0,0,J18.9,233604007,Lobar_Consolidation,0.018,102.8,18.1,Negative,Pneumococcal_pos,0.5,38.2,94,21,94,86,88.7,95,13,163.1,97.2,36.5,0,0,0,0,12.0,153,79.1,3.7,21.3,142.4,12.5,4.5,0.92,147,2.7,0.5,394,574,8.1,0.376,0,0,0,0,7.31,231,38.8,26.6,91.4,3.5,0.65,0,0,1,1,0,0,0,0,19,I,1,4,0,0,0,2,1,1,14,2,354,None,0,0,0,Mild,Nasal_Cannula,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,0,0,0,0,CAP_Mild_Outpatient,Amoxicillin,1000,q8h,PO,5,0,None,0,0,0,0,None,0.0,1,0,0,0,1,0.01,0,0,0,0,0,0,0,0,Current,0,1,Current,Both,0,0,0.0,4.2,0,,0,0,1,0,1,0,0,Home,0,0,1.9,11316
124,48.5,Adult,Male,White,Medicare,Suburban,1,0,CAP,Viral,Influenza_A,0,0,J09.X1,233604007,Patchy_Infiltrate,0.208,47.6,7.3,Negative,Negative,8.6,37.9,94,15,139,95,109.7,100,15,168.5,79.5,28.0,0,0,0,0,10.1,294,76.3,21.5,3.6,135.1,19.3,6.9,0.4,147,4.5,2.0,100,74,78.0,0.067,0,0,0,0,7.38,51,52.4,29.7,97.8,1.2,0.29,0,0,0,0,0,0,0,0,0,I,0,1,1,0,0,0,0,0,16,3,178,Moderate,0,0,0,Mild,Nasal_Cannula,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,0,0,0,0,CAP_Mild_Outpatient,Amoxicillin,1000,q8h,PO,6,1,Azithromycin,0,0,0,1,Refractory_Shock,9.4,1,0,0,0,0,0.027,0,0,0,0,1,0,0,0,Current,0,1,Prior_Year,Both,0,0,0.0,2.1,0,,0,0,0,0,0,0,0,Home,0,1,2.1,9483
125,5.6,Pediatric,Male,Other,Medicaid,Suburban,0,0,HCAP,Viral,SARS_CoV2,0,0,J12.82,422400008,Patchy_Infiltrate,0.686,27.0,12.0,Positive,Pneumococcal_pos,1.7,36.4,83,32,120,66,84.0,86,10,159.0,80.2,31.7,0,0,1,1,11.8,250,79.0,16.2,4.9,134.6,42.6,15.2,1.46,141,2.3,2.4,247,550,5.7,0.351,0,0,1,0,7.37,40,23.9,19.6,89.9,3.2,0.57,0,0,3,1,1,1,0,0,43,I,4,6,2,0,0,2,0,2,14,6,69,Severe,1,0,0,Severe,IMV,1,31.5,8.0,6.0,10.0,21.0,19.3,1,0,0,0,1,1,0,CAP_Inpatient_Non_ICU,Ceftriaxone,1000,q24h,IV,14,1,Azithromycin,0,0,1,1,COVID_O2_Requiring,8.8,1,0,0,0,0,0.257,0,0,0,0,0,0,0,0,Never,0,2,Never,PPSV23_only,0,0,0.0,4.9,1,31.3,0,1,1,0,0,0,0,Died,0,0,1.6,6400
126,44.7,Adult,Male,White,Medicaid,Suburban,0,1,VAP,Bacterial,E_coli_ESBL,0,1,J18.9,429271009,Lobar_Consolidation,6.15,90.5,26.7,Positive,Negative,0.3,38.5,135,30,104,70,81.3,84,9,171.1,74.1,25.3,1,0,1,1,11.4,233,88.0,15.7,5.6,135.4,35.8,12.8,1.66,109,2.9,2.9,482,102,20.3,0.06,1,0,0,0,7.38,48,32.9,24.6,87.3,3.7,0.48,0,0,3,1,1,1,0,0,44,I,4,6,2,0,1,0,0,3,14,6,100,Severe,1,0,1,Critical,HFNC,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,1,0,0,0,VAP_Protocol,Meropenem,2000,q8h,IV,6,1,Azithromycin,1,0,0,0,None,0.0,0,0,1,0,0,1.491,0,0,0,0,0,0,0,0,Former,0,1,Current,Neither,0,1,3.2,3.6,1,20.0,1,1,1,0,1,0,0,Died,0,0,3.1,57085
127,53.1,Adult,Female,Other,Medicaid,Suburban,0,0,CAP,Atypical,C_pneumoniae,1,0,J18.9,233604007,Lobar_Consolidation,0.093,91.3,13.5,Negative,Negative,0.3,39.7,115,29,114,86,95.3,93,10,171.1,110.7,37.8,1,0,0,1,11.1,195,85.7,12.0,7.1,143.5,25.1,9.0,1.56,162,4.3,2.6,303,2389,1036.4,0.025,1,0,0,0,7.44,40,36.2,21.4,100.0,2.9,0.42,0,0,2,1,1,0,0,0,70,II,2,6,2,0,0,1,1,2,22,4,50,Severe,0,0,0,Moderate,Nasal_Cannula,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,0,0,0,0,CAP_Inpatient_Non_ICU,Ceftriaxone,1000,q24h,IV,12,1,Azithromycin,0,1,1,0,None,0.0,0,0,1,0,0,0.021,0,0,0,0,0,0,0,0,Current,0,2,Never,PPSV23_only,0,0,0.0,3.3,0,,0,0,1,1,0,0,0,Home_with_Services,0,0,6.9,14518
128,0.0,Pediatric,Female,Black,Private,Rural,0,0,CAP,Bacterial,K_pneumoniae,0,0,J15.0,233604007,Interstitial,11.256,217.1,8.3,Negative,Negative,3.0,38.4,117,23,99,94,95.7,88,13,166.0,80.1,29.0,1,0,1,1,15.5,167,85.3,22.3,3.8,133.2,22.9,8.2,1.14,167,3.2,3.2,2182,79,78.4,0.164,0,0,1,0,7.41,111,37.3,25.0,96.7,1.0,0.52,0,0,2,1,1,0,0,0,12,I,3,2,0,0,1,0,0,1,4,6,213,Mild,0,0,0,Moderate,Nasal_Cannula,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,0,0,0,0,CAP_Inpatient_Non_ICU,Ceftriaxone,1000,q24h,IV,5,0,None,0,0,1,0,None,0.0,0,0,0,0,1,3.217,0,0,0,0,0,1,0,0,Never,0,2,Prior_Year,Neither,0,0,0.0,2.9,0,,0,0,1,0,0,0,0,Home_with_Services,1,0,2.0,47854
129,5.6,Pediatric,Female,White,Medicaid,Urban,0,0,CAP,Viral,SARS_CoV2,0,0,J12.82,233604007,Lobar_Consolidation,0.024,2.0,18.4,Negative,Pneumococcal_pos,2.9,38.5,127,26,73,89,83.7,88,12,158.9,123.3,48.8,1,1,1,1,13.0,137,83.6,14.6,5.7,137.8,16.1,5.7,0.83,142,3.9,4.0,1323,709,6.3,0.107,0,0,0,0,7.44,51,46.2,27.9,85.7,4.3,0.4,0,0,2,1,0,0,1,0,45,I,6,9,2,0,1,3,1,2,20,6,130,Moderate,1,0,0,Moderate,Simple_Mask,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,0,0,0,0,CAP_Inpatient_Non_ICU,Ceftriaxone,1000,q24h,IV,8,0,None,0,1,0,0,None,0.0,1,0,0,0,1,0.01,0,0,0,0,0,0,0,0,Current,0,1,Current,Neither,0,0,0.0,2.2,0,,0,0,0,0,0,0,0,Home_with_Services,0,0,9.4,6313
130,87.3,Elderly,Male,Black,Uninsured,Urban,0,0,HAP,Unknown,Unknown,0,0,J18.9,64667001,Patchy_Infiltrate,0.154,64.7,10.6,Negative,Negative,1.7,36.8,96,25,85,49,61.0,92,11,169.2,86.0,30.1,0,1,0,1,14.2,140,81.2,8.0,10.2,139.6,16.2,5.8,1.71,196,3.5,1.4,1409,80,4.1,0.056,1,0,0,1,7.32,89,40.9,19.4,88.4,0.5,0.52,0,1,3,1,0,0,1,1,112,IV,8,5,2,0,0,1,0,2,17,6,170,Moderate,1,1,1,Critical,HFNC,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,1,0,0,0,HAP_Non_VAP,Piperacillin_Tazobactam,4500,q6h,IV,11,0,None,0,0,0,1,COVID_O2_Requiring,12.8,0,0,1,0,1,0.059,0,0,0,0,0,0,0,1,Never,0,3,Current,Neither,0,0,0.0,4.5,0,,0,0,0,0,0,0,0,LTAC_or_SNF,0,1,4.7,16769
131,4.7,Pediatric,Male,White,Private,Suburban,0,0,HAP,Bacterial,A_baumannii,0,0,J18.9,64667001,Patchy_Infiltrate,0.911,122.2,5.7,Negative,Negative,0.3,37.7,103,23,92,64,73.3,95,12,162.4,80.5,30.5,0,0,0,1,13.2,119,60.2,6.8,8.8,138.0,11.6,4.1,2.16,134,3.0,3.0,753,219,3.0,0.238,1,0,0,0,7.39,97,24.7,14.3,89.9,3.3,0.58,0,0,1,1,0,0,0,0,27,I,1,7,2,0,0,2,1,2,20,7,168,Moderate,1,0,0,Mild,Room_Air,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,0,0,0,0,HAP_Non_VAP,Piperacillin_Tazobactam,4500,q6h,IV,7,1,Azithromycin,0,0,0,0,None,0.0,0,0,0,0,1,0.046,0,0,0,0,0,0,0,0,Never,0,2,Current,PCV13_only,0,0,0.0,8.5,0,,0,0,0,0,1,0,0,Home,0,0,14.0,16480
132,47.7,Adult,Male,Black,Medicaid,Urban,0,0,CAP,Bacterial,H_influenzae,0,0,J14,233604007,Patchy_Infiltrate,49.987,118.0,17.6,Negative,Negative,3.7,40.2,137,25,92,75,80.7,84,11,168.5,76.8,27.0,1,0,1,1,11.2,214,88.9,14.8,6.0,138.5,44.0,15.7,1.05,89,3.0,1.8,135,252,33.9,0.232,0,0,0,0,7.37,56,44.1,29.4,89.2,1.5,0.47,0,0,2,1,1,0,0,0,27,I,4,8,2,2,1,1,0,2,16,3,119,Moderate,0,0,0,Moderate,Simple_Mask,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,0,0,0,0,CAP_Inpatient_Non_ICU,Ceftriaxone,1000,q24h,IV,8,0,None,0,0,1,0,None,0.0,0,0,0,0,1,9.465,0,1,0,0,0,0,0,0,Current,0,2,Prior_Year,Both,0,0,0.0,6.5,0,,0,0,0,0,0,0,0,Home_with_Services,1,0,5.7,22906
133,61.4,Adult,Male,Black,Medicaid,Urban,0,0,CAP,Bacterial,S_pneumoniae,0,0,J13,233604007,Interstitial,16.1,212.2,9.5,Contaminated,Negative,1.9,39.4,113,17,118,65,82.7,97,11,180.1,92.4,28.5,1,0,0,0,11.6,186,84.7,6.2,13.7,139.9,31.1,11.1,1.2,123,2.2,2.3,152,29911,48.0,0.055,0,0,0,0,7.4,194,45.3,24.8,87.3,2.2,0.62,0,0,2,1,1,0,0,0,81,III,1,3,0,0,0,1,0,2,15,6,314,None,1,1,1,Critical,IMV,1,3.6,8.8,6.4,7.8,12.9,18.5,0,0,0,0,1,1,0,CAP_ICU,Ceftriaxone,2000,q24h,IV,10,1,Azithromycin,1,0,1,0,None,0.0,0,0,0,0,1,1.814,0,0,0,0,0,0,0,0,Former,0,1,Never,PCV13_only,0,1,1.6,3.5,0,,0,0,0,0,0,0,0,LTAC_or_SNF,0,0,1.0,60014
134,66.5,Elderly,Female,Hispanic,Private,Urban,0,0,CAP,Viral,Influenza_A,0,0,J09.X1,233604007,Patchy_Infiltrate,0.579,121.7,15.3,Positive,Negative,0.6,37.6,59,24,130,94,106.0,90,15,154.2,67.1,28.2,0,0,1,1,11.5,238,69.3,27.3,2.5,135.1,24.6,8.8,1.33,86,3.2,0.6,352,298,120.2,0.059,0,0,0,0,7.38,93,38.4,22.8,94.7,3.3,0.39,0,0,2,0,1,0,0,1,62,II,2,3,0,0,1,1,1,0,16,3,240,Mild,0,0,0,Moderate,HFNC,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,1,0,0,0,CAP_Inpatient_Non_ICU,Ceftriaxone,1000,q24h,IV,5,1,Azithromycin,0,0,0,1,Refractory_Shock,7.6,1,0,1,1,1,0.06,0,1,0,1,1,0,0,0,Never,1,4,Prior_Year,Neither,0,0,0.0,6.1,0,,0,0,0,0,0,0,0,Home_with_Services,0,1,8.3,5000
135,66.2,Elderly,Male,Asian,Uninsured,Urban,1,1,VAP,Bacterial,P_aeruginosa,1,0,J15.1,429271009,Multilobar,1.303,325.7,11.8,Negative,Negative,0.5,38.8,120,32,100,85,90.0,89,11,191.9,83.2,22.6,1,0,1,1,12.4,207,85.4,18.5,4.6,141.9,38.0,13.6,2.27,182,3.0,2.9,184,170,3.3,0.339,1,0,0,1,7.29,63,23.7,20.5,81.5,0.9,0.63,0,1,4,1,1,1,0,1,118,IV,4,8,3,0,1,2,0,2,19,9,101,Moderate,0,0,1,Critical,IMV,1,4.6,9.9,6.7,11.4,18.1,17.2,0,0,0,0,0,0,0,VAP_Protocol,Meropenem,2000,q8h,IV,15,1,Azithromycin,0,0,1,0,None,0.0,0,0,0,0,1,0.132,0,0,0,0,1,0,0,0,Former,0,5,Never,PCV13_only,0,0,0.0,10.2,0,,0,0,0,0,0,0,0,LTAC_or_SNF,1,0,1.0,10927
136,6.1,Pediatric,Male,White,Private,Urban,0,0,VAP,Bacterial,P_aeruginosa,0,0,J15.1,429271009,Interstitial,8.213,267.5,20.0,Negative,Negative,1.4,39.5,105,35,124,54,77.3,93,9,167.2,80.2,28.7,1,0,0,1,9.4,89,90.1,21.9,4.1,134.0,41.6,14.9,2.59,145,2.9,3.4,1436,360,11.8,0.098,1,1,1,0,7.26,75,31.5,12.1,88.1,3.8,0.49,0,1,3,1,1,1,0,0,42,I,2,8,1,2,0,1,1,3,30,7,153,Moderate,0,0,1,Critical,IMV,1,7.5,3.1,6.2,13.1,9.0,20.2,0,0,0,0,1,0,0,VAP_Protocol,Meropenem,2000,q8h,IV,11,0,None,0,0,0,0,None,0.0,0,0,0,0,0,2.451,0,0,0,1,0,1,0,0,Former,0,2,Current,PCV13_only,0,1,2.2,3.8,0,,0,0,0,0,1,0,0,LTAC_or_SNF,0,1,1.0,68279
137,59.6,Adult,Female,White,Private,Urban,0,1,CAP,Atypical,C_pneumoniae,0,0,J18.9,233604007,Lobar_Consolidation,0.371,2.0,14.4,Negative,Negative,0.6,37.6,114,24,102,71,81.3,94,13,172.5,87.2,29.3,0,0,0,1,15.7,135,90.5,27.3,3.3,136.5,13.8,4.9,1.85,185,4.6,2.1,790,30,8.9,0.049,1,0,0,1,7.43,48,40.0,24.3,97.7,0.5,0.46,0,0,1,1,0,0,0,0,77,III,1,9,4,1,1,1,1,1,26,1,105,Moderate,1,0,1,Critical,IMV_ECMO,1,7.3,2.0,5.9,7.4,16.9,28.4,1,1,0,0,1,1,0,CAP_ICU,Ceftriaxone,2000,q24h,IV,7,0,None,0,1,1,0,None,0.0,0,0,0,0,1,0.025,0,0,0,0,0,0,1,0,Former,0,1,Current,Neither,0,1,12.5,17.6,0,,0,0,0,0,0,0,0,LTAC_or_SNF,0,0,6.9,131233
138,70.3,Elderly,Male,White,Medicare,Rural,0,0,CAP,Atypical,M_pneumoniae,0,0,J15.7,233604007,Lobar_Consolidation,0.042,149.3,2.0,Positive,Pneumococcal_pos,5.2,37.2,111,24,107,61,76.3,89,12,159.7,87.7,34.4,0,0,1,1,10.2,178,85.7,12.7,6.7,141.8,24.1,8.6,2.87,195,3.3,2.5,892,310,1479.6,0.295,1,0,0,1,7.41,123,41.4,20.3,95.7,2.1,0.44,0,0,3,1,1,0,0,1,88,III,5,5,0,0,1,1,1,2,12,6,281,Mild,0,0,0,Severe,Nasal_Cannula,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,0,0,0,0,CAP_Inpatient_Non_ICU,Ceftriaxone,1000,q24h,IV,7,0,None,0,0,1,0,None,0.0,0,0,0,0,1,0.014,0,1,1,0,0,0,0,0,Never,0,4,Current,Both,0,0,0.0,4.8,1,10.1,1,1,0,0,0,0,1,Died,0,0,12.0,5000
139,50.2,Adult,Male,White,Medicare,Urban,1,0,CAP,Bacterial,S_pneumoniae,0,0,J13,233604007,Lobar_Consolidation,10.936,150.4,15.8,Positive,Pneumococcal_pos,2.8,38.6,68,30,114,70,84.7,95,13,180.6,88.8,27.2,1,0,0,1,12.5,152,82.6,11.1,7.4,134.6,18.5,6.6,1.26,111,3.6,2.6,629,5062,50.4,0.112,0,0,1,0,7.39,76,26.0,23.4,93.4,0.5,0.54,0,0,2,1,0,1,0,0,89,III,2,7,3,0,0,3,0,1,28,7,141,Moderate,0,0,1,Critical,IMV,1,16.0,1.1,6.9,9.8,21.4,16.7,1,0,0,0,1,1,0,CAP_ICU,Ceftriaxone,2000,q24h,IV,14,1,Azithromycin,0,0,0,1,Refractory_Shock,6.0,0,0,1,0,0,3.427,0,0,0,0,0,0,0,0,Former,0,1,Never,PPSV23_only,0,0,0.0,5.1,0,,0,0,0,0,0,0,0,LTAC_or_SNF,0,0,12.0,10850
140,2.7,Pediatric,Male,Hispanic,Medicaid,Rural,0,0,HAP,Bacterial,K_pneumoniae_MDR,0,0,J18.9,64667001,Lobar_Consolidation,2.271,221.8,13.8,Negative,Pneumococcal_pos,5.0,39.7,113,31,126,65,85.3,88,14,166.6,82.1,29.6,1,0,1,1,10.9,122,91.1,2.0,40.0,137.0,61.4,21.9,1.46,130,3.6,2.8,100,794,62.2,0.114,0,0,0,0,7.37,58,29.8,21.9,96.7,3.2,0.39,0,0,3,1,1,1,0,0,59,II,4,3,1,1,0,0,0,1,11,5,147,Moderate,0,0,0,Severe,Simple_Mask,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,0,0,0,0,HAP_Non_VAP,Piperacillin_Tazobactam,4500,q6h,IV,7,0,None,0,0,0,1,Refractory_Shock,7.6,0,0,0,1,1,0.439,0,1,0,0,0,0,0,0,Current,0,2,Current,Neither,0,0,0.0,2.9,0,,0,0,1,0,0,0,0,SNF_or_Rehab,1,0,4.4,17228
141,65.0,Elderly,Female,White,Private,Rural,0,0,VAP,Bacterial,S_aureus_MRSA,1,0,J15.212,429271009,Patchy_Infiltrate,1.174,155.6,22.7,Negative,Negative,4.5,39.8,114,34,105,78,87.0,90,11,163.7,114.5,42.8,1,0,1,1,10.3,296,79.2,10.2,7.7,132.4,45.5,16.3,2.21,188,3.2,2.5,3514,2108,7.6,0.081,1,0,1,1,7.31,71,40.3,8.0,90.9,2.7,0.64,0,1,4,1,1,1,0,1,94,IV,4,6,3,0,1,0,0,2,20,8,110,Moderate,0,0,1,Critical,HFNC,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,1,0,0,0,VAP_Protocol,Meropenem,2000,q8h,IV,7,1,Azithromycin,0,0,0,0,None,0.0,0,0,1,0,0,0.234,0,1,0,0,0,0,0,0,Current,0,5,Never,Neither,1,1,6.2,9.4,0,,0,0,1,1,1,0,0,LTAC_or_SNF,1,0,2.7,33653
142,53.8,Adult,Female,White,Private,Urban,0,0,CAP,Bacterial,H_influenzae,0,0,J14,233604007,Lobar_Consolidation,7.121,294.1,15.9,Negative,Negative,9.0,39.6,107,29,116,61,79.3,91,15,161.7,89.3,34.2,1,0,1,1,16.4,98,83.6,26.8,3.1,147.2,26.6,9.5,1.55,188,3.3,2.2,100,82,1.0,0.035,1,1,0,1,7.43,53,45.6,25.1,97.2,3.0,0.21,0,0,1,0,1,0,0,0,62,II,3,2,1,1,0,0,0,0,9,4,254,Mild,0,0,0,Mild,Room_Air,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,0,0,0,0,CAP_Mild_Outpatient,Amoxicillin,1000,q8h,PO,11,0,None,1,0,0,1,COVID_O2_Requiring,6.7,0,0,0,0,0,2.047,0,0,1,0,0,0,0,0,Never,0,1,Current,Neither,1,0,0.0,3.0,0,,0,0,0,0,0,0,0,Home,0,0,3.2,13620
143,61.5,Adult,Male,Hispanic,Medicare,Suburban,0,0,CAP,Viral,SARS_CoV2,0,0,J12.82,233604007,Lobar_Consolidation,0.181,80.3,18.9,Negative,Negative,1.5,37.8,118,25,77,40,52.3,93,11,165.0,137.3,50.4,0,1,0,1,10.5,326,75.3,8.7,8.6,145.1,47.2,16.9,2.06,81,3.0,1.6,484,345,35.6,0.167,1,0,0,0,7.37,40,37.1,22.6,87.9,4.8,0.62,0,0,3,1,1,0,1,0,106,IV,4,4,2,0,0,0,0,2,18,6,50,Severe,1,0,0,Severe,IMV,1,1.9,8.3,7.1,8.8,16.6,21.0,0,0,0,0,1,1,0,CAP_Inpatient_Non_ICU,Ceftriaxone,1000,q24h,IV,4,1,Azithromycin,0,1,1,0,None,0.0,1,0,0,0,0,0.01,1,0,0,0,0,0,0,0,Current,0,2,Current,Both,0,0,0.0,3.5,0,,0,0,0,0,0,0,1,SNF_or_Rehab,1,0,3.3,6830
144,62.2,Adult,Female,Asian,Private,Suburban,0,0,CAP,Atypical,C_pneumoniae,0,0,J18.9,233604007,Lobar_Consolidation,0.321,69.0,9.9,Negative,Negative,1.5,38.7,124,23,101,54,69.7,87,15,172.6,81.1,27.2,1,0,1,1,11.7,233,89.8,15.9,5.6,137.2,36.9,13.2,1.51,155,3.2,2.4,604,375,8.4,1.097,1,0,0,0,7.39,84,44.2,24.9,100.0,1.5,0.37,0,0,1,0,1,0,0,0,75,III,2,4,2,1,0,0,1,0,13,0,230,Mild,0,0,0,Mild,Nasal_Cannula,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,0,0,0,0,CAP_Mild_Outpatient,Amoxicillin,1000,q8h,PO,8,0,None,0,0,0,1,COVID_O2_Requiring,6.6,0,0,0,0,1,0.06,0,0,0,0,0,0,0,0,Never,0,1,Prior_Year,PCV13_only,0,0,0.0,1.0,0,,0,0,0,0,1,0,0,Home,0,1,3.7,14728
145,60.9,Adult,Female,White,Medicaid,Suburban,0,0,CAP,Bacterial,S_pneumoniae,0,0,J13,233604007,Patchy_Infiltrate,0.894,188.9,10.6,Negative,Negative,2.0,38.7,111,28,130,58,82.0,86,14,169.9,101.1,35.0,1,0,1,1,10.4,264,64.4,11.6,5.6,138.5,11.1,4.0,2.88,68,3.4,2.0,697,131,14.5,0.3,1,0,0,0,7.43,78,38.3,21.7,92.3,3.8,0.54,0,0,1,1,0,0,0,0,86,III,4,4,1,1,0,0,1,1,13,4,145,Moderate,0,0,0,Mild,Room_Air,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,0,0,0,0,CAP_Mild_Outpatient,Amoxicillin,1000,q8h,PO,8,1,Azithromycin,0,0,0,0,None,0.0,0,0,0,0,1,0.101,0,0,0,0,0,0,0,1,Current,0,1,Prior_Year,PCV13_only,0,0,0.0,8.5,0,,0,0,0,0,0,1,0,Home,0,0,1.8,18228
146,91.6,Elderly,Female,Asian,Medicaid,Urban,0,1,HAP,Bacterial,K_pneumoniae_MDR,0,0,J18.9,64667001,Patchy_Infiltrate,3.311,301.8,16.0,Contaminated,Pneumococcal_pos,1.1,39.4,114,23,70,57,61.3,82,13,167.6,64.0,22.8,1,1,1,1,11.0,230,91.2,14.0,6.5,134.9,33.0,11.8,1.71,149,2.8,4.0,185,1143,37.6,0.058,1,0,1,0,7.38,97,38.8,21.1,94.8,5.8,0.56,0,0,4,1,1,0,1,1,132,V,7,4,2,0,0,1,0,1,14,8,173,Moderate,0,0,0,Critical,HFNC,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,1,0,0,0,HAP_Non_VAP,Piperacillin_Tazobactam,4500,q6h,IV,6,1,Azithromycin,1,0,0,0,None,0.0,0,0,0,0,0,0.375,0,0,1,0,0,0,0,0,Never,0,3,Prior_Year,PCV13_only,0,1,2.2,2.8,0,,0,0,1,0,1,0,0,LTAC_or_SNF,1,0,3.6,39745
147,63.5,Adult,Male,Hispanic,Medicare,Urban,1,0,CAP,Viral,Influenza_A,0,0,J09.X1,233604007,Multilobar,1.47,76.5,12.9,Positive,Pneumococcal_pos,2.4,38.8,125,19,134,72,92.7,90,14,160.2,110.8,43.2,1,0,1,0,11.5,236,80.8,22.4,3.6,134.9,28.1,10.0,1.58,200,3.5,2.9,127,1014,7.7,0.373,1,0,1,1,7.29,126,36.2,23.0,97.4,1.1,0.39,0,0,2,1,1,0,0,0,92,IV,3,4,1,0,0,1,1,1,13,6,327,None,0,0,0,Moderate,Simple_Mask,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,0,0,0,0,CAP_Inpatient_Non_ICU,Ceftriaxone,1000,q24h,IV,3,1,Azithromycin,0,0,0,0,None,0.0,1,0,0,0,0,0.357,0,0,0,0,0,1,0,0,Current,0,2,Current,Neither,1,0,0.0,2.4,0,,0,0,0,0,0,0,0,Home_with_Services,0,0,2.3,6014
148,61.3,Adult,Male,White,Private,Urban,0,0,VAP,Bacterial,K_pneumoniae_CRKP,0,0,J18.9,429271009,Lobar_Consolidation,9.273,308.7,21.9,Negative,Negative,3.8,38.6,148,20,115,55,75.0,83,11,159.5,64.5,25.3,1,0,1,0,9.2,301,91.2,4.4,20.9,136.3,38.3,13.7,2.87,282,2.6,5.4,833,1069,8.0,0.08,1,0,0,1,7.37,108,37.4,22.9,91.7,5.1,0.5,0,0,2,1,1,0,0,0,83,III,3,6,2,0,0,1,1,2,24,5,217,Mild,0,0,1,Critical,IMV,1,5.9,11.6,7.6,5.7,16.1,15.0,0,0,0,0,0,0,0,VAP_Protocol,Meropenem,2000,q8h,IV,8,1,Azithromycin,0,0,0,1,CAP_Severe,13.0,0,0,0,0,0,1.262,0,0,0,1,1,0,0,1,Current,0,3,Current,PPSV23_only,0,1,4.9,8.1,1,9.9,1,1,1,1,1,0,0,Died,0,0,1.6,27730
149,33.5,Adult,Female,Hispanic,Private,Suburban,0,0,CAP,Bacterial,S_aureus_MSSA,0,0,J15.21,233604007,Lobar_Consolidation,1.74,167.0,12.7,Contaminated,Negative,1.8,35.9,114,20,103,59,73.7,90,14,162.9,90.0,33.9,0,0,1,0,11.4,136,71.0,9.0,7.9,137.4,19.7,7.0,0.98,135,3.5,2.2,548,225,83.2,0.099,0,0,0,0,7.35,80,29.9,25.4,96.5,1.5,0.42,0,0,2,1,1,0,0,0,26,I,3,2,0,0,1,0,0,1,6,5,191,Moderate,0,0,0,Moderate,HFNC,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,1,0,0,0,CAP_Inpatient_Non_ICU,Ceftriaxone,1000,q24h,IV,10,1,Azithromycin,1,0,1,1,ARDS,8.9,0,0,0,0,1,0.315,1,0,0,0,1,0,0,0,Current,0,2,Prior_Year,Neither,0,0,0.0,7.0,0,,0,0,0,0,1,0,0,Home_with_Services,0,0,9.6,15442
150,8.8,Pediatric,Male,White,Private,Rural,0,0,CAP,Unknown,Unknown,0,0,J18.9,233604007,Multilobar,0.166,69.7,7.7,Negative,Negative,5.7,39.8,103,20,100,61,74.0,87,10,173.1,74.2,24.8,1,0,1,0,13.3,196,80.2,25.3,3.2,131.1,22.8,8.1,1.79,98,4.1,1.9,100,1597,3.4,0.056,1,0,1,0,7.41,103,41.1,24.3,93.4,0.5,0.49,0,0,2,1,1,0,0,0,31,I,3,8,1,1,0,2,2,2,22,5,209,Mild,1,0,0,Moderate,NIV,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,1,0,0,0,0,CAP_Inpatient_Non_ICU,Ceftriaxone,1000,q24h,IV,6,0,None,0,0,1,0,None,0.0,0,0,0,0,1,0.05,0,0,0,0,0,0,0,0,Never,0,1,Current,Neither,0,0,0.0,3.0,0,,0,0,0,0,1,0,0,Home_with_Services,0,1,5.1,12672
151,61.1,Adult,Female,White,Private,Suburban,0,0,CAP,Bacterial,S_pneumoniae,0,0,J13,233604007,Patchy_Infiltrate,4.567,127.3,10.2,Negative,Pneumococcal_pos,1.3,39.2,110,16,146,57,86.7,97,13,175.3,89.9,29.3,1,0,0,0,13.9,138,80.8,19.7,4.1,137.7,21.2,7.6,1.99,133,3.1,1.2,671,249,12.5,1.592,1,0,0,0,7.2,88,28.3,30.1,89.5,2.7,0.51,0,0,2,1,1,0,0,0,82,III,1,6,3,0,1,1,0,1,19,3,174,Moderate,1,0,0,Moderate,Nasal_Cannula,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,0,0,0,0,CAP_Inpatient_Non_ICU,Ceftriaxone,1000,q24h,IV,4,1,Azithromycin,0,0,0,0,None,0.0,0,0,0,0,0,1.22,1,0,0,0,0,0,0,0,Current,0,3,Current,PPSV23_only,1,0,0.0,5.7,0,,0,0,0,0,1,0,0,Home_with_Services,1,0,5.0,10244
152,54.7,Adult,Female,Hispanic,Private,Suburban,0,0,CAP,Unknown,Unknown,0,0,J18.9,233604007,Patchy_Infiltrate,0.072,121.5,19.2,Negative,Negative,0.2,37.6,107,24,137,64,88.3,87,14,176.8,74.8,23.9,0,0,1,1,11.9,79,84.6,13.7,6.2,136.4,39.5,14.1,2.31,156,4.1,3.5,100,220,18.4,0.037,1,1,0,0,7.4,40,40.1,19.7,95.1,2.2,0.36,0,0,2,1,1,0,0,0,71,III,3,7,2,0,1,2,1,1,20,7,111,Moderate,0,0,0,Moderate,HFNC,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,1,0,0,0,CAP_Inpatient_Non_ICU,Ceftriaxone,1000,q24h,IV,12,0,None,0,0,0,0,None,0.0,0,0,0,0,1,0.012,0,0,1,0,0,0,0,0,Never,0,1,Current,Neither,0,0,0.0,3.4,0,,0,0,0,0,0,0,0,Home_with_Services,0,0,3.8,12157
153,0.0,Pediatric,Male,White,Private,Rural,0,0,CAP,Viral,Influenza_A,0,0,J09.X1,233604007,Patchy_Infiltrate,0.308,130.4,12.7,Negative,Negative,9.1,39.1,98,20,114,66,82.0,87,15,168.0,62.6,22.2,1,0,1,0,12.4,165,68.3,27.3,2.5,138.8,5.1,1.8,2.2,118,3.5,1.2,629,2461,30.0,0.145,1,0,0,0,7.45,48,34.6,22.0,97.0,0.5,0.61,0,0,0,0,0,0,0,0,0,I,2,5,3,0,0,2,0,0,21,1,78,Severe,0,0,0,Mild,Room_Air,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,0,0,0,0,CAP_Mild_Outpatient,Amoxicillin,1000,q8h,PO,10,1,Azithromycin,0,0,0,0,None,0.0,1,0,0,0,0,0.021,0,0,0,1,0,1,0,0,Never,0,2,Prior_Year,Both,0,0,0.0,4.4,0,,0,0,1,0,0,0,0,Home,0,1,1.8,6138
154,62.5,Adult,Female,White,Private,Suburban,0,0,HAP,Bacterial,P_aeruginosa,0,0,J15.1,64667001,Lobar_Consolidation,2.424,107.3,13.5,Negative,Negative,5.9,38.6,143,30,112,78,89.3,91,12,172.2,74.0,25.0,1,0,1,1,11.0,325,86.9,6.7,13.1,136.1,22.8,8.1,1.95,119,3.2,0.5,159,75,6.2,0.068,1,0,0,0,7.38,73,37.7,29.2,85.7,0.8,0.53,0,0,3,1,1,1,0,0,106,IV,4,5,2,1,0,0,0,2,10,5,137,Moderate,0,0,0,Severe,Nasal_Cannula,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,0,0,0,0,HAP_Non_VAP,Piperacillin_Tazobactam,4500,q6h,IV,7,0,None,0,0,1,0,None,0.0,0,0,0,0,0,0.144,0,0,0,0,0,0,0,0,Current,0,1,Current,Both,0,0,0.0,2.5,0,,0,0,0,0,1,0,0,SNF_or_Rehab,0,1,3.5,5000
155,3.1,Pediatric,Female,Hispanic,Private,Urban,0,0,CAP,Bacterial,Legionella_pneumophila,0,0,J15.0,233604007,Interstitial,6.407,191.8,19.1,Negative,Pneumococcal_pos,3.0,38.4,86,32,103,60,74.3,99,15,166.1,113.9,41.3,1,0,0,1,11.1,195,60.8,22.1,2.8,135.8,5.0,1.8,0.51,131,3.4,1.5,366,24,54.7,0.27,0,0,0,0,7.33,40,31.1,22.6,93.8,4.3,0.34,0,0,1,0,0,1,0,0,13,I,1,7,4,0,1,2,0,0,23,5,74,Severe,0,0,0,Mild,HFNC,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,1,0,0,0,CAP_Mild_Outpatient,Amoxicillin,1000,q8h,PO,11,0,None,0,0,0,0,None,0.0,0,0,0,0,1,1.414,0,0,0,0,0,0,0,1,Former,0,4,Current,Both,0,0,0.0,5.3,0,,0,0,1,1,1,0,0,Home,0,1,11.7,20402
156,65.9,Elderly,Female,White,Private,Rural,0,0,CAP,Bacterial,S_pneumoniae,0,0,J13,233604007,Patchy_Infiltrate,27.189,259.4,9.6,Contaminated,Negative,0.7,38.2,122,25,115,67,83.0,91,13,148.8,90.3,40.8,0,0,1,1,10.1,340,73.1,15.3,4.8,140.4,13.4,4.8,1.22,167,3.1,2.4,348,94,6.9,0.184,0,0,0,0,7.51,40,33.2,26.6,96.7,2.5,0.5,0,0,2,1,0,0,0,1,83,III,4,6,2,2,0,1,0,1,13,5,68,Severe,0,0,0,Moderate,Nasal_Cannula,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,0,0,0,0,CAP_Inpatient_Non_ICU,Ceftriaxone,1000,q24h,IV,9,0,None,0,0,0,0,None,0.0,0,0,0,0,1,5.371,0,0,1,0,1,0,0,0,Former,0,5,Never,Neither,0,0,0.0,1.3,0,,0,0,0,0,0,0,1,Home_with_Services,0,1,5.1,19636
157,65.6,Elderly,Male,Asian,Medicaid,Urban,0,0,CAP,Viral,SARS_CoV2,0,0,J12.82,233604007,Patchy_Infiltrate,0.073,74.1,4.3,Negative,Negative,0.8,39.7,107,23,93,61,71.7,88,10,165.6,51.6,18.8,1,0,1,1,8.2,326,66.3,16.8,4.0,137.7,36.0,12.9,3.31,158,2.0,1.9,2615,910,32.0,0.982,1,0,0,0,7.43,155,36.3,22.1,96.0,5.4,0.6,0,0,3,1,1,0,0,1,78,III,3,8,1,1,1,2,1,2,20,6,258,Mild,1,0,0,Severe,Room_Air,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,0,0,0,0,CAP_Inpatient_Non_ICU,Ceftriaxone,1000,q24h,IV,13,1,Azithromycin,0,0,0,0,None,0.0,1,0,0,0,1,0.024,0,0,0,1,0,1,0,1,Never,0,3,Current,Neither,1,0,0.0,11.8,0,,0,0,0,0,0,1,0,SNF_or_Rehab,0,0,3.1,5000
158,63.7,Adult,Female,White,Medicaid,Urban,0,0,CAP,Viral,Influenza_A,1,0,J09.X1,233604007,Patchy_Infiltrate,1.157,49.7,9.4,Negative,Negative,4.6,38.0,72,25,114,82,92.7,97,13,163.9,104.1,38.8,0,0,0,1,10.8,418,87.4,2.3,38.0,142.9,27.5,9.8,0.64,112,3.8,1.6,431,2064,140.9,0.256,0,0,0,0,7.37,40,41.4,22.4,97.2,1.1,0.39,0,0,2,1,1,0,0,0,88,III,2,8,3,1,1,2,0,1,16,5,63,Severe,0,0,0,Moderate,Nasal_Cannula,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,0,0,0,0,CAP_Inpatient_Non_ICU,Ceftriaxone,1000,q24h,IV,10,1,Azithromycin,0,0,0,0,None,0.0,1,0,0,0,1,0.091,0,0,1,0,0,0,0,0,Former,0,2,Current,Neither,0,0,0.0,2.1,0,,0,0,0,0,0,0,0,Home_with_Services,0,0,4.6,11728
159,65.1,Elderly,Male,Other,Medicare,Urban,1,0,VAP,Unknown,Unknown,0,0,J18.9,429271009,Lobar_Consolidation,0.237,74.8,16.6,Contaminated,Negative,14.7,38.2,106,27,138,65,89.3,92,10,156.6,60.4,24.6,0,0,0,1,13.1,314,85.9,11.6,7.4,137.6,28.3,10.1,2.46,137,4.1,3.0,313,187,9.4,0.094,1,0,0,0,7.35,53,40.7,25.5,84.1,1.9,0.53,0,0,3,1,1,0,0,1,79,III,4,7,3,1,0,1,0,2,19,7,99,Severe,0,0,1,Critical,IMV,1,4.2,7.2,7.1,11.6,15.6,22.3,1,0,0,0,0,0,0,VAP_Protocol,Meropenem,2000,q8h,IV,4,1,Azithromycin,0,0,0,0,None,0.0,0,0,1,0,1,0.082,0,0,0,0,0,1,0,0,Never,0,2,Current,Both,1,1,6.3,7.2,0,,0,0,0,0,0,0,1,LTAC_or_SNF,1,0,2.6,21818
160,90.8,Elderly,Female,Black,Medicaid,Rural,0,0,VAP,Bacterial,P_aeruginosa,1,0,J15.1,429271009,Lobar_Consolidation,52.078,152.8,14.1,Negative,Negative,4.2,40.2,99,25,104,80,88.0,91,13,161.8,96.4,36.8,1,0,1,1,10.5,347,86.3,17.8,4.9,134.9,45.1,16.1,0.9,147,3.3,3.0,953,7467,110.5,6.872,0,0,1,0,7.25,100,27.4,23.8,86.2,0.5,0.68,0,0,3,1,1,0,0,1,111,IV,6,5,2,1,0,1,0,1,14,6,147,Moderate,1,1,1,Critical,IMV,1,8.6,12.4,4.1,12.1,18.5,20.0,1,0,0,0,0,0,0,VAP_Protocol,Meropenem,2000,q8h,IV,6,0,Vancomycin,0,0,0,0,None,0.0,0,0,0,0,0,6.478,0,0,1,0,1,0,0,0,Never,0,4,Current,Neither,0,0,0.0,3.5,0,,0,0,0,0,1,0,0,LTAC_or_SNF,0,0,2.5,17493
161,6.1,Pediatric,Female,Other,Medicaid,Urban,0,1,CAP,Bacterial,H_influenzae,0,0,J14,233604007,Interstitial,0.956,360.2,6.8,Negative,Negative,5.4,38.8,115,20,91,56,67.7,88,13,169.5,92.2,32.1,1,0,1,0,11.0,216,95.0,14.4,6.6,138.8,44.4,15.9,1.14,116,3.4,4.4,6145,416,104.5,0.307,0,0,0,0,7.41,180,26.4,16.2,90.7,4.0,0.7,0,0,2,1,1,0,0,0,11,I,3,6,1,1,0,1,2,1,26,6,256,Mild,1,0,1,Critical,Simple_Mask,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,0,0,0,0,CAP_ICU,Ceftriaxone,2000,q24h,IV,6,1,Azithromycin,1,0,0,0,None,0.0,0,0,0,0,1,0.165,1,1,0,0,0,0,0,0,Current,0,4,Prior_Year,Neither,0,1,3.5,3.8,0,,0,0,1,0,1,0,1,LTAC_or_SNF,1,0,7.1,12603
162,35.0,Adult,Female,Asian,Medicare,Urban,0,0,HAP,Bacterial,P_aeruginosa,1,0,J15.1,64667001,Patchy_Infiltrate,4.644,234.5,20.2,Negative,Negative,1.0,39.0,109,23,82,68,72.7,91,13,155.5,93.6,38.7,1,1,1,1,10.7,202,78.2,21.4,3.7,128.0,29.5,10.6,2.48,132,3.0,0.9,1364,383,50.3,0.097,1,0,1,0,7.29,46,28.8,22.6,96.6,3.5,0.29,0,0,3,1,1,0,1,0,35,I,5,4,2,1,0,0,0,1,16,4,159,Moderate,1,1,1,Critical,IMV,1,8.2,1.2,5.4,10.8,10.3,22.9,0,0,0,0,1,1,0,HAP_Non_VAP,Piperacillin_Tazobactam,4500,q6h,IV,9,1,Azithromycin,0,0,1,1,COVID_O2_Requiring,12.1,0,0,1,0,1,1.63,0,0,0,0,0,0,0,0,Former,0,1,Current,Both,0,1,1.8,7.0,0,,0,0,0,0,1,0,0,LTAC_or_SNF,0,0,3.8,36023
163,56.9,Adult,Male,White,Private,Urban,0,0,HAP,Bacterial,S_maltophilia,0,0,J18.9,64667001,Lobar_Consolidation,3.416,161.5,15.4,Negative,Negative,4.7,39.6,85,23,112,63,79.3,85,12,160.2,120.8,47.1,1,0,1,1,14.2,215,86.6,22.2,3.9,144.9,30.8,11.0,1.8,181,3.8,5.5,426,109,18.5,0.196,1,0,0,1,7.42,119,29.1,18.5,89.8,1.8,0.64,0,0,2,1,1,0,0,0,73,III,3,5,3,0,0,0,0,2,19,5,186,Moderate,1,0,0,Moderate,IMV,1,53.6,4.6,7.1,11.6,10.2,30.2,0,0,0,0,0,0,0,HAP_Non_VAP,Piperacillin_Tazobactam,4500,q6h,IV,7,0,None,1,0,1,0,None,0.0,0,0,0,0,1,1.172,0,0,1,0,0,0,0,0,Never,0,1,Current,PPSV23_only,0,0,0.0,10.6,0,,0,0,0,0,0,0,0,Home_with_Services,0,1,5.2,5515
164,3.0,Pediatric,Male,Hispanic,Medicare,Urban,0,0,HCAP,Viral,SARS_CoV2,0,0,J12.82,422400008,Lobar_Consolidation,0.271,128.9,16.5,Negative,Pneumococcal_pos,1.6,38.4,130,28,97,55,69.0,88,13,185.0,61.8,18.0,1,0,1,1,9.9,195,81.1,9.2,8.8,137.6,22.2,7.9,1.58,146,3.2,2.4,166,7235,523.8,0.323,1,0,0,0,7.44,107,44.9,27.6,96.6,1.2,0.49,0,0,2,1,1,0,0,0,22,I,4,4,2,1,0,0,0,1,10,6,219,Mild,0,0,0,Moderate,Nasal_Cannula,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,0,0,0,0,CAP_Inpatient_Non_ICU,Ceftriaxone,1000,q24h,IV,5,0,None,0,1,1,1,ARDS,9.8,1,0,0,0,1,0.062,0,0,0,0,0,0,0,0,Former,0,1,Current,Neither,0,0,0.0,2.2,0,,0,0,1,0,1,0,0,Home_with_Services,0,1,3.6,21672
165,75.4,Elderly,Male,White,Medicaid,Urban,1,0,CAP,Atypical,M_pneumoniae,0,0,J15.7,233604007,Multilobar,0.026,41.2,15.9,Positive,Pneumococcal_pos,6.9,38.3,119,24,119,71,87.0,98,10,150.4,93.4,41.3,1,0,0,1,12.7,218,78.4,21.4,3.7,146.0,31.4,11.2,0.98,78,3.5,2.7,159,246,12.5,0.228,0,0,0,0,7.4,104,44.8,30.2,91.6,3.5,0.45,0,0,3,1,1,0,0,1,94,IV,3,4,0,1,0,1,0,2,19,7,232,Mild,0,0,0,Severe,Nasal_Cannula,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,0,0,0,0,CAP_Inpatient_Non_ICU,Ceftriaxone,1000,q24h,IV,10,1,Azithromycin,0,1,0,1,COVID_O2_Requiring,10.7,0,0,0,0,0,0.01,0,0,0,1,0,0,0,0,Never,0,4,Current,PCV13_only,0,0,0.0,4.8,0,,0,0,1,0,0,0,0,SNF_or_Rehab,0,1,6.0,11129
166,72.1,Elderly,Male,Asian,Medicare,Suburban,0,1,CAP,Viral,SARS_CoV2,0,0,J12.82,233604007,Lobar_Consolidation,0.274,80.0,7.9,Negative,Negative,3.8,39.2,132,33,82,91,88.0,96,13,166.0,107.7,39.1,1,1,0,1,11.6,249,93.4,9.2,10.2,133.1,12.8,4.6,0.72,195,2.4,2.5,979,51,27.3,0.263,0,0,1,1,7.32,193,29.7,30.1,94.7,2.1,0.64,0,0,4,1,0,1,1,1,135,V,6,6,1,1,0,2,1,1,26,4,302,None,0,0,1,Critical,IMV,1,9.7,4.9,7.0,7.4,19.5,17.8,0,0,0,0,0,0,0,CAP_ICU,Ceftriaxone,2000,q24h,IV,11,1,Azithromycin,0,1,1,0,None,0.0,1,0,0,0,0,0.07,0,0,0,1,0,0,0,0,Never,0,5,Current,Neither,0,1,2.8,3.5,1,8.7,1,1,0,0,0,0,0,Died,0,0,2.5,65365
167,59.2,Adult,Male,Hispanic,Private,Rural,0,1,CAP,Viral,SARS_CoV2,0,0,J12.82,233604007,Patchy_Infiltrate,0.322,118.2,17.4,Negative,Pneumococcal_pos,1.7,38.0,116,31,115,56,75.7,90,11,155.2,65.8,27.3,0,0,1,1,11.2,141,95.0,12.6,7.5,130.7,55.9,19.9,2.78,185,2.7,0.9,265,23033,33.0,0.822,1,0,1,1,7.43,69,43.7,22.6,85.4,3.2,0.29,0,0,3,1,1,1,0,0,103,IV,4,9,1,2,1,2,1,2,28,6,239,Mild,0,0,1,Critical,HFNC,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,1,0,0,0,CAP_ICU,Ceftriaxone,2000,q24h,IV,8,0,None,0,0,0,0,None,0.0,1,0,0,0,1,0.102,0,1,0,0,0,0,0,0,Current,0,2,Current,PCV13_only,0,1,4.1,6.0,1,2.8,1,1,0,0,0,0,0,Died,0,0,2.8,15725
168,80.3,Elderly,Female,White,Medicare,Urban,0,1,HAP,Bacterial,S_aureus_MRSA,1,0,J15.212,64667001,Patchy_Infiltrate,20.753,217.1,20.0,Negative,Pneumococcal_pos,3.4,39.4,108,29,86,66,72.7,81,10,159.7,63.6,24.9,1,1,1,1,11.8,84,77.6,17.1,4.5,137.0,45.8,16.4,2.07,109,3.2,1.6,649,916,50.8,0.615,1,1,0,0,7.36,153,41.8,19.7,89.4,2.2,0.67,0,0,4,1,1,0,1,1,126,IV,8,7,1,2,0,1,1,2,15,6,230,Mild,0,0,0,Critical,IMV,1,4.1,5.4,6.5,6.4,12.7,25.7,0,0,0,0,1,0,0,HAP_Non_VAP,Piperacillin_Tazobactam,4500,q6h,IV,9,0,Vancomycin,0,0,1,0,None,0.0,0,0,0,0,0,2.943,1,0,1,0,1,1,0,0,Never,1,2,Current,Both,1,1,5.8,6.6,1,3.4,1,1,1,0,1,0,0,Died,0,0,11.0,22118
169,80.5,Elderly,Male,Other,Private,Urban,0,0,HAP,Bacterial,S_maltophilia,0,0,J18.9,64667001,Interstitial,3.892,113.3,20.7,Negative,Negative,1.3,38.4,119,24,108,53,71.3,85,12,165.8,73.7,26.8,1,0,1,1,11.6,212,89.6,8.9,10.1,137.4,15.8,5.7,1.26,146,3.5,2.0,3111,1497,131.3,0.067,0,0,0,0,7.38,228,25.0,23.2,86.6,2.2,0.69,0,0,2,1,0,0,0,1,85,III,5,4,0,1,1,0,0,2,13,6,331,None,0,0,0,Moderate,NIV,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,1,0,0,0,0,HAP_Non_VAP,Piperacillin_Tazobactam,4500,q6h,IV,5,0,None,0,0,0,0,None,0.0,0,0,0,0,1,0.444,0,1,0,0,1,0,0,0,Never,0,1,Never,Both,0,0,0.0,1.7,0,,0,0,0,0,0,0,0,Home_with_Services,1,0,1.0,16505
170,67.8,Elderly,Female,White,Uninsured,Urban,1,1,CAP,Bacterial,S_pneumoniae,0,0,J13,233604007,Patchy_Infiltrate,2.944,112.9,17.5,Contaminated,Negative,0.5,39.5,89,17,108,54,72.0,89,13,157.1,87.1,35.3,1,0,1,0,13.7,157,82.6,21.0,3.9,138.5,14.8,5.3,1.44,117,3.8,3.4,412,3935,8.9,1.448,0,0,0,0,7.34,40,30.5,19.4,99.7,2.7,0.34,0,1,2,1,0,0,0,1,79,III,3,6,4,0,0,1,0,1,19,4,50,Severe,1,0,0,Moderate,HFNC,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,1,0,0,0,CAP_Inpatient_Non_ICU,Ceftriaxone,1000,q24h,IV,6,1,Azithromycin,0,0,1,0,None,0.0,0,0,1,0,0,0.659,0,0,0,1,0,0,0,0,Never,0,4,Current,Both,0,0,0.0,3.8,0,,0,0,0,0,1,0,0,Home_with_Services,0,0,5.9,22131
171,79.4,Elderly,Female,Hispanic,Private,Urban,0,0,CAP,Atypical,M_pneumoniae,0,0,J15.7,233604007,Interstitial,0.082,109.0,16.0,Negative,Pneumococcal_pos,6.9,39.1,100,18,148,64,92.0,92,15,174.3,49.0,16.1,1,0,0,0,12.2,171,82.0,14.1,5.8,138.3,27.3,9.7,1.51,172,2.6,0.5,100,703,1.0,1.041,1,0,0,0,7.42,44,27.3,32.9,92.2,0.5,0.22,0,0,2,0,1,0,0,1,84,III,4,2,0,0,0,0,2,0,9,6,197,Moderate,1,1,1,Critical,NIV,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,1,0,0,0,0,CAP_ICU,Ceftriaxone,2000,q24h,IV,7,0,None,0,1,1,0,None,0.0,0,0,1,0,1,0.026,0,0,1,1,1,0,0,0,Former,0,7,Current,Neither,0,1,2.3,3.1,0,,0,0,0,0,0,0,0,LTAC_or_SNF,0,0,4.1,33542
172,69.1,Elderly,Male,Black,Medicaid,Suburban,1,0,HAP,Bacterial,P_aeruginosa,0,0,J15.1,64667001,Lobar_Consolidation,0.506,98.2,6.9,Negative,Negative,3.4,39.6,107,24,107,61,76.3,83,10,182.9,92.1,27.6,1,0,1,1,14.7,169,84.5,9.4,9.0,132.9,28.6,10.2,2.17,151,2.3,1.9,9223,2263,94.5,0.593,1,0,1,0,7.35,171,33.4,26.2,83.7,3.4,0.78,0,0,3,1,1,0,0,1,91,III,3,4,1,1,0,0,0,2,27,4,221,Mild,0,0,1,Critical,IMV,1,48.1,28.2,6.3,6.5,12.3,20.8,0,0,0,0,0,0,0,HAP_Non_VAP,Piperacillin_Tazobactam,4500,q6h,IV,10,1,Azithromycin,1,0,1,0,None,0.0,0,0,1,0,1,0.115,0,0,0,1,0,1,0,0,Never,0,3,Current,Both,0,0,0.0,1.2,0,,0,0,1,0,0,0,0,LTAC_or_SNF,0,1,3.0,25318
173,56.6,Adult,Female,White,Uninsured,Suburban,0,0,HAP,Bacterial,K_pneumoniae_MDR,0,0,J18.9,64667001,Multilobar,6.24,231.0,15.4,Negative,Negative,1.0,37.8,83,14,139,62,87.7,87,12,177.3,49.0,15.6,0,0,1,0,11.3,153,78.7,17.2,4.6,129.6,39.1,14.0,2.31,162,3.3,3.5,5530,563,8.5,0.234,1,0,1,0,7.28,89,34.1,22.7,83.5,4.6,0.36,0,0,2,1,1,0,0,0,84,III,3,6,0,2,1,0,1,2,17,5,244,Mild,0,0,0,Moderate,NIV,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,1,0,0,0,0,HAP_Non_VAP,Piperacillin_Tazobactam,4500,q6h,IV,9,1,Azithromycin,0,0,0,1,CAP_Severe,6.0,0,0,0,0,1,0.835,1,0,0,0,0,0,0,0,Never,1,1,Current,PCV13_only,0,0,0.0,2.4,0,,0,0,0,0,1,0,0,Home_with_Services,0,1,1.9,9088
174,75.5,Elderly,Female,Hispanic,Medicaid,Suburban,0,0,CAP,Bacterial,S_pneumoniae,0,0,J13,233604007,Multilobar,52.71,179.0,9.2,Negative,Negative,0.6,38.7,103,17,124,69,87.3,99,12,179.3,108.5,33.7,1,0,0,0,8.6,282,43.7,11.0,4.0,138.2,20.5,7.3,1.5,142,2.9,2.7,658,984,44.3,0.129,1,0,0,0,7.48,109,36.5,27.0,93.3,1.8,0.49,0,0,3,1,1,0,0,1,83,III,3,9,3,0,1,2,1,2,24,6,224,Mild,0,0,0,Severe,IMV_ECMO,1,19.1,15.9,6.7,9.3,16.9,22.2,0,1,0,0,1,0,0,CAP_Inpatient_Non_ICU,Ceftriaxone,1000,q24h,IV,7,1,Azithromycin,0,0,1,1,COVID_O2_Requiring,6.0,0,0,0,0,0,18.666,0,0,1,0,0,0,0,1,Current,0,1,Current,Neither,1,0,0.0,3.2,0,,0,0,0,0,0,0,0,SNF_or_Rehab,0,0,8.0,17077
175,5.0,Pediatric,Male,Asian,Medicare,Urban,0,0,HAP,Bacterial,S_aureus_MRSA,1,0,J15.212,64667001,Patchy_Infiltrate,7.767,52.0,22.2,Negative,Negative,2.8,38.3,104,36,128,46,73.3,89,10,152.8,91.3,39.1,0,0,1,1,12.4,163,95.0,7.0,13.5,130.0,52.4,18.7,2.06,109,3.4,4.1,3506,543,53.4,0.173,1,0,1,0,7.46,127,21.3,19.2,87.4,5.0,0.73,0,0,3,1,1,1,0,0,36,I,4,10,1,1,1,3,2,2,23,10,174,Moderate,0,0,0,Critical,IMV,1,17.8,2.4,5.9,7.1,11.4,27.2,0,0,0,0,1,1,0,HAP_Non_VAP,Piperacillin_Tazobactam,4500,q6h,IV,7,1,Azithromycin,0,0,1,1,COVID_O2_Requiring,6.0,0,0,1,0,1,2.759,1,0,0,0,0,0,0,0,Former,0,1,Current,Both,0,0,0.0,7.2,0,,0,0,0,0,0,0,0,LTAC_or_SNF,0,0,11.9,11013
176,1.4,Pediatric,Male,White,Medicaid,Suburban,0,1,CAP,Unknown,Unknown,0,0,J18.9,233604007,Patchy_Infiltrate,0.928,107.9,19.9,Positive,Negative,0.2,38.8,98,25,108,63,78.0,92,13,165.3,122.1,44.7,1,0,0,1,12.7,281,73.1,21.7,3.4,131.2,26.4,9.4,1.66,209,2.4,0.7,294,347,73.6,0.108,1,0,1,1,7.45,113,27.4,18.3,95.6,4.2,0.51,0,0,2,1,1,0,0,0,18,I,4,4,1,0,0,2,0,1,16,6,222,Mild,1,0,0,Moderate,Simple_Mask,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,0,0,0,0,CAP_Inpatient_Non_ICU,Ceftriaxone,1000,q24h,IV,3,1,Azithromycin,0,0,0,0,None,0.0,0,0,0,0,1,0.26,0,0,0,0,0,0,0,0,Never,0,1,Current,PCV13_only,0,0,0.0,6.0,0,,0,0,0,0,0,0,0,Home_with_Services,0,0,2.8,15330
177,87.1,Elderly,Female,Hispanic,Medicare,Urban,1,0,CAP,Unknown,Unknown,0,0,J18.9,233604007,Lobar_Consolidation,0.225,54.9,10.0,Positive,Pneumococcal_pos,0.8,36.9,111,23,115,75,88.3,86,12,173.1,94.7,31.6,0,0,1,1,11.7,206,78.3,15.2,5.1,134.8,57.6,20.6,2.23,184,3.1,0.5,1159,490,5.9,0.012,1,0,1,1,7.43,133,36.8,13.4,90.9,3.9,0.57,0,0,3,1,1,0,0,1,108,IV,5,5,1,0,1,1,0,2,23,8,232,Mild,1,0,0,Severe,IMV_ECMO,1,26.1,7.3,6.9,8.6,6.8,15.0,0,1,0,0,1,0,0,CAP_Inpatient_Non_ICU,Ceftriaxone,1000,q24h,IV,13,1,Azithromycin,0,1,0,1,ARDS,8.4,0,0,1,0,0,0.017,0,0,0,0,0,0,0,0,Current,0,3,Current,Neither,0,0,0.0,8.3,0,,0,0,0,0,1,0,1,SNF_or_Rehab,0,0,5.5,24163
178,28.2,Adult,Female,White,Private,Urban,1,1,CAP,Bacterial,H_influenzae,0,0,J14,233604007,Patchy_Infiltrate,3.343,228.5,14.2,Contaminated,Negative,1.5,37.5,126,26,133,54,80.3,84,13,177.6,73.3,23.2,0,0,1,1,11.3,190,78.1,6.4,12.2,138.3,34.4,12.3,2.23,124,3.2,3.2,261,207,9.0,0.912,1,0,0,0,7.49,105,39.4,22.9,97.2,1.5,0.45,0,0,2,1,1,0,0,0,20,I,4,5,2,1,1,0,0,1,18,8,234,Mild,0,0,0,Moderate,Simple_Mask,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,0,0,0,0,CAP_Inpatient_Non_ICU,Ceftriaxone,1000,q24h,IV,3,1,Azithromycin,1,0,0,0,None,0.0,0,0,1,0,0,0.439,0,0,0,1,0,0,0,0,Former,0,1,Current,Neither,0,0,0.0,3.5,0,,0,0,0,0,0,0,0,Home_with_Services,0,1,5.4,12751
179,43.7,Adult,Female,Black,Medicaid,Rural,0,1,HAP,Bacterial,E_coli,1,0,J18.9,64667001,Lobar_Consolidation,14.608,162.6,16.2,Positive,Pneumococcal_pos,5.8,40.2,91,16,124,64,84.0,85,13,187.3,62.4,17.8,1,0,1,0,7.3,199,73.4,19.1,3.8,144.0,13.8,4.9,2.39,168,3.3,4.9,107,948,17.9,0.749,1,0,0,0,7.31,94,22.7,21.2,89.7,2.7,0.58,0,1,1,1,0,0,0,0,34,I,3,4,1,1,0,1,0,1,14,3,160,Moderate,0,0,0,Mild,Simple_Mask,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,0,0,0,0,HAP_Non_VAP,Piperacillin_Tazobactam,4500,q6h,IV,9,1,Azithromycin,0,0,0,1,COVID_O2_Requiring,10.5,0,0,0,0,1,3.894,0,0,0,0,0,0,0,0,Current,0,1,Current,Neither,0,0,0.0,2.6,0,,0,0,0,0,0,0,0,Home,0,0,5.7,16349
180,47.2,Adult,Female,White,Medicaid,Suburban,0,0,HCAP,Bacterial,H_influenzae,0,0,J14,422400008,Lobar_Consolidation,49.921,309.6,18.7,Negative,Negative,1.4,39.2,96,24,122,74,90.0,84,12,179.8,85.3,26.4,1,0,1,1,8.0,110,82.3,13.2,6.2,140.7,50.9,18.2,1.25,191,2.7,1.6,8788,739,1.8,0.018,0,0,0,1,7.33,68,28.4,24.9,97.3,2.7,0.37,0,0,2,1,1,0,0,0,19,I,3,3,0,0,0,1,0,2,9,4,183,Moderate,0,0,0,Moderate,Nasal_Cannula,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,0,0,0,0,CAP_Inpatient_Non_ICU,Ceftriaxone,1000,q24h,IV,8,0,None,1,0,0,1,COVID_O2_Requiring,6.0,0,0,0,0,1,16.147,0,0,0,0,1,0,0,0,Never,1,1,Current,PCV13_only,1,0,0.0,8.0,0,,0,0,1,0,1,0,0,Home_with_Services,1,1,1.2,28531
181,59.6,Adult,Female,Other,Private,Rural,0,0,CAP,Bacterial,S_pneumoniae,0,0,J13,233604007,Multilobar,26.723,255.0,5.8,Negative,Pneumococcal_pos,5.9,38.5,88,29,107,62,77.0,91,14,177.9,79.3,25.1,1,0,1,1,15.2,225,79.4,7.3,10.9,142.6,39.0,13.9,1.9,154,2.3,0.5,100,1185,88.3,0.38,1,0,0,0,7.37,140,42.3,22.9,89.4,1.4,0.39,0,0,2,1,1,0,0,0,91,III,4,6,0,0,2,2,1,1,24,4,364,None,0,0,0,Moderate,Nasal_Cannula,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,0,0,0,0,CAP_Inpatient_Non_ICU,Ceftriaxone,1000,q24h,IV,7,0,None,0,0,1,0,None,0.0,0,0,0,0,0,5.772,0,0,0,0,0,0,0,0,Never,0,2,Current,Both,0,0,0.0,3.4,0,,0,0,0,0,0,0,0,Home_with_Services,1,1,7.4,9304
182,61.2,Adult,Male,Asian,Private,Rural,0,1,CAP,Bacterial,S_pneumoniae,0,0,J13,233604007,Lobar_Consolidation,11.779,105.8,3.7,Positive,Pneumococcal_pos,6.4,38.2,90,24,106,73,84.0,92,12,197.0,106.1,27.3,0,0,0,1,10.5,251,73.6,2.0,36.8,138.9,33.3,11.9,2.11,220,3.2,2.0,706,1081,2.2,0.164,1,0,0,1,7.4,146,27.8,24.1,85.8,1.8,0.51,0,0,2,1,1,0,0,0,95,IV,3,8,0,2,1,1,2,2,22,5,285,Mild,0,0,0,Moderate,NIV,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,1,0,0,0,0,CAP_Inpatient_Non_ICU,Ceftriaxone,1000,q24h,IV,8,0,None,1,0,1,1,ARDS,6.8,0,0,0,0,1,1.842,0,0,0,0,0,0,0,0,Never,0,5,Never,Neither,0,0,0.0,5.3,0,,0,0,0,0,0,0,0,Home_with_Services,1,1,1.0,6972
183,42.4,Adult,Female,White,Medicaid,Suburban,0,0,CAP,Atypical,M_pneumoniae,0,0,J15.7,233604007,Patchy_Infiltrate,0.247,87.1,14.1,Negative,Pneumococcal_pos,9.2,37.8,89,13,134,53,80.0,88,13,169.1,59.6,20.8,0,0,1,0,14.0,274,81.0,21.5,3.8,138.5,32.5,11.6,1.12,266,3.6,2.5,503,6526,74.3,0.094,0,0,0,1,7.38,52,36.4,26.3,90.4,1.1,0.25,0,0,2,1,1,0,0,0,11,I,3,6,2,0,1,2,0,1,18,0,209,Mild,0,0,0,Moderate,Nasal_Cannula,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,0,0,0,0,CAP_Inpatient_Non_ICU,Ceftriaxone,1000,q24h,IV,6,0,None,0,0,1,0,None,0.0,0,0,0,0,1,0.089,0,0,0,0,0,1,0,0,Former,0,2,Prior_Year,Neither,0,0,0.0,1.0,0,,0,0,0,0,1,0,0,Home_with_Services,0,0,5.3,23102
184,50.2,Adult,Male,White,Medicaid,Rural,1,0,CAP,Fungal,P_jirovecii,0,0,J18.9,233604007,Lobar_Consolidation,0.073,116.0,2.0,Negative,Negative,1.7,39.1,100,22,135,81,99.0,91,13,164.8,124.5,45.8,1,0,1,1,8.5,101,80.1,9.8,8.2,146.5,13.3,4.8,1.52,150,3.7,2.1,833,1869,40.3,0.272,1,0,0,0,7.32,84,27.7,16.6,87.9,6.2,0.56,0,1,1,1,0,0,0,0,71,II,3,10,3,1,1,3,1,1,15,3,151,Moderate,0,0,0,Critical,HFNC,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,1,0,0,0,CAP_ICU,Ceftriaxone,2000,q24h,IV,10,0,None,0,0,1,0,None,0.0,0,1,0,0,1,0.013,0,0,0,0,0,0,0,0,Never,0,2,Prior_Year,Neither,0,0,0.0,3.3,1,2.0,1,1,0,0,0,0,0,Died,0,0,8.6,11450
185,52.1,Adult,Female,Hispanic,Private,Urban,0,0,CAP,Viral,SARS_CoV2,0,0,J12.82,233604007,Lobar_Consolidation,0.247,21.1,14.4,Negative,Pneumococcal_pos,0.4,38.4,109,28,105,77,86.3,98,14,170.0,108.0,37.4,1,0,0,1,10.1,104,88.2,9.3,9.5,132.1,5.0,1.8,1.64,123,3.2,3.8,279,215,8.3,0.013,1,0,1,0,7.41,40,42.0,26.9,89.6,1.3,0.21,0,0,1,1,0,0,0,0,78,III,2,4,3,0,0,0,0,1,15,3,162,Moderate,0,0,0,Mild,Room_Air,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,0,0,0,0,CAP_Mild_Outpatient,Amoxicillin,1000,q8h,PO,4,1,Azithromycin,0,1,0,0,None,0.0,1,0,0,0,0,0.092,0,0,0,0,0,0,0,1,Never,0,1,Current,Both,0,0,0.0,3.5,0,,0,0,0,0,0,0,0,Home,0,1,2.4,10365
186,95.0,Elderly,Male,Black,Medicaid,Urban,0,1,CAP,Bacterial,S_pneumoniae,0,0,J13,233604007,Lobar_Consolidation,0.788,307.8,17.7,Negative,Legionella_pos,1.6,40.4,111,26,96,70,78.7,98,13,157.9,75.5,30.3,1,0,0,1,13.0,154,67.3,18.4,3.7,134.6,28.1,10.0,2.55,118,3.5,4.0,442,808,41.3,0.161,1,0,1,0,7.37,141,23.1,20.7,93.5,4.2,0.55,0,0,3,1,1,0,0,1,130,IV,4,7,0,1,0,4,1,1,19,6,257,Mild,0,0,0,Severe,HFNC,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,1,0,0,0,CAP_Inpatient_Non_ICU,Ceftriaxone,1000,q24h,IV,9,0,None,0,0,0,0,None,0.0,0,0,0,0,0,0.186,0,0,0,0,0,1,0,0,Never,0,4,Prior_Year,PPSV23_only,0,0,0.0,3.4,0,,0,0,0,0,0,0,0,SNF_or_Rehab,1,0,4.0,25534
187,92.0,Elderly,Male,Hispanic,Medicare,Urban,0,1,CAP,Bacterial,S_pneumoniae,0,0,J13,233604007,Lobar_Consolidation,1.159,179.3,20.6,Negative,Pneumococcal_pos,3.0,38.8,84,17,95,84,87.7,94,13,168.7,119.6,42.0,1,0,0,0,11.6,293,72.2,20.0,3.6,135.2,43.7,15.6,0.81,66,3.5,2.6,513,3135,32.6,0.16,0,0,0,0,7.44,65,33.9,24.6,91.5,1.0,0.53,0,0,3,1,1,0,0,1,109,IV,3,6,2,1,0,0,2,1,11,4,121,Moderate,0,0,0,Severe,NIV,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,1,0,0,0,0,CAP_Inpatient_Non_ICU,Ceftriaxone,1000,q24h,IV,6,1,Azithromycin,0,0,0,0,None,0.0,0,0,0,0,0,0.307,0,0,1,1,0,0,0,0,Never,1,1,Prior_Year,Neither,0,0,0.0,3.7,0,,0,0,0,0,0,0,1,SNF_or_Rehab,0,0,6.1,7620
188,2.4,Pediatric,Female,White,Medicare,Urban,0,0,CAP,Bacterial,S_pneumoniae,0,0,J13,233604007,Patchy_Infiltrate,4.758,245.3,10.4,Negative,Negative,3.3,38.7,121,33,131,69,89.7,92,15,149.0,62.8,28.3,1,0,0,1,13.3,227,86.1,12.2,7.0,141.0,27.4,9.8,2.08,195,4.1,0.5,538,69,5.9,0.112,1,0,0,1,7.41,40,42.8,27.6,95.3,4.2,0.3,0,0,2,0,1,1,0,0,22,I,3,3,1,1,1,0,0,0,18,4,100,Moderate,0,0,0,Moderate,Simple_Mask,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,0,0,0,0,CAP_Inpatient_Non_ICU,Ceftriaxone,1000,q24h,IV,7,1,Azithromycin,0,0,1,0,None,0.0,0,0,0,0,0,0.446,0,0,0,0,0,0,0,0,Never,0,1,Current,Neither,0,0,0.0,7.8,1,0.7,1,1,0,0,1,0,0,Died,0,0,2.9,17215
189,59.5,Adult,Male,White,Private,Urban,0,0,CAP,Bacterial,K_pneumoniae,0,0,J15.0,233604007,Multilobar,3.157,160.0,14.9,Positive,Negative,0.7,37.6,118,17,96,64,74.7,94,13,162.2,84.5,32.1,0,0,0,0,11.9,147,73.4,21.2,3.5,133.0,46.1,16.5,2.14,137,3.2,1.1,381,7017,25.2,0.025,1,0,1,0,7.28,40,39.9,27.0,95.4,1.5,0.3,0,0,2,1,1,0,0,0,67,II,1,9,4,2,0,1,1,1,22,2,50,Severe,0,0,0,Moderate,IMV_ECMO,1,35.3,9.2,5.2,8.4,15.9,29.0,0,1,0,0,1,1,0,CAP_Inpatient_Non_ICU,Ceftriaxone,1000,q24h,IV,7,0,None,0,0,0,1,COVID_O2_Requiring,7.5,0,0,1,0,0,0.454,0,0,0,0,0,0,0,0,Never,0,1,Never,Both,0,0,0.0,2.4,0,,0,0,0,0,1,0,0,Home_with_Services,0,1,1.7,31561
190,47.8,Adult,Female,Other,Uninsured,Urban,0,0,HAP,Bacterial,S_maltophilia,0,0,J18.9,64667001,Patchy_Infiltrate,0.768,167.4,18.9,Positive,Negative,1.6,39.0,94,26,118,83,94.7,94,10,166.7,51.9,18.7,1,0,0,1,10.8,75,73.2,25.0,2.9,138.4,49.1,17.6,2.43,202,2.1,2.5,653,170,142.3,0.407,1,1,0,1,7.38,56,31.0,21.9,82.9,3.4,0.54,0,0,2,1,1,0,0,0,20,I,2,6,3,0,0,1,0,2,27,7,104,Moderate,0,0,1,Critical,IMV,1,11.6,7.6,6.9,10.4,13.1,23.5,0,0,0,0,0,0,0,HAP_Non_VAP,Piperacillin_Tazobactam,4500,q6h,IV,8,1,Azithromycin,0,0,1,1,COVID_O2_Requiring,6.0,0,0,0,0,1,0.3,0,0,0,0,0,0,0,0,Former,0,2,Never,Both,0,1,1.2,1.7,0,,0,0,0,0,0,0,0,LTAC_or_SNF,0,0,5.6,39169
191,36.4,Adult,Male,Hispanic,Medicare,Suburban,0,0,CAP,Viral,Influenza_A,0,0,J09.X1,233604007,Multilobar,0.018,12.4,7.6,Negative,Negative,1.1,38.8,120,16,126,95,105.3,84,12,178.4,120.6,37.9,1,0,1,0,10.9,164,72.9,25.1,2.9,139.8,22.7,8.1,1.13,188,3.4,0.5,100,1095,2.5,0.357,0,0,0,1,7.5,40,33.0,24.2,97.1,0.5,0.47,0,0,2,1,1,0,0,0,8,I,3,9,4,1,0,1,1,2,31,4,50,Severe,0,0,1,Critical,IMV,1,3.1,10.5,6.5,11.3,16.9,15.0,1,0,0,0,1,1,0,CAP_ICU,Ceftriaxone,2000,q24h,IV,10,1,Azithromycin,0,0,1,0,None,0.0,1,0,0,0,0,0.01,0,0,0,0,1,0,0,0,Current,0,1,Current,PCV13_only,1,0,0.0,1.0,0,,0,0,0,0,0,0,1,LTAC_or_SNF,0,0,1.4,32103
192,63.2,Adult,Female,Asian,Medicare,Suburban,0,0,CAP,Viral,SARS_CoV2,0,0,J12.82,233604007,Patchy_Infiltrate,0.041,110.8,18.2,Negative,Negative,3.1,38.3,104,16,106,64,78.0,98,11,180.2,43.8,13.5,1,0,0,0,9.8,157,78.0,23.9,3.3,140.6,37.2,13.3,1.5,103,3.4,2.0,3496,297,19.0,0.171,0,0,0,0,7.41,41,35.6,27.0,89.7,3.4,0.45,0,0,2,1,1,0,0,0,87,III,1,5,2,0,0,0,1,2,14,1,92,Severe,0,0,0,Moderate,Nasal_Cannula,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,0,0,0,0,CAP_Inpatient_Non_ICU,Ceftriaxone,1000,q24h,IV,8,0,None,0,1,1,0,None,0.0,1,0,0,0,1,0.01,0,0,0,0,0,0,0,0,Current,0,2,Current,Neither,0,0,0.0,1.2,0,,0,0,0,0,1,0,0,Home_with_Services,1,0,1.0,9833
193,0.0,Pediatric,Female,Hispanic,Medicare,Suburban,0,1,VAP,Bacterial,P_aeruginosa,0,1,J15.1,429271009,Patchy_Infiltrate,1.097,201.8,17.3,Contaminated,Negative,1.2,39.0,109,26,130,64,86.0,85,14,157.4,48.3,19.5,1,0,1,1,13.8,238,81.8,14.0,5.9,138.2,53.1,19.0,2.16,132,3.2,3.9,1520,551,1.1,0.204,1,0,0,0,7.41,79,25.5,15.0,86.6,5.6,0.48,0,0,2,1,1,0,0,0,11,I,4,8,2,0,1,3,1,1,29,4,163,Moderate,0,0,1,Critical,NIV,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,1,0,0,0,0,VAP_Protocol,Meropenem,2000,q8h,IV,11,1,Azithromycin,0,0,0,0,None,0.0,0,0,0,0,0,0.255,0,0,0,0,0,1,0,0,Never,0,3,Current,Neither,0,1,3.7,5.8,0,,0,0,1,0,0,0,0,LTAC_or_SNF,0,0,3.9,33995
194,63.7,Adult,Male,Other,Medicaid,Urban,0,0,CAP,Bacterial,H_influenzae,0,0,J14,233604007,Lobar_Consolidation,2.874,106.0,12.5,Positive,Pneumococcal_pos,0.9,39.6,116,30,78,79,78.7,86,8,190.8,66.0,18.1,1,1,1,1,14.4,250,79.9,10.3,7.8,141.6,31.7,11.3,2.18,235,2.2,0.7,865,74,2.4,5.691,1,0,0,1,7.33,178,33.4,17.7,82.4,1.4,0.59,0,1,4,1,1,1,1,0,125,IV,6,4,1,0,0,0,0,3,22,9,301,None,0,0,0,Critical,IMV_ECMO,1,1.6,8.9,6.1,7.4,12.2,20.8,0,1,0,0,0,0,0,CAP_ICU,Ceftriaxone,2000,q24h,IV,11,1,Azithromycin,1,0,0,0,None,0.0,0,0,0,0,1,0.232,0,0,0,0,0,1,0,1,Never,0,2,Current,Both,0,0,0.0,2.1,0,,0,0,0,0,0,0,0,LTAC_or_SNF,0,0,2.9,5000
195,5.0,Pediatric,Female,White,Medicare,Suburban,0,1,CAP,Unknown,Unknown,0,0,J18.9,233604007,Lobar_Consolidation,0.154,96.0,14.6,Negative,Negative,2.4,40.1,99,28,144,71,95.3,90,15,169.6,109.1,37.9,1,0,1,1,10.0,132,69.1,16.0,4.3,137.0,21.7,7.7,0.69,146,3.2,3.1,162,1231,31.2,0.038,0,0,0,0,7.43,99,36.1,22.0,96.6,3.6,0.46,0,0,1,0,1,0,0,0,13,I,3,2,1,1,0,0,0,0,9,3,217,Mild,1,0,0,Mild,Simple_Mask,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,0,0,0,0,CAP_Mild_Outpatient,Amoxicillin,1000,q8h,PO,9,0,None,0,1,0,0,None,0.0,0,0,0,0,0,0.05,0,0,0,0,0,0,0,0,Never,0,2,Never,PCV13_only,1,0,0.0,5.9,0,,0,0,1,0,1,0,0,Home,0,1,5.7,15169
196,11.1,Pediatric,Male,White,Private,Urban,0,0,CAP,Bacterial,H_influenzae,0,0,J14,233604007,Interstitial,2.138,159.5,13.9,Negative,Negative,1.2,39.1,114,22,116,77,90.0,92,11,170.6,101.0,34.7,1,0,0,1,9.5,247,88.2,17.6,5.0,138.6,29.4,10.5,0.9,129,3.6,2.5,136,56,11.7,0.386,0,0,0,0,7.34,78,33.0,17.1,85.5,0.5,0.52,0,1,2,1,1,0,0,0,21,I,3,8,1,2,0,2,1,2,18,3,152,Moderate,1,0,0,Moderate,HFNC,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,1,0,0,0,CAP_Inpatient_Non_ICU,Ceftriaxone,1000,q24h,IV,10,0,None,0,0,0,1,COVID_O2_Requiring,9.8,0,0,0,0,0,0.16,0,0,0,0,0,0,0,0,Former,0,2,Prior_Year,PPSV23_only,1,0,0.0,3.8,0,,0,0,0,0,1,0,0,Home_with_Services,1,1,4.1,6152
197,67.2,Elderly,Female,Other,Uninsured,Urban,0,1,CAP,Atypical,C_pneumoniae,0,0,J18.9,233604007,Patchy_Infiltrate,0.982,47.4,18.3,Negative,Legionella_pos,0.2,40.0,106,19,74,80,78.0,86,15,150.2,82.7,36.6,1,1,1,0,11.1,243,93.5,7.6,12.2,133.6,5.0,1.8,2.87,112,3.2,2.9,1205,43,5.5,0.193,1,0,1,0,7.37,85,41.8,21.5,87.8,3.3,0.36,0,0,2,0,0,0,1,1,92,IV,4,7,2,2,0,2,1,0,11,3,236,Mild,1,0,0,Moderate,Nasal_Cannula,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,0,0,0,0,CAP_Inpatient_Non_ICU,Ceftriaxone,1000,q24h,IV,14,0,None,0,0,0,0,None,0.0,0,0,0,0,0,0.182,0,0,1,0,0,0,0,0,Never,0,1,Current,Both,0,0,0.0,1.0,0,,0,0,0,0,0,0,0,Home_with_Services,0,0,13.2,17680
198,70.5,Elderly,Female,Other,Medicare,Urban,0,0,CAP,Unknown,Unknown,0,0,J18.9,233604007,Patchy_Infiltrate,0.183,51.7,12.1,Negative,Negative,5.3,39.3,94,25,143,65,91.0,91,10,161.2,102.4,39.4,1,0,1,1,12.7,123,60.3,11.6,5.2,133.2,27.8,9.9,1.48,143,3.2,3.0,289,1823,12.8,1.314,0,0,1,0,7.38,40,30.1,21.8,89.3,1.5,0.45,0,0,3,1,1,0,0,1,89,III,6,8,3,0,0,2,1,2,24,6,54,Severe,0,0,0,Severe,NIV,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,1,0,0,0,0,CAP_Inpatient_Non_ICU,Ceftriaxone,1000,q24h,IV,4,1,Azithromycin,0,1,1,0,None,0.0,0,0,0,0,0,0.035,0,0,1,1,0,0,0,1,Current,1,2,Current,Neither,0,0,0.0,4.1,0,,0,0,0,0,1,1,0,SNF_or_Rehab,0,0,8.2,12041
199,71.3,Elderly,Female,White,Private,Urban,0,0,CAP,Viral,SARS_CoV2,0,0,J12.82,233604007,Interstitial,0.149,87.6,15.5,Positive,Pneumococcal_pos,0.6,39.9,66,26,129,75,93.0,93,13,179.5,77.5,24.0,1,0,0,1,11.5,192,64.6,6.7,9.6,143.7,35.4,12.6,1.78,214,4.2,1.1,884,5369,10.5,0.224,1,0,0,1,7.42,180,25.6,23.0,92.3,4.3,0.58,0,0,3,1,1,0,0,1,101,IV,4,7,1,1,1,1,2,1,16,5,309,None,1,0,0,Severe,Nasal_Cannula,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,0,0,0,0,CAP_Inpatient_Non_ICU,Ceftriaxone,1000,q24h,IV,11,0,None,0,0,0,1,COVID_O2_Requiring,12.3,1,0,0,0,0,0.039,0,1,1,1,0,0,0,0,Current,0,7,Prior_Year,PCV13_only,0,0,0.0,4.1,0,,0,0,0,0,1,0,0,SNF_or_Rehab,0,0,4.4,14998
200,45.2,Adult,Male,White,Private,Urban,0,1,CAP,Unknown,Unknown,0,0,J18.9,233604007,Lobar_Consolidation,0.24,116.2,10.9,Negative,Negative,0.1,38.2,110,24,106,71,82.7,92,15,169.9,89.3,30.9,0,0,0,1,13.0,228,89.6,17.4,5.1,133.8,26.6,9.5,1.48,177,2.8,3.9,100,121,3.3,0.25,0,0,1,0,7.35,103,33.3,22.8,93.0,2.4,0.5,0,0,1,0,1,0,0,0,0,I,2,2,1,1,0,0,0,0,13,1,204,Mild,0,0,0,Mild,Room_Air,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,0,0,0,0,CAP_Mild_Outpatient,Amoxicillin,1000,q8h,PO,13,0,None,0,0,0,1,CAP_Severe,11.3,0,0,0,0,1,0.047,0,0,0,0,0,0,0,0,Never,0,2,Current,Neither,0,0,0.0,1.0,0,,0,0,0,0,0,0,0,Home,0,0,7.5,19324
201,77.8,Elderly,Male,Hispanic,Medicaid,Suburban,0,1,CAP,Bacterial,S_pneumoniae,0,0,J13,233604007,Interstitial,5.03,187.0,9.3,Negative,Negative,2.3,38.6,94,24,96,57,70.0,93,14,169.2,116.3,40.6,1,0,0,1,11.9,214,95.0,16.4,5.8,139.5,29.3,10.5,1.1,158,3.9,1.8,2369,1503,1.3,0.228,0,0,0,0,7.31,141,37.1,27.2,96.8,3.4,0.49,0,0,3,1,1,0,0,1,98,IV,3,3,0,1,0,1,0,1,11,6,286,Mild,1,0,0,Severe,Simple_Mask,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,0,0,0,0,CAP_Inpatient_Non_ICU,Ceftriaxone,1000,q24h,IV,9,0,None,0,0,1,0,None,0.0,0,0,0,0,1,1.943,0,1,0,0,1,0,0,0,Never,0,6,Prior_Year,PCV13_only,0,0,0.0,8.3,0,,0,0,0,0,0,0,0,SNF_or_Rehab,0,0,9.0,36963
202,53.0,Adult,Female,White,Medicare,Suburban,0,0,CAP,Viral,Influenza_A,0,0,J09.X1,233604007,Lobar_Consolidation,0.126,72.1,14.1,Negative,Negative,0.8,38.4,110,20,90,62,71.3,92,14,170.5,74.6,25.7,1,0,0,0,12.1,96,57.1,13.6,4.2,139.9,20.7,7.4,0.97,206,4.0,3.7,799,872,1.0,0.026,0,1,0,1,7.44,145,37.0,26.0,95.0,3.3,0.57,0,0,2,1,1,0,0,0,69,II,3,3,2,0,0,0,0,1,10,2,254,Mild,1,1,1,Critical,IMV,1,0.4,4.5,7.0,6.1,12.6,22.5,0,0,0,0,1,1,0,CAP_ICU,Ceftriaxone,2000,q24h,IV,14,1,Azithromycin,0,0,1,0,None,0.0,1,0,0,0,0,0.041,0,1,0,1,0,1,0,0,Former,0,2,Prior_Year,Neither,0,0,0.0,1.9,0,,0,0,1,1,0,0,0,LTAC_or_SNF,0,0,9.0,12857
203,74.5,Elderly,Female,White,Private,Suburban,0,1,CAP,Bacterial,S_pneumoniae,0,0,J13,233604007,Multilobar,2.347,139.7,9.8,Negative,Negative,0.2,39.4,111,24,156,63,94.0,94,10,152.1,63.1,27.3,1,0,0,1,16.7,209,88.1,20.5,4.3,141.5,5.0,1.8,1.66,208,3.1,0.8,364,309,53.1,0.047,1,0,0,1,7.42,40,35.1,22.5,96.9,1.8,0.48,0,0,2,1,0,0,0,1,103,IV,3,8,3,1,0,1,1,2,20,6,50,Severe,0,0,0,Moderate,Room_Air,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,0,0,0,0,CAP_Inpatient_Non_ICU,Ceftriaxone,1000,q24h,IV,13,1,Azithromycin,1,0,1,1,CAP_Severe,6.4,0,0,0,0,1,0.905,0,1,1,1,0,0,0,0,Former,0,4,Prior_Year,Both,0,0,0.0,5.9,0,,0,0,0,0,0,0,0,Home_with_Services,1,0,1.5,17822
204,2.7,Pediatric,Male,Asian,Medicare,Urban,0,0,CAP,Atypical,M_pneumoniae,0,0,J15.7,233604007,Lobar_Consolidation,0.269,96.7,18.8,Negative,Negative,1.5,39.8,99,24,92,80,84.0,94,10,166.9,90.3,32.4,1,0,0,1,10.6,235,95.0,8.2,11.7,129.6,48.9,17.5,1.8,171,3.1,4.8,877,3104,13.7,0.121,1,0,1,0,7.38,40,28.4,20.9,93.2,2.6,0.41,0,0,2,1,1,0,0,0,21,I,1,7,3,0,0,1,1,2,15,6,50,Severe,0,0,0,Moderate,Simple_Mask,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,0,0,0,0,CAP_Inpatient_Non_ICU,Ceftriaxone,1000,q24h,IV,7,1,Azithromycin,0,0,0,0,None,0.0,0,0,1,0,1,0.062,0,0,0,0,0,0,0,0,Current,0,1,Prior_Year,PCV13_only,0,0,0.0,5.0,0,,0,0,0,0,1,0,0,Home_with_Services,0,1,1.9,16207
205,2.6,Pediatric,Male,White,Medicaid,Suburban,0,0,CAP,Bacterial,S_pneumoniae,0,0,J13,233604007,Lobar_Consolidation,4.443,212.4,17.2,Negative,Negative,1.3,39.0,121,29,89,82,84.3,95,15,183.5,96.3,28.6,1,1,0,1,15.1,310,71.4,11.3,6.3,140.3,22.0,7.9,1.27,264,3.2,0.9,995,281,77.7,0.433,0,0,0,1,7.45,40,30.0,22.5,89.1,0.6,0.36,0,0,2,0,1,0,1,0,14,I,3,10,3,0,1,2,4,0,23,3,80,Severe,0,0,0,Critical,IMV,1,22.1,7.5,8.2,6.2,17.9,15.4,1,0,0,0,1,0,0,CAP_ICU,Ceftriaxone,2000,q24h,IV,7,0,None,0,0,1,0,None,0.0,0,0,0,0,1,0.692,0,0,0,0,0,0,0,0,Never,0,2,Prior_Year,PCV13_only,0,0,0.0,1.4,0,,0,0,0,0,1,0,0,LTAC_or_SNF,0,0,10.1,14859
206,60.3,Adult,Male,Black,Medicaid,Suburban,0,0,HAP,Bacterial,K_pneumoniae_MDR,0,1,J18.9,64667001,Patchy_Infiltrate,2.638,224.7,11.9,Negative,Pneumococcal_pos,12.4,40.1,115,39,108,75,86.0,90,11,180.0,82.4,25.5,1,0,1,1,14.0,129,95.0,17.2,5.5,135.0,26.4,9.4,2.62,158,3.0,7.2,148,1215,26.6,0.327,1,0,0,0,7.34,94,30.7,21.1,86.7,3.0,0.62,0,1,3,1,1,1,0,0,110,IV,4,6,2,0,0,1,1,2,15,5,152,Moderate,0,0,0,Severe,IMV,1,8.0,7.9,6.7,10.0,12.1,24.2,0,0,0,0,1,1,0,HAP_Non_VAP,Piperacillin_Tazobactam,4500,q6h,IV,10,1,Azithromycin,0,0,1,1,COVID_O2_Requiring,6.1,0,0,0,0,0,1.038,0,0,1,0,0,0,0,0,Never,0,1,Prior_Year,Both,0,0,0.0,7.3,0,,0,0,0,0,0,0,0,SNF_or_Rehab,0,0,4.0,5000
207,8.5,Pediatric,Female,White,Medicare,Urban,0,1,CAP,Bacterial,S_pneumoniae,0,0,J13,233604007,Lobar_Consolidation,28.826,163.8,15.7,Negative,Negative,6.8,38.5,107,25,80,75,76.7,94,12,166.6,102.1,36.8,1,1,0,1,12.7,156,78.8,20.4,3.9,134.0,44.3,15.8,1.89,200,2.9,1.1,3473,60,38.5,0.121,1,0,1,1,7.4,103,32.0,32.5,98.2,5.4,0.32,0,0,3,1,1,0,1,0,38,I,4,8,2,0,1,2,1,2,22,5,319,None,1,0,0,Severe,Nasal_Cannula,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,0,0,0,0,CAP_Inpatient_Non_ICU,Ceftriaxone,1000,q24h,IV,6,0,None,0,0,1,0,None,0.0,0,0,0,0,0,2.261,0,0,0,0,0,0,0,0,Former,0,2,Never,PPSV23_only,0,0,0.0,4.5,1,8.2,1,1,0,0,1,0,0,Died,0,0,4.1,7260
208,74.2,Elderly,Male,White,Private,Suburban,0,0,CAP,Bacterial,S_pneumoniae,0,0,J13,233604007,Multilobar,3.037,246.4,10.4,Negative,Negative,3.4,39.7,99,23,95,76,82.3,95,13,185.2,75.6,22.0,1,0,0,1,8.0,185,83.1,10.8,7.7,135.8,37.8,13.5,1.8,136,3.0,3.8,710,57,14.3,0.692,1,0,0,0,7.37,40,42.6,17.0,98.0,3.3,0.42,0,0,3,1,1,0,0,1,105,IV,3,5,3,0,0,0,1,1,17,6,50,Severe,0,0,0,Severe,HFNC,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,1,0,0,0,CAP_Inpatient_Non_ICU,Ceftriaxone,1000,q24h,IV,16,1,Azithromycin,0,0,0,0,None,0.0,0,0,1,0,1,1.137,1,0,0,0,0,0,1,0,Former,0,6,Prior_Year,Neither,0,0,0.0,7.3,0,,0,0,0,0,0,0,0,SNF_or_Rehab,0,0,5.2,5000
209,2.7,Pediatric,Male,Black,Medicaid,Urban,0,0,CAP,Bacterial,H_influenzae,0,0,J14,233604007,Patchy_Infiltrate,4.205,174.5,5.9,Negative,Negative,2.5,39.7,130,23,132,75,94.0,100,11,154.1,82.8,34.8,1,0,0,1,12.1,226,72.2,17.6,4.1,141.3,27.6,9.9,1.79,185,3.1,1.4,149,1836,14.6,0.011,1,0,0,1,7.38,98,38.2,19.4,97.2,0.5,0.48,0,0,2,1,1,0,0,0,20,I,1,4,0,0,0,2,0,2,10,5,202,Mild,1,0,0,Moderate,Simple_Mask,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,0,0,0,0,CAP_Inpatient_Non_ICU,Ceftriaxone,1000,q24h,IV,10,1,Azithromycin,0,0,1,1,COVID_O2_Requiring,11.3,0,0,0,0,0,0.351,0,0,0,0,0,1,0,0,Former,0,1,Current,PCV13_only,1,0,0.0,9.7,0,,0,0,0,0,0,0,1,Home_with_Services,1,1,3.3,29673
210,88.0,Elderly,Female,White,Medicare,Urban,0,0,CAP,Viral,Influenza_A,0,0,J09.X1,233604007,Lobar_Consolidation,0.108,16.3,11.0,Negative,Negative,5.9,39.4,87,19,122,77,92.0,96,14,157.3,88.2,35.7,1,0,0,0,11.0,211,89.5,11.4,7.8,140.0,34.0,12.2,1.39,140,3.1,3.0,100,746,16.6,0.025,0,0,0,0,7.42,95,33.3,18.8,97.5,4.4,0.58,0,0,3,1,1,0,0,1,97,IV,3,5,1,1,0,1,1,1,22,7,164,Moderate,1,0,0,Severe,Simple_Mask,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,0,0,0,0,CAP_Inpatient_Non_ICU,Ceftriaxone,1000,q24h,IV,8,1,Azithromycin,0,1,0,0,None,0.0,1,0,0,0,0,0.036,0,0,0,0,0,0,0,0,Never,0,4,Never,Neither,0,0,0.0,1.7,0,,0,0,0,0,0,0,0,SNF_or_Rehab,1,0,10.8,30028
211,80.1,Elderly,Male,Black,Medicare,Urban,0,1,VAP,Bacterial,A_baumannii_XDR,0,0,J18.9,429271009,Lobar_Consolidation,3.548,193.9,14.9,Negative,Pneumococcal_pos,5.0,39.3,101,30,100,74,82.7,89,11,188.5,86.3,24.3,1,0,1,1,11.5,228,89.7,12.6,7.1,135.4,16.7,6.0,1.97,180,2.9,2.8,1866,373,16.7,0.01,1,0,0,0,7.51,40,41.2,23.0,92.8,3.5,0.36,0,0,3,1,0,1,0,1,124,IV,6,9,4,1,1,0,1,2,23,7,54,Severe,1,1,1,Critical,Simple_Mask,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,0,0,0,0,VAP_Protocol,Meropenem,2000,q8h,IV,4,0,None,0,0,1,0,None,0.0,0,0,0,0,0,1.146,0,0,1,0,1,0,0,0,Never,0,4,Never,Both,1,1,2.3,5.6,0,,0,0,0,0,1,0,0,LTAC_or_SNF,0,0,4.7,66069
212,61.2,Adult,Female,White,Private,Urban,0,0,CAP,Atypical,M_pneumoniae,0,0,J15.7,233604007,Multilobar,0.444,100.6,16.7,Negative,Pneumococcal_pos,1.9,39.5,79,25,113,54,73.7,88,14,174.4,115.5,38.0,1,0,1,1,9.8,123,95.0,16.7,5.7,132.4,24.5,8.7,2.29,247,2.2,0.5,488,5935,2.5,0.541,1,0,1,1,7.44,143,38.9,23.8,94.7,3.3,0.46,0,0,2,1,1,0,0,0,95,IV,4,4,0,2,0,1,0,1,22,7,310,None,1,1,1,Critical,IMV,1,8.3,12.6,7.4,7.8,10.3,23.6,0,0,0,0,0,0,0,CAP_ICU,Ceftriaxone,2000,q24h,IV,9,0,None,0,1,1,0,None,0.0,0,0,1,0,1,0.125,0,1,0,0,0,0,0,0,Never,0,2,Current,Both,0,0,0.0,1.0,0,,0,0,0,0,1,0,0,LTAC_or_SNF,1,0,7.0,23210
213,76.3,Elderly,Male,Other,Medicare,Urban,0,0,CAP,Bacterial,H_influenzae,0,0,J14,233604007,Patchy_Infiltrate,9.733,196.3,15.1,Negative,Pneumococcal_pos,6.3,38.1,116,21,104,61,75.3,90,12,164.8,88.1,32.4,0,0,1,0,13.3,226,94.5,18.7,5.1,132.4,42.2,15.1,1.2,191,3.3,0.5,746,6293,59.5,0.125,0,0,1,1,7.42,82,27.7,20.4,93.0,3.0,0.46,0,0,3,1,1,0,0,1,106,IV,5,7,1,1,0,2,1,2,22,6,178,Moderate,0,0,0,Severe,HFNC,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,1,0,0,0,CAP_Inpatient_Non_ICU,Ceftriaxone,1000,q24h,IV,4,1,Azithromycin,1,0,1,1,COVID_O2_Requiring,6.9,0,0,0,0,0,3.152,0,0,0,1,0,0,0,0,Current,0,1,Never,Both,0,0,0.0,7.2,0,,0,0,0,0,1,0,0,SNF_or_Rehab,0,1,2.7,5046
214,94.0,Elderly,Female,Black,Medicare,Urban,0,1,VAP,Bacterial,A_baumannii_XDR,0,0,J18.9,429271009,Interstitial,10.78,72.0,21.6,Negative,Pneumococcal_pos,3.6,39.9,108,36,94,50,64.7,84,7,167.4,73.3,26.2,1,0,1,1,12.5,103,84.4,11.8,7.1,137.0,32.0,11.4,2.08,199,2.4,8.2,1266,1584,1354.0,1.312,1,0,0,1,7.37,115,15.0,23.6,93.1,5.1,0.72,0,0,4,1,1,1,0,1,125,IV,6,7,2,0,0,1,1,3,21,6,161,Moderate,0,0,1,Critical,NIV,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,1,0,0,0,0,VAP_Protocol,Meropenem,2000,q8h,IV,10,1,Azithromycin,0,0,0,0,None,0.0,0,0,0,0,1,0.871,0,0,1,0,1,0,0,0,Never,0,3,Never,Neither,0,1,9.1,9.4,0,,0,0,0,0,0,1,0,LTAC_or_SNF,0,0,3.1,36518
215,94.4,Elderly,Female,Asian,Private,Urban,0,1,HAP,Bacterial,S_aureus_MRSA,1,0,J15.212,64667001,Lobar_Consolidation,6.343,108.1,10.5,Negative,Negative,11.4,39.5,101,27,91,81,84.3,91,11,159.1,91.6,36.2,1,0,1,1,13.6,171,95.0,14.8,6.4,130.5,20.1,7.2,2.49,133,2.1,3.2,193,57,483.3,0.189,1,0,1,0,7.22,162,26.2,23.1,88.3,0.5,0.58,0,0,3,1,1,0,0,1,112,IV,6,6,2,0,0,0,2,2,17,4,277,Mild,1,0,0,Severe,Simple_Mask,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,0,0,0,0,HAP_Non_VAP,Piperacillin_Tazobactam,4500,q6h,IV,3,1,Azithromycin,0,0,1,0,None,0.0,0,0,0,0,0,1.146,0,0,0,0,0,0,0,0,Never,1,4,Current,Both,0,0,0.0,1.3,0,,0,0,1,0,0,0,0,SNF_or_Rehab,0,0,1.8,8356
216,46.6,Adult,Female,White,Medicare,Rural,0,0,HAP,Bacterial,P_aeruginosa,0,0,J15.1,64667001,Multilobar,5.655,38.7,12.7,Negative,Negative,2.9,37.8,95,19,100,90,93.3,88,14,171.0,102.2,34.9,0,0,1,0,10.9,314,94.0,8.4,11.2,135.9,28.8,10.3,1.48,163,3.0,0.5,848,333,9.7,0.527,0,0,0,0,7.4,50,39.0,26.2,93.2,4.1,0.49,0,0,2,1,1,0,0,0,20,I,3,7,3,1,1,1,0,1,23,7,102,Moderate,0,0,0,Moderate,HFNC,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,1,0,0,0,HAP_Non_VAP,Piperacillin_Tazobactam,4500,q6h,IV,12,1,Azithromycin,0,0,1,0,None,0.0,0,0,1,0,0,0.949,0,0,0,0,0,1,0,0,Never,0,1,Current,Both,0,0,0.0,2.3,0,,0,0,0,0,1,0,0,Home_with_Services,0,1,6.4,6084
217,1.1,Pediatric,Male,White,Private,Urban,0,0,CAP,Unknown,Unknown,0,0,J18.9,233604007,Patchy_Infiltrate,0.479,50.1,21.6,Negative,Negative,6.0,39.0,98,22,106,47,66.7,97,15,170.2,97.0,33.5,1,0,0,1,10.2,115,84.0,19.6,4.3,148.3,23.2,8.3,0.65,104,3.2,2.0,225,79,3.2,0.082,0,0,0,0,7.47,66,42.7,28.4,88.2,0.5,0.55,0,0,1,0,1,0,0,0,0,I,0,6,3,1,1,1,0,0,19,4,119,Moderate,0,0,0,Mild,Simple_Mask,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,0,0,0,0,CAP_Mild_Outpatient,Amoxicillin,1000,q8h,PO,7,1,Azithromycin,0,0,0,0,None,0.0,0,0,0,0,1,0.189,0,0,0,0,0,0,0,0,Current,0,1,Current,Both,0,0,0.0,3.4,0,,0,0,0,0,1,0,0,Home,0,0,3.5,23222
218,1.3,Pediatric,Male,White,Medicaid,Urban,0,0,CAP,Unknown,Unknown,0,0,J18.9,233604007,Patchy_Infiltrate,1.301,15.2,4.5,Negative,Negative,11.0,37.7,79,24,100,90,93.3,86,13,168.2,95.8,33.9,0,0,1,1,12.6,182,69.8,19.1,3.7,138.7,33.4,11.9,2.01,187,3.9,3.1,374,392,7.1,0.211,1,0,0,1,7.4,164,26.2,14.3,87.6,3.6,0.6,0,0,2,1,1,0,0,0,23,I,3,5,2,0,1,0,1,1,21,5,273,Mild,1,1,1,Critical,NIV,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,1,0,0,0,0,CAP_ICU,Ceftriaxone,2000,q24h,IV,3,1,Azithromycin,0,0,1,0,None,0.0,0,0,0,1,1,0.28,0,0,0,0,0,0,0,0,Former,1,2,Prior_Year,PCV13_only,0,1,3.8,8.5,0,,0,0,1,0,1,0,0,LTAC_or_SNF,0,0,6.4,43309
219,49.1,Adult,Female,Hispanic,Private,Urban,0,0,CAP,Bacterial,S_pneumoniae,0,0,J13,233604007,Lobar_Consolidation,6.623,171.8,12.5,Negative,Negative,8.5,38.6,65,30,128,70,89.3,83,14,155.2,47.0,19.5,1,0,1,1,15.1,102,65.5,18.7,3.5,139.2,12.1,4.3,1.8,192,2.9,1.5,8495,101,19.1,0.226,1,0,0,1,7.38,44,39.2,25.0,99.1,2.7,0.76,0,0,2,1,0,1,0,0,37,I,4,5,3,0,0,0,1,1,24,5,58,Severe,0,0,0,Moderate,Room_Air,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,0,0,0,0,CAP_Inpatient_Non_ICU,Ceftriaxone,1000,q24h,IV,8,1,Azithromycin,1,0,1,0,None,0.0,0,0,0,0,1,0.446,0,1,0,0,0,0,0,1,Current,0,2,Never,PCV13_only,0,0,0.0,1.0,0,,0,0,1,0,0,0,0,Home_with_Services,1,1,6.0,5447
220,45.2,Adult,Male,White,Medicare,Rural,0,0,CAP,Atypical,M_pneumoniae,0,0,J15.7,233604007,Lobar_Consolidation,0.878,51.9,8.8,Negative,Negative,5.5,38.9,109,27,127,83,97.7,91,13,170.9,25.2,8.6,1,0,1,1,12.1,212,65.3,11.4,5.7,132.6,5.0,1.8,0.93,144,3.6,1.0,1086,57,14.9,0.192,0,0,1,0,7.34,105,39.9,17.7,95.8,3.3,0.45,0,1,1,1,0,0,0,0,13,I,4,3,0,0,1,1,0,1,10,3,234,Mild,1,0,0,Mild,Nasal_Cannula,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,0,0,0,0,CAP_Mild_Outpatient,Amoxicillin,1000,q8h,PO,8,0,None,0,0,0,1,COVID_O2_Requiring,7.0,0,0,0,0,1,0.124,0,0,0,0,0,0,0,0,Current,0,1,Current,PCV13_only,0,0,0.0,4.3,0,,0,0,1,1,1,0,0,Home,0,0,1.7,27981
221,57.7,Adult,Male,White,Medicaid,Suburban,0,0,CAP,Viral,Influenza_A,0,0,J09.X1,233604007,Multilobar,0.083,41.0,13.6,Negative,Negative,4.8,38.3,66,24,93,76,81.7,87,13,162.2,108.1,41.1,1,0,1,1,12.6,268,71.2,20.3,3.5,131.5,38.9,13.9,2.76,222,3.9,2.4,1397,13,5.0,1.164,1,0,1,1,7.36,85,43.8,23.4,91.4,2.7,0.44,0,0,2,1,1,0,0,0,85,III,3,5,1,1,0,2,0,1,20,5,192,Moderate,0,0,0,Moderate,Room_Air,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,0,0,0,0,CAP_Inpatient_Non_ICU,Ceftriaxone,1000,q24h,IV,8,1,Azithromycin,0,0,0,0,None,0.0,1,0,0,0,1,0.029,0,0,0,0,0,0,0,0,Never,0,1,Never,Neither,0,0,0.0,2.2,0,,0,0,0,0,0,0,0,Home_with_Services,0,0,3.2,12120
222,71.3,Elderly,Male,White,Medicare,Rural,0,0,HAP,Bacterial,S_aureus_MSSA,0,0,J15.21,64667001,Multilobar,6.454,208.3,12.8,Negative,Negative,3.2,39.2,122,23,86,86,86.0,84,11,157.2,89.7,36.3,1,1,1,1,11.0,200,95.0,6.1,15.5,139.2,17.0,6.1,1.19,221,2.8,4.6,14202,572,3.2,0.026,0,0,0,1,7.32,40,40.5,21.7,91.5,4.4,0.41,0,1,3,1,0,0,1,1,102,IV,7,11,4,1,1,3,0,2,30,5,50,Severe,0,0,1,Critical,IMV,1,10.9,7.7,8.1,8.8,14.5,15.5,1,0,0,0,0,0,0,HAP_Non_VAP,Piperacillin_Tazobactam,4500,q6h,IV,12,1,Azithromycin,0,0,0,0,None,0.0,0,0,0,0,0,2.337,0,0,1,1,0,0,0,0,Current,0,4,Never,PCV13_only,0,1,9.4,10.0,1,3.6,1,1,0,0,1,0,0,Died,0,0,1.5,50242
223,63.5,Adult,Female,White,Medicaid,Urban,0,0,CAP,Bacterial,S_aureus_MSSA,1,0,J15.21,233604007,Lobar_Consolidation,12.516,126.4,17.7,Negative,Negative,3.1,39.1,133,25,107,72,83.7,88,14,181.9,79.5,24.0,1,0,1,1,10.7,184,85.6,12.1,7.1,135.2,21.1,7.5,1.8,163,3.1,2.7,760,13,25.8,0.148,1,0,0,0,7.44,40,43.4,22.2,86.5,2.6,0.44,0,0,2,1,1,0,0,0,77,III,4,6,4,0,0,1,0,1,21,6,50,Severe,1,0,0,Moderate,NIV,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,1,0,0,0,0,CAP_Inpatient_Non_ICU,Ceftriaxone,1000,q24h,IV,9,1,Azithromycin,1,0,1,1,CAP_Severe,6.0,0,0,1,0,1,4.688,0,0,0,0,0,0,0,0,Never,0,2,Prior_Year,Both,0,0,0.0,8.1,0,,0,0,0,0,0,1,0,Home_with_Services,0,0,1.7,9160
224,55.2,Adult,Female,White,Medicare,Urban,1,0,CAP,Bacterial,H_influenzae,0,0,J14,233604007,Multilobar,1.579,136.1,14.6,Contaminated,Negative,0.7,37.8,93,22,157,57,90.3,90,15,191.9,95.3,25.9,0,0,1,1,13.7,308,72.3,15.8,4.6,142.4,5.0,1.8,0.4,166,4.3,3.6,317,165,1.0,0.117,0,0,0,0,7.5,133,40.5,18.9,93.6,1.9,0.46,0,0,0,0,0,0,0,0,46,I,2,1,0,1,0,0,0,0,8,1,288,Mild,0,0,0,Mild,Nasal_Cannula,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,0,0,0,0,CAP_Mild_Outpatient,Amoxicillin,1000,q8h,PO,10,1,Azithromycin,0,0,0,1,ARDS,8.5,0,0,0,0,0,0.159,0,0,0,0,0,0,0,0,Former,0,1,Prior_Year,PPSV23_only,0,0,0.0,3.7,0,,0,0,1,0,0,0,0,Home,0,1,1.4,15235
225,54.9,Adult,Female,White,Medicaid,Suburban,0,0,CAP,Bacterial,S_aureus_MSSA,0,0,J15.21,233604007,Lobar_Consolidation,3.278,180.0,8.7,Negative,Negative,2.7,39.7,131,29,88,67,74.0,89,11,189.4,122.4,34.1,1,1,1,1,11.2,207,80.2,6.0,13.4,136.4,43.3,15.5,2.24,139,3.2,4.7,262,1347,29.9,0.211,1,0,0,0,7.48,152,37.2,25.9,84.9,3.6,0.65,0,0,3,1,1,0,1,0,100,IV,6,9,1,1,1,3,1,2,22,5,233,Mild,1,1,1,Critical,IMV_ECMO,1,5.9,10.1,7.2,7.1,17.2,25.6,0,1,0,0,1,1,1,CAP_ICU,Ceftriaxone,2000,q24h,IV,7,1,Azithromycin,0,0,1,1,COVID_O2_Requiring,11.8,0,0,0,0,0,0.953,1,1,1,0,0,0,0,0,Never,0,2,Prior_Year,Both,0,1,6.7,8.9,0,,0,0,0,0,0,0,0,LTAC_or_SNF,0,1,1.9,63952
226,54.3,Adult,Female,White,Medicare,Urban,0,0,CAP,Bacterial,S_pneumoniae,0,0,J13,233604007,Lobar_Consolidation,13.977,135.7,10.6,Contaminated,Pneumococcal_pos,2.3,38.0,98,23,113,79,90.3,90,12,175.2,111.1,36.2,0,0,1,1,13.0,268,76.4,15.1,5.1,151.6,27.1,9.7,0.97,135,3.6,1.3,179,99,2.7,0.064,0,0,0,0,7.36,72,35.0,18.3,93.4,4.5,0.48,0,0,2,1,1,0,0,0,75,III,3,6,2,0,0,2,0,2,16,2,149,Moderate,0,0,0,Moderate,Simple_Mask,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,0,0,0,0,CAP_Inpatient_Non_ICU,Ceftriaxone,1000,q24h,IV,9,1,Azithromycin,0,0,0,1,CAP_Severe,6.0,0,0,0,0,0,2.667,0,0,0,0,0,0,0,0,Former,0,2,Current,Both,0,0,0.0,1.0,0,,0,0,0,0,0,0,0,Home_with_Services,0,0,2.2,5781
227,5.7,Pediatric,Male,Black,Medicare,Suburban,0,1,CAP,Bacterial,H_influenzae,0,0,J14,233604007,Lobar_Consolidation,26.698,140.9,14.7,Contaminated,Negative,2.2,41.1,134,24,111,67,81.7,88,14,165.1,101.2,37.1,1,0,1,1,12.7,242,88.8,15.9,5.6,134.4,32.4,11.6,2.27,114,3.0,0.5,100,81,79.7,0.086,1,0,1,0,7.34,74,40.2,25.3,94.6,3.5,0.43,0,0,2,1,1,0,0,0,37,I,3,3,2,0,0,0,0,1,11,4,175,Moderate,0,0,0,Moderate,Simple_Mask,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,0,0,0,0,CAP_Inpatient_Non_ICU,Ceftriaxone,1000,q24h,IV,4,1,Azithromycin,0,0,0,1,ARDS,7.7,0,0,1,0,1,8.207,0,0,0,0,0,0,0,0,Former,0,3,Current,Neither,0,0,0.0,1.9,0,,0,0,0,0,0,0,0,Home_with_Services,0,1,14.0,32714
228,95.0,Elderly,Male,White,Private,Rural,0,1,HAP,Bacterial,P_aeruginosa,0,0,J15.1,64667001,Lobar_Consolidation,1.777,249.0,18.6,Negative,Negative,0.1,39.0,98,30,106,77,86.7,90,11,167.2,60.5,21.6,1,0,1,1,12.2,20,72.3,3.2,22.8,137.6,33.3,11.9,1.96,140,3.5,2.4,1371,395,138.0,1.117,1,1,0,0,7.33,51,26.9,16.3,93.2,0.8,0.45,0,1,4,1,1,1,0,1,129,IV,6,6,3,0,0,0,1,2,15,9,115,Moderate,0,0,0,Critical,HFNC,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,1,0,0,0,HAP_Non_VAP,Piperacillin_Tazobactam,4500,q6h,IV,9,0,None,1,0,1,1,COVID_O2_Requiring,6.7,0,0,0,0,0,0.602,1,0,0,0,1,1,0,0,Never,0,4,Current,Both,0,1,7.9,10.1,1,11.1,1,1,0,0,1,1,0,Died,0,0,2.9,25925
229,69.5,Elderly,Male,White,Medicare,Urban,0,0,CAP,Bacterial,S_aureus_MSSA,0,0,J15.21,233604007,Lobar_Consolidation,2.509,251.8,26.3,Negative,Negative,1.5,37.8,59,20,104,70,81.3,95,13,172.5,63.4,21.3,0,0,0,0,13.0,195,83.4,13.3,6.3,133.6,5.0,1.8,2.27,148,3.2,2.9,100,101,84.2,0.121,1,0,1,0,7.33,40,35.3,22.7,99.5,1.3,0.69,0,0,2,1,0,0,0,1,79,III,1,8,4,1,2,0,0,1,22,4,50,Severe,1,0,0,Moderate,Nasal_Cannula,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,0,0,0,0,CAP_Inpatient_Non_ICU,Ceftriaxone,1000,q24h,IV,6,1,Azithromycin,1,0,0,0,None,0.0,0,0,0,0,0,0.355,0,0,0,0,0,0,0,0,Never,0,3,Current,Neither,0,0,0.0,1.1,0,,0,0,0,0,1,1,0,Home_with_Services,1,0,6.7,16299
230,4.0,Pediatric,Female,Hispanic,Medicare,Rural,1,0,CAP,Viral,Influenza_A,1,0,J09.X1,233604007,Lobar_Consolidation,6.93,6.5,17.6,Negative,Negative,4.1,37.9,100,35,134,64,87.3,97,15,163.4,27.5,10.3,0,0,0,1,10.2,126,82.8,5.3,15.6,141.4,13.7,4.9,1.34,85,2.4,2.2,1125,450,9.5,2.381,0,0,0,0,7.33,62,39.5,30.1,94.5,3.0,0.35,0,0,1,0,0,1,0,0,16,I,1,9,2,1,1,2,3,0,21,1,177,Moderate,1,1,1,Critical,IMV,1,1.1,4.1,7.3,10.5,12.3,16.8,0,0,0,0,0,0,0,CAP_ICU,Ceftriaxone,2000,q24h,IV,12,0,Vancomycin,0,0,1,0,None,0.0,1,0,0,0,1,1.56,0,0,0,0,0,0,0,0,Never,0,1,Prior_Year,PPSV23_only,0,0,0.0,1.0,0,,0,0,0,0,0,0,0,LTAC_or_SNF,0,0,5.4,5000
231,6.1,Pediatric,Male,Black,Medicaid,Suburban,0,1,CAP,Atypical,C_pneumoniae,0,0,J18.9,233604007,Lobar_Consolidation,0.339,49.8,9.3,Negative,Negative,1.8,40.0,134,28,119,57,77.7,91,14,182.5,93.9,28.2,1,0,1,1,10.0,139,71.8,27.4,2.6,138.8,21.6,7.7,0.9,177,3.0,3.3,407,79,3.6,0.271,0,0,0,0,7.36,87,44.2,32.0,82.7,4.2,0.65,0,0,2,1,1,0,0,0,29,I,4,7,3,1,1,0,1,1,23,5,134,Moderate,1,1,1,Critical,IMV,1,7.5,7.6,7.7,8.8,16.8,27.3,1,0,0,0,1,1,1,CAP_ICU,Ceftriaxone,2000,q24h,IV,8,1,Azithromycin,0,0,1,1,COVID_O2_Requiring,10.8,0,0,0,0,1,0.056,0,0,0,0,0,0,0,0,Never,1,2,Never,Neither,0,0,0.0,2.0,0,,0,0,0,0,0,0,0,LTAC_or_SNF,0,0,4.7,12924
232,62.2,Adult,Female,White,Medicaid,Urban,0,1,CAP,Bacterial,S_pneumoniae,0,0,J13,233604007,Patchy_Infiltrate,39.966,147.5,14.1,Positive,Negative,2.7,38.6,113,18,126,65,85.3,91,15,145.6,104.4,49.2,1,0,1,0,11.7,298,95.0,16.2,5.9,133.0,18.6,6.7,1.88,196,2.6,3.7,525,331,6.3,0.107,1,0,1,1,7.44,40,32.7,16.0,100.0,1.3,0.54,0,0,0,0,0,0,0,0,64,II,2,3,2,0,0,1,0,0,14,1,64,Severe,0,0,0,Mild,Nasal_Cannula,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,0,0,0,0,CAP_Mild_Outpatient,Amoxicillin,1000,q8h,PO,10,0,None,0,0,0,0,None,0.0,0,0,0,0,0,8.376,0,1,1,0,0,0,0,0,Former,0,2,Current,PCV13_only,0,0,0.0,3.5,0,,0,0,0,0,0,0,0,Home,0,0,7.3,23455
233,54.3,Adult,Female,Hispanic,Medicare,Urban,0,0,CAP,Bacterial,S_pneumoniae,0,0,J13,233604007,Interstitial,5.744,221.9,15.8,Negative,Negative,1.0,37.8,97,26,119,71,87.0,89,11,164.7,106.2,39.1,0,0,1,1,11.5,163,78.1,15.0,5.2,135.2,26.2,9.3,1.82,159,3.2,3.5,494,256,42.6,0.339,1,0,0,0,7.33,133,40.8,19.3,88.1,6.1,0.43,0,1,2,1,1,0,0,0,61,II,4,6,1,0,1,2,0,2,20,7,308,None,0,0,0,Moderate,NIV,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,1,0,0,0,0,CAP_Inpatient_Non_ICU,Ceftriaxone,1000,q24h,IV,9,0,None,0,0,1,1,Refractory_Shock,11.8,0,0,0,0,1,0.871,0,0,0,0,0,0,0,0,Former,0,2,Prior_Year,PPSV23_only,0,0,0.0,5.8,0,,0,0,0,0,1,0,0,Home_with_Services,0,0,4.4,5000
234,25.2,Adult,Male,Other,Medicaid,Urban,0,0,VAP,Bacterial,Enterobacter_spp,0,0,J18.9,429271009,Patchy_Infiltrate,6.022,260.0,14.2,Negative,Negative,1.1,40.4,123,35,113,40,64.3,88,11,176.8,94.9,30.3,1,0,1,1,9.5,290,74.2,11.7,6.3,140.0,42.2,15.1,2.01,71,2.3,3.9,6010,762,9.2,0.435,1,0,0,0,7.39,114,30.7,18.1,87.4,4.5,0.55,0,0,3,1,1,1,0,0,54,II,4,2,0,0,0,0,0,2,10,8,206,Mild,0,0,1,Critical,IMV,1,22.2,5.5,6.7,8.9,11.0,25.8,0,0,0,0,1,1,0,VAP_Protocol,Meropenem,2000,q8h,IV,13,1,Azithromycin,0,0,1,0,None,0.0,0,0,0,0,1,1.017,0,0,0,0,0,0,0,0,Never,1,2,Current,PPSV23_only,0,1,6.8,8.1,0,,0,0,0,0,0,0,0,LTAC_or_SNF,0,1,1.8,40916
235,44.3,Adult,Female,Hispanic,Medicaid,Suburban,0,1,CAP,Bacterial,S_pneumoniae,0,0,J13,233604007,Lobar_Consolidation,3.106,369.1,16.8,Negative,Negative,0.3,38.6,121,22,139,61,87.0,92,13,158.7,76.6,30.4,1,0,0,1,12.3,98,88.8,18.7,4.7,142.0,39.3,14.0,1.2,144,3.4,3.1,1865,4392,164.8,0.733,0,1,0,0,7.47,40,41.6,31.6,92.9,3.0,0.4,0,0,2,1,1,0,0,0,13,I,3,8,3,1,1,2,0,1,23,3,50,Severe,0,0,0,Moderate,NIV,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,1,0,0,0,0,CAP_Inpatient_Non_ICU,Ceftriaxone,1000,q24h,IV,3,1,Azithromycin,1,0,0,0,None,0.0,0,0,1,0,1,0.451,0,0,0,0,1,0,0,0,Never,0,1,Current,Neither,0,0,0.0,3.1,0,,0,0,0,0,0,0,0,Home_with_Services,0,0,5.1,5000
236,37.8,Adult,Male,Asian,Medicaid,Urban,0,1,CAP,Bacterial,S_pneumoniae,0,0,J13,233604007,Interstitial,13.889,147.4,3.9,Negative,Pneumococcal_pos,4.1,39.8,107,19,130,44,72.7,94,12,165.4,67.6,24.7,1,0,0,0,13.2,107,82.2,19.3,4.3,130.5,13.6,4.9,1.77,107,3.1,6.4,588,654,22.2,0.05,1,0,1,0,7.38,104,29.5,21.4,91.5,1.1,0.61,0,0,1,1,0,0,0,0,15,I,1,8,2,1,0,2,1,2,21,3,172,Moderate,1,0,0,Mild,Room_Air,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,0,0,0,0,CAP_Mild_Outpatient,Amoxicillin,1000,q8h,PO,8,1,Azithromycin,1,0,0,0,None,0.0,0,0,0,0,0,2.145,0,0,1,0,0,0,0,0,Current,0,1,Current,Both,0,0,0.0,3.8,0,,0,0,1,0,1,0,0,Home,1,0,6.0,15147
237,31.3,Adult,Female,Black,Medicaid,Urban,0,0,HCAP,Bacterial,S_pneumoniae,0,0,J13,422400008,Lobar_Consolidation,22.859,150.9,17.6,Negative,Negative,0.1,39.9,153,20,151,62,91.7,82,15,174.5,61.8,20.3,1,0,1,0,14.0,244,85.0,5.0,17.0,134.7,28.9,10.3,2.68,134,2.5,0.5,171,896,55.4,0.019,1,0,1,0,7.45,77,39.5,26.5,91.9,4.3,0.4,0,0,1,0,1,0,0,0,9,I,2,5,2,2,1,0,0,0,21,2,192,Moderate,0,0,0,Mild,HFNC,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,1,0,0,0,CAP_Mild_Outpatient,Amoxicillin,1000,q8h,PO,5,1,Azithromycin,1,0,0,0,None,0.0,0,0,0,0,0,5.767,1,0,0,0,0,0,0,1,Former,0,2,Current,PPSV23_only,0,0,0.0,1.0,0,,0,0,1,0,1,0,0,Home,0,0,1.5,33794
238,47.1,Adult,Female,White,Private,Suburban,0,0,CAP,Bacterial,S_pneumoniae,0,0,J13,233604007,Interstitial,1.294,221.2,12.5,Negative,Negative,0.8,39.3,97,28,130,83,98.7,89,12,184.7,76.4,22.4,1,0,1,1,14.4,165,69.2,22.1,3.1,143.8,38.0,13.6,2.3,217,2.9,3.4,1583,169,1.9,0.27,1,0,0,1,7.29,231,34.4,23.3,91.7,2.0,0.71,0,0,2,1,1,0,0,0,3,I,4,2,0,0,0,0,0,2,10,3,327,None,0,0,0,Moderate,Simple_Mask,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,0,0,0,0,CAP_Inpatient_Non_ICU,Ceftriaxone,1000,q24h,IV,3,0,None,1,0,0,0,None,0.0,0,0,0,0,0,0.337,1,0,1,0,1,0,0,0,Former,0,2,Never,PCV13_only,0,0,0.0,11.2,0,,0,0,0,0,1,0,0,Home_with_Services,0,0,4.4,16718
239,0.9,Pediatric,Female,Hispanic,Private,Urban,0,0,VAP,Fungal,Candida_spp,0,0,J18.9,429271009,Patchy_Infiltrate,1.624,46.8,15.7,Negative,Pneumococcal_pos,0.7,41.5,132,20,88,50,62.7,88,11,153.8,58.5,24.7,1,1,1,0,8.2,189,91.3,19.0,4.8,134.5,25.2,9.0,2.45,75,3.2,6.6,280,909,18.0,0.823,1,0,1,0,7.31,46,25.7,15.9,82.9,2.7,0.62,0,1,3,1,1,0,1,0,53,II,5,8,4,0,0,0,2,2,24,6,74,Severe,1,0,1,Critical,IMV,1,8.6,13.1,6.5,8.9,18.3,22.5,1,0,0,0,1,1,0,VAP_Protocol,Meropenem,2000,q8h,IV,5,1,Azithromycin,0,0,0,1,COVID_O2_Requiring,13.3,0,1,0,0,1,0.605,0,0,0,0,0,0,0,0,Never,0,2,Current,Both,0,1,2.2,4.9,1,12.2,1,1,0,0,0,0,0,Died,0,0,7.0,71777
240,3.7,Pediatric,Male,Black,Private,Urban,0,0,CAP,Viral,SARS_CoV2,0,0,J12.82,233604007,Lobar_Consolidation,0.107,30.1,21.2,Negative,Negative,2.1,37.2,114,15,129,80,96.3,92,12,153.0,118.6,50.7,0,0,0,0,9.7,197,95.0,15.8,6.0,138.2,22.3,8.0,1.7,117,3.9,0.5,100,214,1.0,0.167,1,0,0,0,7.41,67,35.6,15.6,100.0,1.5,0.52,0,0,2,1,1,0,0,0,23,I,3,5,2,1,0,0,0,2,11,6,129,Moderate,0,0,0,Moderate,Nasal_Cannula,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,0,0,0,0,CAP_Inpatient_Non_ICU,Ceftriaxone,1000,q24h,IV,12,0,None,0,1,0,0,None,0.0,1,0,0,0,0,0.02,1,0,0,1,1,0,0,0,Former,0,2,Current,Both,0,0,0.0,4.5,0,,0,0,0,0,1,0,0,Home_with_Services,0,0,3.7,23252
241,84.4,Elderly,Male,Other,Uninsured,Suburban,0,0,CAP,Viral,SARS_CoV2,0,0,J12.82,233604007,Lobar_Consolidation,0.198,47.6,8.1,Negative,Pneumococcal_pos,0.9,38.2,90,26,124,105,111.3,87,14,157.6,51.3,20.7,0,0,1,1,11.2,188,67.5,14.6,4.6,141.1,32.4,11.6,0.66,187,2.8,3.8,766,385,88.5,0.317,0,0,0,1,7.4,157,43.8,20.2,95.3,4.4,0.55,0,0,3,1,1,0,0,1,98,IV,6,2,0,0,0,0,1,1,15,6,287,Mild,0,0,0,Severe,Simple_Mask,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,0,0,0,0,CAP_Inpatient_Non_ICU,Ceftriaxone,1000,q24h,IV,8,0,None,0,0,1,1,ARDS,12.1,1,0,0,0,1,0.055,0,1,0,1,1,0,0,1,Current,0,4,Current,Neither,0,0,0.0,2.8,0,,0,0,1,0,1,0,0,SNF_or_Rehab,0,0,12.2,18387
242,71.2,Elderly,Male,Hispanic,Medicare,Urban,1,0,VAP,Bacterial,Enterobacter_spp,1,1,J18.9,429271009,Interstitial,2.479,2.0,17.7,Negative,Pneumococcal_pos,6.6,39.3,107,28,134,82,99.3,82,10,151.1,75.7,33.1,1,0,1,1,11.0,145,86.8,2.0,40.0,129.8,36.6,13.1,2.37,145,2.3,5.5,3956,1744,58.6,0.578,1,0,1,0,7.43,220,26.6,30.0,88.3,4.5,0.84,0,0,3,1,1,0,0,1,88,III,6,4,0,1,0,1,0,2,13,5,261,Mild,0,0,1,Critical,NIV,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,1,0,0,0,0,VAP_Protocol,Meropenem,2000,q8h,IV,7,0,Vancomycin,0,0,1,0,None,0.0,0,0,0,0,0,0.962,0,0,1,0,0,0,0,0,Never,0,4,Never,PPSV23_only,0,1,5.7,6.8,0,,0,0,1,0,0,0,0,LTAC_or_SNF,0,1,2.3,37167
243,76.7,Elderly,Male,White,Medicare,Urban,0,0,CAP,Viral,Influenza_A,0,0,J09.X1,233604007,Multilobar,0.544,93.7,18.2,Positive,Negative,1.8,40.9,120,20,95,72,79.7,94,15,151.9,37.4,16.2,1,0,0,0,11.4,212,72.1,8.1,8.9,133.4,34.2,12.2,1.82,121,4.2,0.5,246,167,41.2,0.023,1,0,1,0,7.33,69,27.1,23.8,100.0,0.9,0.41,0,0,2,0,1,0,0,1,96,IV,2,4,2,1,1,0,0,0,11,1,170,Moderate,0,0,0,Moderate,IMV_ECMO,1,5.7,12.2,5.9,10.0,16.2,15.8,0,1,0,0,0,0,0,CAP_Inpatient_Non_ICU,Ceftriaxone,1000,q24h,IV,10,1,Azithromycin,0,0,0,0,None,0.0,1,0,0,0,0,0.116,0,0,1,0,0,0,0,0,Former,0,3,Current,PPSV23_only,0,0,0.0,11.3,0,,0,0,0,0,1,1,0,Home_with_Services,0,0,3.0,10983
244,51.5,Adult,Male,Hispanic,Medicare,Urban,1,0,CAP,Bacterial,H_influenzae,0,0,J14,233604007,Patchy_Infiltrate,16.847,167.2,15.3,Positive,Legionella_pos,1.6,40.6,106,22,121,80,93.7,87,10,157.3,86.5,35.0,1,0,1,1,10.6,240,95.0,18.1,5.2,135.6,28.6,10.2,1.83,236,3.2,3.5,724,211,23.2,0.209,1,0,0,1,7.35,82,38.0,26.7,88.1,1.6,0.5,0,0,2,1,1,0,0,0,97,IV,3,6,2,0,0,2,0,2,14,4,164,Moderate,1,0,0,Moderate,NIV,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,1,0,0,0,0,CAP_Inpatient_Non_ICU,Ceftriaxone,1000,q24h,IV,8,0,None,1,0,0,0,None,0.0,0,0,0,0,0,5.437,0,0,0,0,0,0,0,0,Never,0,3,Never,Neither,0,0,0.0,4.9,0,,0,0,0,0,0,0,0,Home_with_Services,0,0,5.2,7077
245,72.9,Elderly,Male,White,Uninsured,Urban,0,0,CAP,Bacterial,S_pneumoniae,0,0,J13,233604007,Multilobar,2.613,269.0,6.7,Negative,Negative,2.7,40.2,111,17,97,53,67.7,83,13,181.6,79.9,24.3,1,0,1,0,11.0,304,93.2,21.7,4.3,141.4,25.1,9.0,1.61,173,3.2,2.2,302,201,51.5,0.809,1,0,0,0,7.37,65,25.1,16.6,95.2,4.7,0.34,0,0,3,1,1,0,0,1,111,IV,5,6,1,1,1,1,1,1,13,7,190,Moderate,0,0,0,Severe,Nasal_Cannula,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,0,0,0,0,CAP_Inpatient_Non_ICU,Ceftriaxone,1000,q24h,IV,10,1,Azithromycin,1,0,1,0,None,0.0,0,0,0,0,0,1.018,0,0,0,0,0,0,0,0,Never,0,3,Prior_Year,Both,1,0,0.0,5.9,0,,0,0,0,0,1,0,0,SNF_or_Rehab,0,0,2.5,31758
246,75.9,Elderly,Female,Black,Private,Urban,0,0,HAP,Bacterial,Enterobacter_spp,0,0,J18.9,64667001,Multilobar,5.783,180.4,21.8,Negative,Negative,2.4,38.4,78,28,116,49,71.3,93,11,164.6,72.2,26.6,1,0,0,1,12.4,172,84.2,18.2,4.6,140.4,16.4,5.8,2.02,198,2.7,2.8,1340,214,19.2,0.232,1,0,0,1,7.34,76,44.0,20.6,88.8,2.5,0.55,0,1,2,1,0,0,0,1,111,IV,4,6,2,0,1,1,0,2,17,2,139,Moderate,0,0,0,Moderate,Simple_Mask,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,0,0,0,0,HAP_Non_VAP,Piperacillin_Tazobactam,4500,q6h,IV,9,0,None,1,0,0,0,None,0.0,0,0,0,0,0,1.888,1,0,0,1,0,0,0,0,Former,1,7,Current,Both,0,0,0.0,2.3,0,,0,0,1,1,0,0,0,Home_with_Services,0,0,2.4,11158
247,56.4,Adult,Male,Hispanic,Private,Suburban,0,0,CAP,Viral,Influenza_B,0,0,J18.9,233604007,Lobar_Consolidation,0.115,44.1,11.9,Negative,Negative,0.4,37.9,106,15,116,75,88.7,95,15,168.3,59.5,21.0,0,0,0,0,9.8,192,65.7,17.5,3.7,141.3,23.0,8.2,1.17,160,3.6,0.7,911,317,5.4,0.017,0,0,0,0,7.36,40,47.2,27.1,97.6,2.0,0.49,0,0,1,0,1,0,0,0,51,I,0,6,2,2,0,0,2,0,26,5,50,Severe,0,0,1,Critical,IMV,1,6.0,10.3,5.4,13.1,17.3,23.3,0,0,0,0,1,0,0,CAP_ICU,Ceftriaxone,2000,q24h,IV,10,1,Azithromycin,0,1,1,0,None,0.0,1,0,0,0,1,0.01,0,0,0,0,1,0,0,1,Former,0,1,Current,PPSV23_only,1,0,0.0,1.2,1,4.1,1,1,0,0,1,0,0,Died,0,0,8.6,24600
248,73.4,Elderly,Male,Black,Medicaid,Rural,0,0,CAP,Bacterial,S_pneumoniae,0,0,J13,233604007,Patchy_Infiltrate,1.53,161.9,12.6,Negative,Pneumococcal_pos,6.9,38.4,113,24,115,73,87.0,89,12,157.5,80.1,32.3,1,0,1,1,16.1,147,71.8,25.0,2.9,135.6,32.5,11.6,2.12,169,3.9,5.0,440,279,31.3,0.136,1,0,0,0,7.34,122,40.6,17.4,92.3,4.2,0.58,0,1,3,1,1,0,0,1,81,III,5,9,2,1,2,2,0,2,21,5,210,Mild,1,0,0,Severe,IMV_ECMO,1,30.3,7.5,6.9,7.5,19.8,18.3,0,1,0,0,1,0,0,CAP_Inpatient_Non_ICU,Ceftriaxone,1000,q24h,IV,7,1,Azithromycin,0,0,0,0,None,0.0,0,0,0,0,1,0.18,0,0,1,0,1,0,0,0,Former,0,5,Never,Neither,0,0,0.0,3.2,0,,0,0,0,0,1,0,0,SNF_or_Rehab,0,0,3.0,19972
249,73.5,Elderly,Female,Asian,Uninsured,Urban,0,0,HAP,Bacterial,K_pneumoniae_MDR,0,0,J18.9,64667001,Lobar_Consolidation,5.202,33.6,13.4,Negative,Negative,2.0,38.4,105,27,83,82,82.3,86,11,175.0,68.0,22.2,1,1,1,1,11.6,292,88.5,20.2,4.4,141.0,17.7,6.3,2.39,210,3.2,2.6,154,4119,52.1,0.345,1,0,0,1,7.36,191,34.9,21.8,82.0,0.5,0.8,0,0,3,1,0,0,1,1,113,IV,8,8,1,0,1,2,2,2,12,6,238,Mild,0,0,0,Severe,Nasal_Cannula,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,0,0,0,0,HAP_Non_VAP,Piperacillin_Tazobactam,4500,q6h,IV,11,1,Azithromycin,0,0,0,0,None,0.0,0,0,1,0,0,0.797,1,0,0,0,1,0,0,0,Former,0,3,Never,PPSV23_only,1,0,0.0,5.3,0,,0,0,0,0,0,0,0,SNF_or_Rehab,0,0,7.1,14719
250,56.8,Adult,Female,Black,Medicare,Rural,0,0,CAP,Bacterial,K_pneumoniae,0,0,J15.0,233604007,Patchy_Infiltrate,4.654,95.2,11.8,Negative,Pneumococcal_pos,6.2,40.1,106,20,129,65,86.3,92,13,188.6,77.0,21.6,1,0,0,0,14.2,256,65.6,14.1,4.6,137.0,30.8,11.0,1.54,224,3.9,1.1,100,17078,24.0,0.958,1,0,0,1,7.49,40,46.8,19.7,88.5,3.7,0.48,0,0,2,1,1,0,0,0,93,IV,3,7,3,0,2,0,1,1,22,4,50,Severe,0,0,0,Moderate,Simple_Mask,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,0,0,0,0,CAP_Inpatient_Non_ICU,Ceftriaxone,1000,q24h,IV,4,1,Azithromycin,1,0,0,0,None,0.0,0,0,0,0,1,1.35,1,0,0,0,1,0,0,0,Former,0,1,Current,PCV13_only,0,0,0.0,1.0,0,,0,0,0,0,1,0,1,Home_with_Services,0,0,1.6,6812
251,48.2,Adult,Female,Hispanic,Medicaid,Suburban,0,0,CAP,Bacterial,S_pneumoniae,0,0,J13,233604007,Lobar_Consolidation,1.405,224.5,7.6,Contaminated,Negative,5.6,38.5,91,18,120,75,90.0,97,13,158.2,123.1,49.1,1,0,0,0,11.1,77,65.6,29.9,2.2,140.1,38.1,13.6,1.54,78,3.4,1.0,935,124,750.0,0.01,1,1,0,0,7.34,50,45.2,26.7,100.0,0.5,0.34,1,0,2,1,1,0,0,0,5,I,1,8,3,1,0,2,1,1,17,3,148,Moderate,0,0,0,Moderate,Simple_Mask,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,0,0,0,0,CAP_Inpatient_Non_ICU,Ceftriaxone,1000,q24h,IV,8,1,Azithromycin,0,0,0,0,None,0.0,0,0,0,0,1,0.4,0,0,0,0,0,1,0,0,Former,0,1,Current,PPSV23_only,0,0,0.0,10.7,0,,0,0,0,0,1,0,0,Home_with_Services,0,1,3.0,8022
252,47.2,Adult,Female,Black,Medicaid,Suburban,0,0,CAP,Viral,SARS_CoV2,0,0,J12.82,233604007,Multilobar,0.09,174.3,14.9,Negative,Negative,2.1,38.7,90,13,116,73,87.3,85,14,187.0,83.8,24.0,1,0,1,0,13.1,67,79.8,9.3,8.6,141.0,17.3,6.2,2.38,149,2.8,1.5,100,521,191.7,0.193,1,1,0,0,7.44,78,33.1,24.5,92.5,1.5,0.5,0,0,1,1,0,0,0,0,13,I,3,8,2,2,0,2,1,1,26,4,157,Moderate,0,0,1,Critical,NIV,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,1,0,0,0,0,CAP_ICU,Ceftriaxone,2000,q24h,IV,11,0,None,0,0,0,1,COVID_O2_Requiring,11.1,1,0,1,0,1,0.01,0,0,0,0,0,0,0,0,Never,0,1,Current,PPSV23_only,1,0,0.0,5.1,0,,0,0,0,0,0,0,0,LTAC_or_SNF,1,0,2.9,8784
253,66.3,Elderly,Female,Asian,Medicare,Suburban,0,0,CAP,Unknown,Unknown,0,0,J18.9,233604007,Patchy_Infiltrate,0.508,110.0,10.9,Positive,Negative,3.2,39.5,96,24,149,70,96.3,85,12,172.0,91.7,31.0,1,0,1,1,12.2,147,80.8,7.3,11.0,144.3,15.8,5.7,1.87,147,3.0,0.5,551,1526,1.0,0.039,1,0,0,0,7.47,57,45.2,25.8,100.0,4.2,0.26,0,0,2,1,0,0,0,1,80,III,3,5,0,0,0,1,2,2,15,4,224,Mild,0,0,0,Moderate,Nasal_Cannula,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,0,0,0,0,CAP_Inpatient_Non_ICU,Ceftriaxone,1000,q24h,IV,8,1,Azithromycin,0,0,1,0,None,0.0,0,0,1,0,0,0.105,0,0,0,0,0,1,0,1,Never,0,3,Never,PCV13_only,0,0,0.0,5.9,0,,0,0,0,0,0,0,0,Home_with_Services,1,0,3.0,5174
254,69.9,Elderly,Female,Asian,Medicaid,Suburban,0,0,CAP,Viral,SARS_CoV2,0,0,J12.82,233604007,Lobar_Consolidation,0.016,85.4,17.2,Contaminated,Negative,0.2,37.2,91,22,108,71,83.3,89,13,168.2,69.8,24.7,0,0,1,1,13.8,223,83.1,13.9,6.0,137.4,14.9,5.3,2.27,131,2.8,1.1,859,209,10.5,0.209,1,0,0,0,7.37,71,31.2,26.7,99.3,4.0,0.33,0,0,2,1,0,0,0,1,93,IV,3,6,0,0,0,2,3,1,18,3,218,Mild,0,0,0,Moderate,HFNC,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,1,0,0,0,CAP_Inpatient_Non_ICU,Ceftriaxone,1000,q24h,IV,7,0,None,0,0,1,0,None,0.0,1,0,0,0,0,0.01,0,0,0,0,0,0,0,0,Never,0,4,Prior_Year,PPSV23_only,0,0,0.0,1.0,0,,0,0,0,0,0,0,0,Home_with_Services,1,0,1.6,39055
255,53.1,Adult,Male,White,Medicare,Suburban,0,1,CAP,Viral,Influenza_A,0,0,J09.X1,233604007,Lobar_Consolidation,0.365,94.4,16.4,Negative,Negative,0.2,38.8,139,19,121,62,81.7,92,14,172.4,62.7,21.1,1,0,0,0,11.7,204,74.9,11.8,6.4,136.1,5.0,1.8,1.08,188,3.4,2.0,188,71,7.2,0.233,0,0,0,1,7.42,40,35.5,22.2,93.1,2.6,0.28,0,0,1,1,0,0,0,0,75,III,3,3,2,0,0,0,0,1,19,0,119,Moderate,0,0,0,Mild,Room_Air,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,0,0,0,0,CAP_Mild_Outpatient,Amoxicillin,1000,q8h,PO,15,0,None,0,0,0,1,Refractory_Shock,7.6,1,0,0,0,1,0.106,0,1,1,0,0,0,0,0,Current,0,2,Current,Both,1,0,0.0,2.4,0,,0,0,0,0,1,0,0,Home,0,0,2.7,19149
256,65.4,Elderly,Female,Hispanic,Private,Urban,0,0,CAP,Viral,Influenza_B,0,0,J18.9,233604007,Patchy_Infiltrate,0.644,10.0,22.7,Negative,Pneumococcal_pos,0.8,38.0,120,19,112,73,86.0,88,15,172.3,79.5,26.8,0,0,1,0,14.8,230,89.7,12.7,7.1,142.0,51.9,18.5,0.99,166,3.8,3.1,375,5311,151.1,0.116,0,0,0,0,7.42,40,24.7,26.4,91.0,3.5,0.49,0,0,2,0,1,0,0,1,59,II,2,6,3,2,0,0,1,0,22,6,50,Severe,1,0,0,Moderate,Simple_Mask,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,0,0,0,0,CAP_Inpatient_Non_ICU,Ceftriaxone,1000,q24h,IV,12,0,None,0,0,0,0,None,0.0,1,0,0,0,0,0.091,0,0,1,0,0,0,0,0,Never,0,4,Current,Both,0,0,0.0,3.8,0,,0,0,0,0,0,0,0,Home_with_Services,1,0,3.7,14688
257,73.6,Elderly,Male,White,Private,Urban,1,0,CAP,Bacterial,S_pneumoniae,0,0,J13,233604007,Patchy_Infiltrate,0.479,246.9,14.4,Negative,Negative,3.5,39.0,92,27,108,69,82.0,91,12,188.4,135.1,38.0,1,0,1,1,8.3,168,73.3,17.9,4.1,141.4,27.0,9.6,2.16,242,3.1,5.0,2178,1436,25.9,0.47,1,0,0,1,7.39,40,34.9,19.2,96.7,4.6,0.56,0,0,3,1,1,0,0,1,95,IV,6,6,3,0,1,0,0,2,13,6,52,Severe,0,0,0,Severe,HFNC,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,1,0,0,0,CAP_Inpatient_Non_ICU,Ceftriaxone,1000,q24h,IV,8,0,None,1,0,0,0,None,0.0,0,0,0,0,1,0.064,0,0,1,1,0,0,0,0,Never,0,4,Current,Neither,0,0,0.0,1.4,0,,0,0,0,0,1,0,0,SNF_or_Rehab,0,1,1.0,5000
258,0.0,Pediatric,Male,Asian,Medicare,Urban,0,0,CAP,Viral,Influenza_B,0,0,J18.9,233604007,Multilobar,0.145,2.0,10.7,Negative,Negative,2.3,38.5,142,27,149,64,92.3,94,12,173.7,73.7,24.4,1,0,0,1,13.5,289,87.1,14.3,6.1,134.5,18.4,6.6,1.76,201,3.0,3.0,186,666,50.2,0.647,1,0,1,1,7.38,171,33.4,24.8,100.0,4.7,0.65,0,0,1,1,0,0,0,0,11,I,2,8,2,2,0,2,0,2,17,5,262,Mild,0,0,0,Mild,HFNC,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,1,0,0,0,CAP_Mild_Outpatient,Amoxicillin,1000,q8h,PO,5,0,None,0,0,0,0,None,0.0,1,0,0,0,0,0.038,0,1,0,0,0,0,0,0,Former,0,1,Never,PCV13_only,1,0,0.0,13.6,0,,0,0,0,0,0,0,0,Home,0,1,2.4,11684
259,0.0,Pediatric,Male,Black,Medicare,Urban,0,0,HAP,Bacterial,P_aeruginosa,1,0,J15.1,64667001,Lobar_Consolidation,0.515,225.0,8.4,Negative,Negative,6.6,38.8,103,28,104,74,84.0,89,12,174.0,88.0,29.1,1,0,1,1,11.4,229,84.6,12.4,6.8,131.2,20.3,7.3,3.12,222,2.6,2.7,249,4954,1.5,0.204,1,0,1,1,7.31,142,30.8,13.3,88.2,5.8,0.59,0,1,2,1,1,0,0,0,17,I,4,6,1,0,1,1,1,2,11,5,242,Mild,0,0,0,Moderate,Simple_Mask,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,0,0,0,0,HAP_Non_VAP,Piperacillin_Tazobactam,4500,q6h,IV,3,1,Azithromycin,0,0,1,1,COVID_O2_Requiring,7.5,0,0,0,1,1,0.041,0,0,0,1,0,1,0,1,Former,0,3,Current,Neither,1,0,0.0,8.4,0,,0,0,0,0,0,0,0,Home_with_Services,0,0,5.2,12368
260,84.2,Elderly,Male,Hispanic,Medicare,Suburban,1,1,CAP,Fungal,P_jirovecii,0,0,J18.9,233604007,Patchy_Infiltrate,0.132,141.1,25.0,Negative,Pneumococcal_pos,2.2,39.0,101,31,103,84,90.3,94,10,163.4,61.8,23.1,1,0,0,1,10.0,209,85.6,16.3,5.3,142.3,20.5,7.3,0.95,102,3.5,0.5,278,1056,1.6,0.025,0,0,0,0,7.44,110,35.4,20.0,99.7,2.2,0.32,0,0,4,1,1,1,0,1,114,IV,4,6,1,0,2,0,1,2,31,9,342,None,0,0,1,Critical,NIV,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,1,0,0,0,0,CAP_ICU,Ceftriaxone,2000,q24h,IV,10,1,Azithromycin,0,1,0,1,COVID_O2_Requiring,6.0,0,1,0,1,0,0.038,1,0,0,0,1,0,0,0,Current,0,3,Current,PPSV23_only,0,1,5.0,5.6,0,,0,0,0,0,1,0,0,LTAC_or_SNF,0,1,2.1,63248
261,7.6,Pediatric,Female,White,Medicare,Urban,0,0,HCAP,Unknown,Unknown,0,0,J18.9,422400008,Patchy_Infiltrate,0.136,95.7,18.1,Negative,Pneumococcal_pos,1.1,39.2,122,28,142,77,98.7,91,11,177.2,25.0,8.0,1,0,1,1,15.5,271,92.7,2.0,40.0,130.0,20.7,7.4,1.87,126,2.5,3.1,2342,392,606.3,0.938,1,0,1,0,7.35,164,31.6,31.5,95.8,1.5,0.7,0,0,2,1,1,0,0,0,19,I,4,5,1,0,0,2,0,2,13,4,234,Mild,0,0,0,Moderate,HFNC,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,1,0,0,0,CAP_Inpatient_Non_ICU,Ceftriaxone,1000,q24h,IV,12,1,Azithromycin,0,0,0,1,COVID_O2_Requiring,6.0,0,0,0,0,0,0.028,0,0,0,0,0,0,0,0,Former,0,2,Prior_Year,PCV13_only,0,0,0.0,6.4,0,,0,0,0,0,0,0,0,Home_with_Services,0,0,4.3,14170
262,90.3,Elderly,Male,White,Private,Urban,0,0,VAP,Bacterial,P_aeruginosa,0,0,J15.1,429271009,Lobar_Consolidation,33.385,273.5,12.8,Negative,Negative,3.3,39.3,79,29,94,52,66.0,87,10,157.5,62.6,25.3,1,0,1,1,14.6,52,78.7,2.4,32.8,128.4,53.5,19.1,2.83,144,2.3,3.6,6218,150,77.8,0.816,1,1,1,0,7.34,74,33.0,23.2,93.0,3.4,0.29,0,0,3,1,1,0,0,1,104,IV,6,9,1,1,1,3,1,2,29,4,255,Mild,1,0,1,Critical,IMV,1,5.3,13.5,6.2,7.0,18.5,26.8,0,0,0,0,1,1,1,VAP_Protocol,Meropenem,2000,q8h,IV,9,1,Azithromycin,1,0,1,1,COVID_O2_Requiring,6.0,0,0,0,0,0,7.936,0,0,0,0,0,0,0,0,Never,0,5,Current,Neither,0,1,5.8,6.4,0,,0,0,0,0,0,0,0,LTAC_or_SNF,0,1,2.0,28444
263,57.0,Adult,Male,Black,Medicare,Urban,0,1,CAP,Unknown,Unknown,0,0,J18.9,233604007,Patchy_Infiltrate,0.107,17.9,22.3,Positive,Pneumococcal_pos,0.9,39.1,95,26,85,73,77.0,87,12,169.2,132.4,46.2,1,1,1,1,7.9,200,72.8,14.0,5.2,136.5,9.3,3.3,1.48,201,3.8,1.8,306,151,3.0,0.227,0,0,0,1,7.41,40,44.3,25.6,94.4,2.1,0.43,0,0,2,1,0,0,1,0,103,IV,6,6,3,0,0,0,1,2,16,6,50,Severe,1,1,1,Critical,Nasal_Cannula,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,0,0,0,0,CAP_ICU,Ceftriaxone,2000,q24h,IV,3,0,None,0,0,0,1,ARDS,9.1,0,0,0,0,0,0.035,0,0,0,0,0,0,0,0,Never,0,2,Prior_Year,Both,1,1,4.7,9.6,0,,0,0,0,0,0,0,0,LTAC_or_SNF,0,1,3.4,67506
264,4.3,Pediatric,Male,White,Medicare,Urban,0,0,HCAP,Bacterial,S_pneumoniae,0,0,J13,422400008,Lobar_Consolidation,6.411,104.3,21.3,Positive,Negative,2.1,38.2,93,24,97,59,71.7,86,10,199.7,93.1,23.3,0,0,1,1,12.1,205,63.5,10.0,6.4,136.9,9.0,3.2,1.66,116,3.1,2.8,189,2335,30.3,0.065,1,0,0,0,7.44,107,29.2,19.2,89.7,2.3,0.51,0,0,1,1,0,0,0,0,20,I,3,5,1,1,1,0,0,2,12,3,210,Mild,1,0,0,Mild,Room_Air,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,0,0,0,0,CAP_Mild_Outpatient,Amoxicillin,1000,q8h,PO,8,1,Azithromycin,0,0,0,1,Refractory_Shock,6.0,0,0,1,0,1,0.727,1,0,0,0,0,0,0,1,Current,0,2,Current,Both,0,0,0.0,3.2,0,,0,0,0,0,0,0,0,Home,0,1,1.0,9436
265,66.0,Elderly,Female,White,Medicaid,Suburban,0,1,HAP,Bacterial,S_maltophilia,0,0,J18.9,64667001,Lobar_Consolidation,1.368,232.7,8.9,Negative,Negative,6.1,39.9,114,28,81,68,72.3,83,13,140.5,116.1,58.9,1,1,1,1,12.6,220,62.0,11.4,5.4,131.1,39.7,14.2,2.49,129,2.8,4.1,2495,1491,9.5,0.762,1,0,1,0,7.47,126,39.0,17.0,85.5,1.8,0.58,0,0,4,1,1,0,1,1,104,IV,6,6,1,1,0,3,0,1,19,7,215,Mild,0,0,0,Critical,HFNC,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,1,0,0,0,HAP_Non_VAP,Piperacillin_Tazobactam,4500,q6h,IV,7,0,None,0,0,1,1,COVID_O2_Requiring,6.0,0,0,1,0,1,0.169,0,0,1,0,1,0,0,0,Current,0,5,Never,PCV13_only,1,1,2.7,4.9,0,,0,0,0,0,0,0,0,LTAC_or_SNF,0,1,5.1,51169
266,9.4,Pediatric,Male,Asian,Medicaid,Suburban,0,0,CAP,Atypical,M_pneumoniae,0,0,J15.7,233604007,Patchy_Infiltrate,1.454,85.3,11.1,Negative,Negative,8.0,38.9,113,32,76,58,64.0,89,13,170.6,72.4,24.9,1,1,1,1,12.4,69,79.3,22.6,3.5,137.0,28.2,10.1,2.49,114,3.0,3.1,100,327,18.3,2.039,1,1,0,0,7.33,45,36.2,21.0,86.2,3.4,0.58,0,1,4,1,1,1,1,0,74,III,6,7,4,0,0,1,1,1,19,9,77,Severe,0,0,0,Critical,HFNC,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,1,0,0,0,CAP_ICU,Ceftriaxone,2000,q24h,IV,8,1,Azithromycin,0,0,1,1,COVID_O2_Requiring,6.0,0,0,0,0,1,0.531,0,0,1,0,1,0,0,0,Current,0,2,Prior_Year,PPSV23_only,0,0,0.0,2.2,0,,0,0,0,0,0,0,0,LTAC_or_SNF,0,1,2.4,17848
267,37.9,Adult,Female,Black,Private,Urban,1,0,HAP,Bacterial,A_baumannii,0,1,J18.9,64667001,Multilobar,3.911,220.1,14.5,Negative,Negative,0.1,38.7,106,21,100,83,88.7,90,12,171.0,28.1,9.6,1,0,1,0,14.5,167,80.3,13.3,6.1,136.9,28.0,10.0,2.84,272,3.4,2.7,775,6581,3.7,0.167,1,0,0,1,7.37,54,36.8,21.6,98.5,0.6,0.56,0,0,2,1,1,0,0,0,23,I,3,10,3,1,1,1,2,2,30,5,97,Severe,0,0,1,Critical,Simple_Mask,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,0,0,0,0,HAP_Non_VAP,Piperacillin_Tazobactam,4500,q6h,IV,14,0,None,0,0,1,1,COVID_O2_Requiring,12.2,0,0,0,0,0,1.21,0,1,1,0,0,0,0,0,Current,0,2,Current,Both,1,0,0.0,1.1,1,8.8,1,1,1,0,1,0,0,Died,0,0,6.5,15006
268,2.9,Pediatric,Female,White,Uninsured,Urban,0,0,CAP,Bacterial,H_influenzae,0,0,J14,233604007,Lobar_Consolidation,19.569,187.1,8.2,Negative,Pneumococcal_pos,3.6,37.9,95,21,115,82,93.0,87,13,165.5,55.6,20.3,0,0,1,0,14.8,239,68.0,9.0,7.6,135.5,29.4,10.5,1.28,140,3.5,0.5,287,227,3.3,0.114,0,0,0,0,7.32,138,37.0,31.1,94.8,1.8,0.46,0,0,2,1,1,0,0,0,17,I,3,3,0,0,0,1,1,1,17,5,301,None,0,0,0,Moderate,Simple_Mask,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,0,0,0,0,CAP_Inpatient_Non_ICU,Ceftriaxone,1000,q24h,IV,10,1,Azithromycin,0,0,1,0,None,0.0,0,0,0,0,0,2.778,0,0,0,0,0,0,0,0,Never,0,3,Never,Both,0,0,0.0,3.5,0,,0,0,1,0,0,0,0,Home_with_Services,0,0,3.2,22022
269,1.3,Pediatric,Male,White,Private,Urban,0,0,HAP,Bacterial,S_aureus_MRSA,1,0,J15.212,64667001,Lobar_Consolidation,9.204,255.0,14.4,Negative,Negative,6.5,38.9,125,31,129,83,98.3,90,12,165.8,88.7,32.3,1,0,1,1,12.1,222,72.4,9.4,7.7,144.2,31.3,11.2,1.55,180,2.7,1.8,2494,1916,15.2,0.049,1,0,0,1,7.46,54,30.6,26.2,86.8,3.0,0.45,0,0,3,1,1,1,0,0,35,I,4,7,3,1,0,0,1,2,18,4,119,Moderate,0,0,0,Severe,HFNC,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,1,0,0,0,HAP_Non_VAP,Piperacillin_Tazobactam,4500,q6h,IV,10,1,Azithromycin,0,0,0,0,None,0.0,0,0,0,0,1,2.782,0,0,0,0,0,0,0,0,Never,0,1,Never,Neither,0,0,0.0,2.0,1,1.0,1,1,1,0,0,0,0,Died,0,0,2.6,10917
270,4.0,Pediatric,Female,Other,Medicaid,Urban,0,1,CAP,Bacterial,S_aureus_MSSA,0,0,J15.21,233604007,Patchy_Infiltrate,1.9,175.8,16.9,Negative,Negative,0.3,40.3,102,22,129,86,100.3,89,15,169.0,85.2,29.8,1,0,1,1,16.9,296,93.9,27.5,3.4,139.3,21.4,7.6,1.96,98,3.1,2.8,1522,382,52.0,0.04,1,0,0,0,7.41,55,40.1,24.1,99.1,1.7,0.21,0,0,1,0,1,0,0,0,1,I,2,3,0,2,1,0,0,0,7,4,262,Mild,0,0,0,Mild,Room_Air,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,0,0,0,0,CAP_Mild_Outpatient,Amoxicillin,1000,q8h,PO,8,0,None,1,0,0,0,None,0.0,0,0,0,0,1,0.399,1,0,0,0,0,0,0,0,Former,0,2,Current,Neither,0,0,0.0,4.9,0,,0,0,0,0,0,0,0,Home,0,0,2.2,12966
271,3.1,Pediatric,Male,Black,Medicare,Suburban,0,1,CAP,Viral,SARS_CoV2,0,0,J12.82,233604007,Multilobar,0.041,9.7,7.4,Negative,Pneumococcal_pos,2.0,38.8,103,22,122,67,85.3,87,13,165.2,79.8,29.2,1,0,1,1,13.7,252,88.8,24.6,3.6,141.2,9.6,3.4,1.11,191,3.1,1.6,133,6555,36.7,0.038,0,0,0,1,7.37,90,39.0,23.0,91.0,3.5,0.46,0,0,1,1,0,0,0,0,19,I,3,3,1,0,0,1,0,1,8,3,196,Moderate,0,0,0,Mild,Room_Air,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,0,0,0,0,CAP_Mild_Outpatient,Amoxicillin,1000,q8h,PO,9,1,Azithromycin,0,0,0,1,CAP_Severe,11.5,1,0,1,0,0,0.011,0,0,0,0,0,0,0,0,Former,0,1,Prior_Year,Neither,0,0,0.0,1.7,0,,0,0,0,0,0,0,0,Home,0,0,2.4,22173
272,1.0,Pediatric,Male,Hispanic,Medicaid,Suburban,1,1,CAP,Bacterial,S_pneumoniae,0,0,J13,233604007,Patchy_Infiltrate,0.303,215.6,15.9,Negative,Negative,0.6,37.9,106,15,95,65,75.0,88,13,170.4,68.3,23.5,0,0,1,0,11.1,193,67.6,18.8,3.6,130.8,7.0,2.5,2.6,83,3.4,0.5,525,1153,51.4,0.168,1,0,1,0,7.39,64,31.0,25.6,90.0,3.4,0.35,0,0,1,1,0,0,0,0,22,I,3,4,1,1,0,0,1,1,5,5,180,Moderate,0,0,0,Mild,Nasal_Cannula,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,0,0,0,0,CAP_Mild_Outpatient,Amoxicillin,1000,q8h,PO,6,0,None,0,0,0,1,ARDS,12.5,0,0,1,0,1,0.099,0,0,1,0,0,0,0,0,Never,0,1,Prior_Year,Both,0,0,0.0,13.7,0,,0,0,0,0,1,0,0,Home,0,1,2.3,5228
273,10.1,Pediatric,Female,White,Uninsured,Urban,0,0,HCAP,Bacterial,S_pneumoniae,0,0,J13,422400008,Lobar_Consolidation,1.816,133.6,20.4,Negative,Negative,1.9,39.8,137,13,126,91,102.7,86,11,162.6,100.7,38.1,1,0,1,0,10.6,241,76.1,5.4,14.0,130.6,19.5,7.0,2.47,117,3.2,4.2,233,422,21.6,0.103,1,0,1,0,7.39,116,27.4,17.1,100.0,5.8,0.41,0,0,2,1,1,0,0,0,5,I,3,6,1,1,1,1,0,2,18,6,285,Mild,0,0,0,Moderate,NIV,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,1,0,0,0,0,CAP_Inpatient_Non_ICU,Ceftriaxone,1000,q24h,IV,10,1,Azithromycin,0,0,1,0,None,0.0,0,0,0,0,0,0.119,0,1,0,0,0,0,0,0,Former,0,1,Current,Neither,1,0,0.0,1.1,0,,0,0,0,0,0,0,0,Home_with_Services,0,0,1.9,32167
274,54.1,Adult,Female,White,Medicaid,Urban,0,0,CAP,Bacterial,S_pneumoniae,0,0,J13,233604007,Patchy_Infiltrate,1.668,130.6,16.4,Contaminated,Pneumococcal_pos,9.2,38.5,106,34,136,68,90.7,93,13,190.2,69.0,19.1,1,0,0,1,14.3,183,84.3,17.1,4.9,138.4,14.0,5.0,2.44,125,3.2,0.9,301,284,67.4,0.224,1,0,0,0,7.34,87,36.3,14.9,87.3,1.5,0.61,0,1,2,1,0,1,0,0,83,III,2,5,2,0,0,1,1,1,17,6,142,Moderate,0,0,0,Moderate,Nasal_Cannula,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,0,0,0,0,CAP_Inpatient_Non_ICU,Ceftriaxone,1000,q24h,IV,7,0,None,0,0,0,0,None,0.0,0,0,0,0,1,0.44,0,0,1,0,0,0,0,0,Current,0,2,Current,Neither,0,0,0.0,5.1,0,,0,0,1,1,0,0,0,Home_with_Services,0,0,2.1,20612
275,55.6,Adult,Male,White,Private,Rural,0,0,CAP,Bacterial,S_pneumoniae,0,0,J13,233604007,Patchy_Infiltrate,4.923,213.2,14.1,Contaminated,Negative,0.9,39.2,94,26,118,54,75.3,90,14,165.2,86.8,31.8,1,0,1,1,10.2,206,74.1,17.3,4.3,143.9,30.7,11.0,2.09,164,3.2,2.5,935,375,5.7,0.051,1,0,0,0,7.46,121,40.1,25.5,93.3,2.8,0.67,0,0,2,1,1,0,0,0,71,III,4,7,2,1,2,0,1,1,15,4,180,Moderate,0,0,0,Moderate,IMV,1,33.7,5.5,7.4,6.7,20.6,24.9,0,0,0,0,0,0,0,CAP_Inpatient_Non_ICU,Ceftriaxone,1000,q24h,IV,6,0,None,0,0,0,0,None,0.0,0,0,0,0,0,0.829,0,0,0,0,0,0,0,0,Never,0,1,Current,Both,0,0,0.0,2.7,0,,0,0,1,0,0,0,0,Home_with_Services,0,1,11.6,8830
276,76.6,Elderly,Female,Black,Private,Suburban,0,0,CAP,Atypical,M_pneumoniae,0,0,J15.7,233604007,Patchy_Infiltrate,0.037,59.9,11.1,Negative,Pneumococcal_pos,2.0,38.4,69,21,119,82,94.3,94,15,174.3,84.3,27.8,1,0,0,0,11.0,253,72.2,15.3,4.7,132.6,5.4,1.9,0.65,122,3.2,3.1,287,126,6.6,0.118,0,0,1,0,7.42,93,41.8,22.9,90.3,2.6,0.61,0,0,1,0,0,0,0,1,68,II,2,6,2,1,1,2,0,0,13,4,151,Moderate,0,0,0,Mild,Nasal_Cannula,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,0,0,0,0,CAP_Mild_Outpatient,Amoxicillin,1000,q8h,PO,10,0,None,0,0,0,0,None,0.0,0,0,0,0,1,0.01,0,0,0,0,1,1,0,0,Never,0,2,Current,Both,1,0,0.0,9.3,0,,0,0,1,1,1,0,0,Home,0,0,3.2,22717
277,64.4,Adult,Male,White,Medicare,Urban,0,0,CAP,Bacterial,S_pneumoniae,0,0,J13,233604007,Lobar_Consolidation,3.782,151.5,17.7,Negative,Negative,5.4,39.8,72,23,94,75,81.3,91,15,160.6,71.9,27.9,1,0,1,1,11.8,208,75.5,13.5,5.6,138.0,17.3,6.2,0.74,206,3.0,1.6,382,37,19.7,0.032,0,0,0,1,7.45,146,44.4,18.2,91.7,1.9,0.51,0,0,0,0,0,0,0,0,65,II,2,3,1,0,0,1,1,0,13,3,284,Mild,1,1,1,Critical,NIV,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,1,0,0,0,0,CAP_ICU,Ceftriaxone,2000,q24h,IV,3,1,Azithromycin,0,0,1,0,None,0.0,0,0,0,0,0,0.671,0,0,0,1,0,0,0,0,Never,0,1,Never,Both,1,0,0.0,2.9,0,,0,0,0,0,0,0,0,LTAC_or_SNF,0,0,1.0,5823
278,91.1,Elderly,Female,White,Private,Urban,0,0,HAP,Unknown,Unknown,0,0,J18.9,64667001,Lobar_Consolidation,0.057,83.2,9.1,Negative,Negative,1.4,38.6,98,21,127,87,100.3,88,13,178.3,60.6,19.1,1,0,1,0,12.2,214,92.0,11.9,7.7,131.1,27.7,9.9,2.13,180,3.7,0.5,1682,698,19.0,0.224,1,0,1,0,7.33,40,37.1,13.7,85.5,0.9,0.53,0,1,3,1,1,0,0,1,113,IV,5,6,2,0,1,1,1,1,16,7,50,Severe,0,0,0,Severe,Simple_Mask,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,0,0,0,0,HAP_Non_VAP,Piperacillin_Tazobactam,4500,q6h,IV,6,0,None,0,1,1,0,None,0.0,0,0,0,0,0,0.022,1,0,0,0,0,0,0,0,Never,0,5,Never,Neither,0,0,0.0,2.9,0,,0,0,0,0,1,0,0,SNF_or_Rehab,0,0,1.0,29277
279,57.8,Adult,Female,Black,Medicaid,Urban,0,0,HAP,Bacterial,S_aureus_MRSA,1,0,J15.212,64667001,Lobar_Consolidation,4.604,291.6,16.6,Negative,Negative,0.8,40.5,107,25,137,70,92.3,96,12,176.1,70.6,22.8,1,0,0,1,10.9,249,93.6,9.5,9.9,132.8,31.3,11.2,1.84,136,2.8,3.7,3853,222,37.4,0.03,1,0,1,0,7.32,122,32.7,25.2,90.6,1.3,0.68,0,0,2,1,1,0,0,0,87,III,2,5,2,0,0,1,0,2,16,5,178,Moderate,0,0,0,Moderate,Nasal_Cannula,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,0,0,0,0,HAP_Non_VAP,Piperacillin_Tazobactam,4500,q6h,IV,10,1,Azithromycin,0,0,1,0,None,0.0,0,0,1,0,1,1.192,0,0,0,0,0,0,0,0,Current,0,1,Current,PPSV23_only,0,0,0.0,2.7,0,,0,0,1,0,0,0,0,Home_with_Services,0,0,11.8,5000
280,80.0,Elderly,Female,Other,Uninsured,Rural,1,0,CAP,Bacterial,S_pneumoniae,0,0,J13,233604007,Patchy_Infiltrate,8.569,149.0,15.3,Negative,Negative,3.6,38.2,98,21,112,68,82.7,83,11,172.6,121.2,40.7,0,0,1,0,8.8,234,74.2,6.7,11.0,136.6,35.8,12.8,1.94,202,3.1,4.9,833,212,26.9,0.237,1,0,0,1,7.36,121,34.5,19.7,87.2,3.0,0.59,0,0,3,1,1,0,0,1,104,IV,5,2,0,0,0,0,0,2,10,7,205,Mild,1,0,0,Severe,NIV,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,1,0,0,0,0,CAP_Inpatient_Non_ICU,Ceftriaxone,1000,q24h,IV,12,1,Azithromycin,0,0,0,1,COVID_O2_Requiring,6.0,0,0,0,0,0,2.968,0,0,1,0,1,0,0,0,Former,1,4,Prior_Year,Both,0,0,0.0,5.2,0,,0,0,0,0,0,0,0,SNF_or_Rehab,0,0,3.1,5000
281,5.9,Pediatric,Female,Black,Private,Urban,0,0,CAP,Bacterial,S_pneumoniae,0,0,J13,233604007,Lobar_Consolidation,5.361,147.0,19.7,Negative,Pneumococcal_pos,1.7,38.6,107,16,102,90,94.0,96,10,156.7,104.5,42.5,1,0,0,0,14.3,288,84.3,24.0,3.5,134.9,21.5,7.7,1.85,135,2.3,3.2,435,297,103.6,0.091,1,0,1,0,7.44,125,28.8,24.5,95.8,0.5,0.68,0,0,2,1,1,0,0,0,15,I,1,6,2,2,0,0,0,2,20,4,183,Moderate,0,0,0,Moderate,Nasal_Cannula,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,0,0,0,0,CAP_Inpatient_Non_ICU,Ceftriaxone,1000,q24h,IV,9,0,None,1,0,1,0,None,0.0,0,0,1,0,1,0.75,0,0,0,0,0,0,0,0,Never,0,1,Current,Both,0,0,0.0,2.6,0,,0,0,0,0,1,0,0,Home_with_Services,0,0,1.4,7452
282,76.9,Elderly,Male,Hispanic,Medicare,Urban,0,0,CAP,Unknown,Unknown,0,0,J18.9,233604007,Lobar_Consolidation,0.213,57.4,11.7,Negative,Negative,2.8,40.2,94,14,107,51,69.7,97,11,159.7,102.4,40.2,1,0,0,0,10.9,357,80.5,20.1,4.0,131.2,19.9,7.1,1.71,132,3.1,0.5,122,425,158.3,0.192,1,0,1,0,7.41,58,31.4,21.4,92.0,2.0,0.38,0,0,3,1,1,0,0,1,107,IV,3,7,2,1,0,0,2,2,18,8,151,Moderate,0,0,0,Severe,Simple_Mask,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,0,0,0,0,CAP_Inpatient_Non_ICU,Ceftriaxone,1000,q24h,IV,6,1,Azithromycin,0,1,0,0,None,0.0,0,0,0,0,0,0.038,0,0,0,0,0,0,0,0,Current,0,5,Current,Neither,0,0,0.0,2.3,0,,0,0,0,0,0,0,0,SNF_or_Rehab,0,1,7.1,7937
283,58.3,Adult,Female,Hispanic,Private,Rural,0,0,CAP,Bacterial,S_pneumoniae,0,0,J13,233604007,Patchy_Infiltrate,7.258,177.0,12.3,Negative,Pneumococcal_pos,2.5,39.2,89,17,101,62,75.0,93,12,186.5,62.7,18.0,1,0,0,0,15.7,240,70.8,12.7,5.6,130.9,43.8,15.6,1.28,194,2.6,5.8,3340,422,10.0,0.023,0,0,1,1,7.33,77,34.8,22.1,90.5,1.7,0.59,0,0,2,1,1,0,0,0,70,II,1,5,1,0,0,1,1,2,15,2,131,Moderate,0,0,0,Moderate,Simple_Mask,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,0,0,0,0,CAP_Inpatient_Non_ICU,Ceftriaxone,1000,q24h,IV,8,0,None,1,0,0,1,CAP_Severe,6.0,0,0,0,0,0,2.362,0,0,0,0,0,1,0,0,Never,0,2,Current,PPSV23_only,0,0,0.0,1.0,0,,0,0,0,0,1,0,0,Home_with_Services,0,0,2.1,15984
284,64.3,Adult,Female,Hispanic,Medicare,Suburban,1,1,HAP,Bacterial,K_pneumoniae_MDR,0,0,J18.9,64667001,Interstitial,12.078,226.0,8.8,Positive,Negative,0.4,41.1,117,31,101,58,72.3,88,12,159.6,48.4,19.0,1,0,1,1,12.1,155,78.2,16.1,4.8,128.5,26.1,9.3,2.43,62,2.6,0.8,980,6015,2.1,0.398,1,0,1,0,7.41,90,33.2,19.6,87.8,2.3,0.38,0,0,3,1,1,1,0,0,117,IV,4,4,1,0,0,1,0,2,7,6,240,Mild,1,0,0,Severe,NIV,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,1,0,0,0,0,HAP_Non_VAP,Piperacillin_Tazobactam,4500,q6h,IV,9,1,Azithromycin,1,0,0,0,None,0.0,0,0,0,0,1,1.595,0,0,0,0,0,0,0,0,Former,0,1,Current,Neither,0,0,0.0,1.8,0,,0,0,0,0,1,0,0,SNF_or_Rehab,0,0,3.6,21690
285,63.3,Adult,Female,White,Medicare,Urban,0,1,HAP,Bacterial,K_pneumoniae_MDR,0,0,J18.9,64667001,Lobar_Consolidation,2.3,238.5,18.0,Negative,Pneumococcal_pos,9.9,39.1,136,23,114,40,64.7,94,13,175.0,104.1,34.0,1,0,0,1,13.6,211,69.8,14.8,4.7,137.1,51.0,18.2,2.65,197,4.2,1.8,879,1526,17.9,0.175,1,0,0,1,7.29,159,34.1,20.9,95.0,5.1,0.68,0,1,2,1,1,0,0,0,84,III,1,4,1,1,0,1,0,1,15,4,233,Mild,1,1,1,Critical,Simple_Mask,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,0,0,0,0,HAP_Non_VAP,Piperacillin_Tazobactam,4500,q6h,IV,13,1,Azithromycin,0,0,1,0,None,0.0,0,0,1,0,0,0.92,0,0,0,0,0,1,0,0,Former,0,2,Never,Both,0,1,11.2,11.8,0,,0,0,0,0,0,0,0,LTAC_or_SNF,0,0,4.0,38410
286,52.5,Adult,Male,Hispanic,Medicare,Urban,0,0,CAP,Bacterial,S_pneumoniae,0,0,J13,233604007,Patchy_Infiltrate,4.173,187.6,12.9,Negative,Pneumococcal_pos,2.0,39.3,86,28,113,79,90.3,88,14,157.6,99.9,40.2,1,0,1,1,12.8,221,92.8,28.1,3.3,138.4,26.0,9.3,1.86,131,3.2,3.9,596,10437,7.6,0.234,1,0,0,0,7.33,66,26.6,24.3,94.2,1.2,0.32,0,0,2,1,1,0,0,0,63,II,4,6,1,1,1,2,0,1,19,4,206,Mild,1,1,1,Critical,HFNC,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,1,0,0,0,CAP_ICU,Ceftriaxone,2000,q24h,IV,11,0,None,0,0,0,0,None,0.0,0,0,1,0,1,1.173,0,0,0,1,0,0,0,1,Current,0,1,Current,Neither,0,1,2.0,2.4,1,5.6,1,1,0,0,1,0,0,Died,0,0,1.4,24461
287,2.3,Pediatric,Male,Hispanic,Medicaid,Urban,0,0,CAP,Atypical,M_pneumoniae,0,0,J15.7,233604007,Patchy_Infiltrate,0.098,91.8,10.8,Positive,Pneumococcal_pos,1.1,40.8,111,31,125,62,83.0,87,11,179.1,83.0,25.9,1,0,1,1,14.1,229,95.0,19.1,5.0,138.3,30.2,10.8,2.39,132,3.7,3.5,866,236,110.2,0.02,1,0,0,0,7.38,40,27.8,20.8,88.3,4.2,0.39,0,0,3,1,1,1,0,0,49,I,4,6,4,0,0,0,0,2,18,6,50,Severe,0,0,0,Severe,HFNC,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,1,0,0,0,CAP_Inpatient_Non_ICU,Ceftriaxone,1000,q24h,IV,11,0,None,0,0,1,0,None,0.0,0,0,1,0,1,0.036,0,0,0,0,0,0,0,0,Never,0,2,Never,Both,0,0,0.0,4.1,1,10.3,1,1,0,0,1,0,0,Died,0,0,2.1,17783
288,74.8,Elderly,Male,Hispanic,Medicare,Suburban,0,0,CAP,Bacterial,S_pneumoniae,0,0,J13,233604007,Lobar_Consolidation,1.193,231.2,10.7,Negative,Pneumococcal_pos,2.0,37.6,69,24,117,81,93.0,89,14,160.4,71.8,27.9,0,0,1,1,12.9,300,76.3,20.0,3.8,132.8,26.0,9.3,1.81,234,3.6,2.5,1137,1253,85.5,0.034,1,0,1,1,7.31,40,40.2,21.1,86.9,1.6,0.33,0,1,3,1,1,0,0,1,94,IV,5,6,4,0,0,0,1,1,27,4,50,Severe,0,0,1,Critical,IMV,1,10.3,2.4,7.8,9.3,21.5,27.1,1,0,0,0,1,1,0,CAP_ICU,Ceftriaxone,2000,q24h,IV,8,0,None,1,0,0,1,Refractory_Shock,8.6,0,0,0,0,1,0.103,1,0,0,0,0,0,0,0,Former,0,4,Current,Both,0,0,0.0,1.0,1,15.0,1,1,0,0,0,0,0,Died,0,0,5.7,38627
289,73.9,Elderly,Male,Asian,Medicare,Urban,0,0,CAP,Unknown,Unknown,0,0,J18.9,233604007,Multilobar,0.374,86.5,18.4,Negative,Pneumococcal_pos,1.1,37.8,84,26,88,71,76.7,86,11,157.4,47.8,19.3,0,1,1,1,11.6,59,75.8,12.9,5.9,139.4,36.1,12.9,3.0,145,3.5,2.5,2082,306,10.2,0.149,1,1,0,0,7.3,218,28.7,23.8,82.0,2.7,0.62,0,0,4,1,1,0,1,1,116,IV,8,4,0,0,0,1,1,2,16,11,351,None,0,0,0,Critical,IMV,1,10.9,7.0,6.3,7.9,10.4,25.4,0,0,0,0,0,0,0,CAP_ICU,Ceftriaxone,2000,q24h,IV,5,0,None,0,0,1,0,None,0.0,0,0,0,0,1,0.073,0,0,1,0,0,0,0,0,Former,0,3,Current,Neither,0,1,1.8,5.4,0,,0,0,1,0,1,0,0,LTAC_or_SNF,1,0,8.6,5546
290,9.2,Pediatric,Male,Other,Medicare,Rural,0,0,CAP,Unknown,Unknown,0,0,J18.9,233604007,Interstitial,0.057,25.9,8.4,Negative,Pneumococcal_pos,2.1,38.0,89,23,105,79,87.7,88,14,160.2,99.1,38.6,0,0,1,1,14.2,311,90.0,13.6,6.6,139.9,19.4,6.9,1.52,187,3.2,3.9,2405,137,4.4,0.608,1,0,0,1,7.49,67,32.5,25.8,98.4,2.6,0.47,0,0,1,1,0,0,0,0,23,I,3,8,2,1,0,1,3,1,22,1,141,Moderate,1,0,0,Mild,Nasal_Cannula,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,0,0,0,0,CAP_Mild_Outpatient,Amoxicillin,1000,q8h,PO,4,1,Azithromycin,0,1,0,1,CAP_Severe,6.4,0,0,1,0,0,0.01,0,0,0,0,0,0,0,0,Current,0,1,Current,Both,0,0,0.0,15.6,0,,0,0,0,0,1,0,0,Home,0,0,6.1,32430
291,86.7,Elderly,Male,White,Medicaid,Rural,1,0,HAP,Bacterial,A_baumannii,1,0,J18.9,64667001,Lobar_Consolidation,2.961,289.9,11.3,Positive,Negative,3.0,40.2,135,28,89,59,69.0,91,12,161.9,106.1,40.5,1,1,1,1,15.8,295,95.0,19.5,4.9,134.7,38.0,13.6,3.35,185,3.6,3.8,1263,16825,8.5,0.596,1,0,1,1,7.42,153,33.2,16.1,91.5,3.5,0.95,0,0,4,1,1,0,1,1,131,IV,8,6,3,1,0,0,0,2,21,6,161,Moderate,0,0,0,Critical,IMV_ECMO,1,5.6,6.9,6.5,9.1,17.9,24.0,0,1,0,0,0,0,0,HAP_Non_VAP,Piperacillin_Tazobactam,4500,q6h,IV,7,0,Vancomycin,0,0,1,0,None,0.0,0,0,0,0,0,1.154,0,0,0,0,0,1,0,0,Current,1,2,Prior_Year,PPSV23_only,0,1,3.4,7.1,0,,0,0,0,0,1,0,0,LTAC_or_SNF,0,0,4.5,63413
292,4.8,Pediatric,Female,White,Medicaid,Urban,0,0,CAP,Atypical,M_pneumoniae,0,0,J15.7,233604007,Lobar_Consolidation,0.198,104.2,19.2,Positive,Negative,0.3,37.6,91,31,106,60,75.3,87,14,172.5,65.1,21.9,0,0,1,1,11.1,232,69.6,18.5,3.8,135.7,46.9,16.8,0.92,172,3.6,0.5,3982,129,29.9,0.19,0,0,0,0,7.52,107,29.7,22.2,96.1,1.2,0.49,0,0,3,1,1,1,0,0,46,I,4,6,1,0,1,2,1,1,28,4,218,Mild,0,0,1,Critical,IMV_ECMO,1,2.8,11.0,5.3,5.8,14.7,19.0,0,1,0,0,0,0,0,CAP_ICU,Ceftriaxone,2000,q24h,IV,10,1,Azithromycin,0,1,0,1,CAP_Severe,8.8,0,0,0,0,1,0.02,0,0,1,0,0,0,0,0,Current,0,2,Current,Both,0,1,4.2,6.9,0,,0,0,1,0,0,0,0,LTAC_or_SNF,0,0,2.6,42360
293,70.6,Elderly,Male,White,Medicare,Suburban,1,0,VAP,Bacterial,S_aureus_MRSA,1,1,J15.212,429271009,Lobar_Consolidation,61.9,87.1,16.0,Negative,Legionella_pos,7.6,40.2,103,40,129,64,85.7,86,9,168.8,63.2,22.2,1,0,1,1,12.2,200,82.6,5.4,15.3,131.6,51.6,18.4,3.13,168,2.8,6.1,3988,27,99.0,0.124,1,0,1,0,7.36,140,38.6,18.1,86.4,3.7,0.79,0,0,4,1,1,1,0,1,125,IV,6,12,3,2,1,2,1,3,31,8,178,Moderate,0,0,1,Critical,IMV_ECMO,1,7.7,2.2,8.3,9.4,6.4,15.0,0,1,0,0,1,1,0,VAP_Protocol,Meropenem,2000,q8h,IV,6,1,Azithromycin,0,0,1,0,None,0.0,0,0,1,0,1,19.304,0,0,0,1,0,0,0,0,Never,0,6,Current,Neither,0,1,5.4,5.7,0,,0,0,1,1,0,0,0,LTAC_or_SNF,0,1,4.9,52345
294,4.0,Pediatric,Female,White,Medicare,Urban,0,1,CAP,Atypical,M_pneumoniae,0,0,J15.7,233604007,Lobar_Consolidation,0.512,36.9,18.8,Negative,Negative,0.3,39.3,101,30,148,82,104.0,86,15,156.0,107.3,44.1,1,0,1,1,12.0,186,79.1,18.6,4.3,137.7,38.0,13.6,1.33,138,3.4,2.4,348,116,50.6,0.033,0,0,0,0,7.43,40,28.8,23.0,96.7,0.5,0.46,0,0,2,0,1,1,0,0,14,I,3,4,3,0,0,1,0,0,5,6,86,Severe,0,0,0,Moderate,Room_Air,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,0,0,0,0,CAP_Inpatient_Non_ICU,Ceftriaxone,1000,q24h,IV,10,0,None,0,0,1,0,None,0.0,0,0,0,0,1,0.139,0,0,0,0,0,0,0,0,Never,0,1,Current,Both,0,0,0.0,1.0,0,,0,0,0,0,0,0,0,Home_with_Services,0,0,5.5,10580
295,65.4,Elderly,Female,White,Private,Urban,0,0,CAP,Bacterial,H_influenzae,0,0,J14,233604007,Patchy_Infiltrate,2.457,234.6,13.0,Negative,Negative,0.5,40.8,106,14,124,69,87.3,90,10,167.7,65.9,23.4,1,0,1,0,12.6,192,73.1,19.5,3.7,142.7,12.7,4.5,1.45,219,3.1,4.3,100,20,53.3,0.231,0,0,0,1,7.37,142,35.2,28.0,95.9,3.2,0.59,0,0,2,1,0,0,0,1,86,III,3,3,0,1,0,0,0,2,15,5,240,Mild,0,0,0,Moderate,Nasal_Cannula,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,0,0,0,0,CAP_Inpatient_Non_ICU,Ceftriaxone,1000,q24h,IV,6,1,Azithromycin,1,0,1,1,COVID_O2_Requiring,7.1,0,0,0,0,0,0.855,1,1,0,0,0,0,0,0,Never,0,4,Prior_Year,PCV13_only,0,0,0.0,1.4,0,,0,0,0,0,0,0,0,Home_with_Services,0,0,8.5,10037
296,56.0,Adult,Female,White,Medicare,Suburban,0,0,CAP,Bacterial,S_pneumoniae,0,0,J13,233604007,Multilobar,2.872,289.9,15.1,Negative,Negative,9.4,40.1,93,24,109,60,76.3,85,14,155.4,119.1,49.3,1,0,1,1,11.5,235,85.2,2.0,40.0,140.4,16.4,5.8,2.63,198,3.1,3.7,630,110,80.6,0.442,1,0,0,1,7.35,52,30.1,23.3,90.7,0.5,0.56,0,0,1,1,0,0,0,0,81,III,3,5,2,0,0,1,1,1,13,5,94,Severe,0,0,0,Mild,Simple_Mask,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,0,0,0,0,CAP_Mild_Outpatient,Amoxicillin,1000,q8h,PO,6,0,None,0,0,0,0,None,0.0,0,0,0,0,0,1.126,0,0,1,0,0,0,0,0,Former,0,2,Current,Both,0,0,0.0,5.8,0,,0,0,0,0,1,0,0,Home,0,0,3.4,15670
297,89.3,Elderly,Male,Black,Private,Urban,0,0,CAP,Bacterial,H_influenzae,0,0,J14,233604007,Interstitial,5.026,269.7,14.4,Contaminated,Negative,1.9,39.0,134,21,91,58,69.0,88,14,175.1,77.6,25.3,1,0,1,0,7.9,254,72.0,11.3,6.4,136.4,25.6,9.1,1.74,126,3.4,5.3,2017,81,1.1,0.134,1,0,0,0,7.46,40,38.0,32.1,93.1,3.0,0.54,0,0,3,1,1,0,0,1,98,IV,5,10,4,1,1,1,2,1,17,5,50,Severe,1,0,0,Critical,IMV,1,30.1,10.0,6.5,14.2,15.3,19.4,0,0,0,0,1,1,0,CAP_ICU,Ceftriaxone,2000,q24h,IV,12,1,Azithromycin,0,0,1,0,None,0.0,0,0,0,0,0,1.669,0,0,0,0,0,0,0,0,Current,0,4,Never,Neither,0,0,0.0,3.6,0,,0,0,0,0,0,0,0,LTAC_or_SNF,0,1,14.0,10238
298,70.5,Elderly,Male,Hispanic,Private,Urban,0,0,CAP,Bacterial,S_pneumoniae,0,0,J13,233604007,Lobar_Consolidation,3.022,316.2,21.1,Negative,Negative,10.3,40.1,97,25,117,73,87.7,91,13,177.1,71.5,22.8,1,0,1,1,11.5,252,74.4,17.9,4.2,139.0,35.0,12.5,0.57,110,3.5,1.7,153,364,6.5,1.012,0,0,0,0,7.47,76,33.2,23.7,89.3,3.0,0.33,0,0,3,1,1,0,0,1,102,IV,6,4,0,1,0,1,1,1,23,7,232,Mild,0,0,0,Severe,IMV,1,5.5,1.4,7.3,7.8,11.7,18.8,0,0,0,0,1,1,0,CAP_Inpatient_Non_ICU,Ceftriaxone,1000,q24h,IV,10,1,Azithromycin,0,0,0,0,None,0.0,0,0,0,0,1,0.418,1,0,0,0,0,0,0,0,Former,0,5,Current,Neither,1,1,1.6,2.7,0,,0,0,1,0,0,0,1,SNF_or_Rehab,0,0,6.7,55690
299,61.7,Adult,Female,Asian,Uninsured,Urban,0,0,CAP,Bacterial,S_pneumoniae,0,0,J13,233604007,Patchy_Infiltrate,3.821,223.4,19.5,Negative,Negative,0.8,39.0,97,11,105,68,80.3,98,11,167.7,81.0,28.8,1,0,0,0,14.5,263,77.0,6.5,11.9,133.6,13.8,4.9,1.36,117,4.4,1.2,270,11,30.7,0.036,0,0,1,0,7.47,64,37.9,23.3,97.7,3.6,0.21,0,0,1,1,0,0,0,0,91,IV,1,6,1,1,0,2,0,2,25,3,304,None,1,1,1,Critical,NIV,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,1,0,0,0,0,CAP_ICU,Ceftriaxone,2000,q24h,IV,7,0,None,0,0,1,0,None,0.0,0,0,0,0,1,1.307,0,0,0,0,0,0,0,0,Never,0,3,Current,Neither,0,1,3.8,9.3,0,,0,0,1,0,0,1,0,LTAC_or_SNF,0,1,3.2,100902
300,82.9,Elderly,Female,White,Medicare,Urban,0,0,HAP,Bacterial,Enterobacter_spp,0,1,J18.9,64667001,Lobar_Consolidation,0.065,196.0,20.8,Contaminated,Pneumococcal_pos,2.4,38.7,99,17,137,68,91.0,91,12,171.0,71.5,24.5,1,0,1,0,10.0,250,66.3,3.4,19.4,138.9,21.6,7.7,2.29,199,2.5,3.9,662,2675,13.3,0.226,1,0,0,1,7.32,97,42.1,21.9,93.5,6.1,0.58,0,1,3,1,1,0,0,1,114,IV,5,4,1,0,0,1,0,2,11,6,168,Moderate,0,0,0,Severe,NIV,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,1,0,0,0,0,HAP_Non_VAP,Piperacillin_Tazobactam,4500,q6h,IV,6,1,Azithromycin,0,0,0,1,COVID_O2_Requiring,7.2,0,0,1,0,1,0.015,0,0,0,0,0,0,0,0,Former,0,5,Never,Neither,0,0,0.0,1.0,0,,0,0,1,0,0,0,0,SNF_or_Rehab,0,0,7.6,7489
301,32.4,Adult,Male,White,Private,Urban,0,0,CAP,Viral,SARS_CoV2,0,0,J12.82,233604007,Patchy_Infiltrate,0.208,170.0,10.6,Positive,Negative,1.6,37.7,107,28,86,69,74.7,94,15,187.3,104.8,29.9,0,1,0,1,14.0,262,58.7,14.9,3.9,133.9,40.5,14.5,1.02,195,3.9,1.4,1027,18,1.1,0.015,0,0,1,1,7.43,40,32.7,23.8,92.5,3.2,0.21,0,0,2,0,1,0,1,0,11,I,3,7,3,1,0,3,0,0,17,6,59,Severe,0,0,0,Moderate,HFNC,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,1,0,0,0,CAP_Inpatient_Non_ICU,Ceftriaxone,1000,q24h,IV,11,1,Azithromycin,0,1,1,0,None,0.0,1,0,1,0,0,0.058,0,0,0,0,0,0,0,0,Never,0,2,Current,PPSV23_only,1,0,0.0,2.4,0,,0,0,0,0,1,0,0,Home_with_Services,0,0,2.7,12522
302,9.4,Pediatric,Male,White,Medicare,Suburban,0,0,HAP,Bacterial,S_aureus_MRSA,1,0,J15.212,64667001,Lobar_Consolidation,4.578,201.6,10.0,Negative,Negative,1.6,38.6,129,23,115,63,80.3,89,11,166.3,99.5,36.0,1,0,1,1,11.9,116,90.3,17.0,5.3,138.8,38.1,13.6,1.57,182,2.9,4.0,338,365,98.5,0.232,1,0,0,1,7.33,92,30.7,23.3,90.1,1.8,0.68,0,0,2,1,1,0,0,0,26,I,3,9,3,1,0,2,1,2,25,2,135,Moderate,1,0,0,Moderate,Nasal_Cannula,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,0,0,0,0,HAP_Non_VAP,Piperacillin_Tazobactam,4500,q6h,IV,11,1,Azithromycin,0,0,0,1,Refractory_Shock,7.1,0,0,0,0,0,0.678,0,0,0,0,0,0,0,0,Never,0,1,Current,Both,0,0,0.0,8.3,0,,0,0,1,0,0,0,0,Home_with_Services,0,0,2.1,23533
303,76.9,Elderly,Female,White,Uninsured,Suburban,1,1,HAP,Fungal,Candida_spp,1,0,J18.9,64667001,Multilobar,0.332,39.6,20.7,Positive,Negative,7.4,39.6,148,24,81,66,71.0,84,11,157.6,103.9,41.8,1,1,1,1,10.2,216,76.8,13.5,5.7,146.0,52.0,18.6,2.13,114,3.4,0.5,403,478,46.2,2.237,1,0,0,0,7.31,146,29.9,16.2,85.9,7.5,0.63,0,1,4,1,1,0,1,1,118,IV,7,7,2,1,0,1,1,2,17,10,231,Mild,0,0,0,Critical,HFNC,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,1,0,0,0,HAP_Non_VAP,Piperacillin_Tazobactam,4500,q6h,IV,10,0,Vancomycin,0,0,0,0,None,0.0,0,1,1,0,0,0.111,0,1,0,0,0,0,0,0,Former,0,4,Prior_Year,Both,0,0,0.0,2.4,0,,0,0,0,0,0,0,1,LTAC_or_SNF,0,0,1.0,16840
304,65.9,Elderly,Female,White,Uninsured,Suburban,0,0,CAP,Bacterial,S_pneumoniae,0,0,J13,233604007,Interstitial,21.561,194.8,22.2,Negative,Negative,0.8,39.3,94,21,106,74,84.7,92,12,174.4,84.1,27.6,1,0,0,0,13.2,313,95.0,22.9,4.1,133.4,26.1,9.3,1.97,193,2.9,2.9,1207,1673,179.5,0.059,1,0,1,1,7.46,88,43.2,20.8,93.7,1.2,0.43,0,0,3,1,1,0,0,1,67,II,3,8,2,1,1,2,0,2,22,6,204,Mild,0,0,0,Severe,Simple_Mask,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,0,0,0,0,CAP_Inpatient_Non_ICU,Ceftriaxone,1000,q24h,IV,7,1,Azithromycin,0,0,1,0,None,0.0,0,0,0,0,0,4.432,0,0,1,1,0,1,0,0,Current,0,4,Current,Neither,0,0,0.0,4.2,0,,0,0,0,0,1,0,0,SNF_or_Rehab,0,1,11.5,19769
305,68.8,Elderly,Male,Other,Medicaid,Rural,0,0,CAP,Bacterial,S_pneumoniae,0,0,J13,233604007,Lobar_Consolidation,3.578,183.8,19.2,Negative,Negative,1.5,36.7,117,23,129,97,107.7,90,15,155.5,70.0,28.9,0,0,1,1,13.7,211,95.0,17.7,5.4,149.3,15.7,5.6,1.1,196,3.6,1.4,117,466,9.4,0.263,0,0,0,1,7.34,244,36.8,20.7,89.6,0.5,0.71,0,1,1,0,0,0,0,1,66,II,2,2,0,0,0,2,0,0,8,1,344,None,0,0,0,Mild,Nasal_Cannula,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,0,0,0,0,CAP_Mild_Outpatient,Amoxicillin,1000,q8h,PO,5,1,Azithromycin,0,0,0,1,ARDS,7.8,0,0,0,0,1,1.191,0,0,0,0,0,0,0,0,Never,0,5,Current,PCV13_only,0,0,0.0,2.0,0,,0,0,1,0,1,0,1,Home,0,1,2.6,7245
306,45.1,Adult,Male,White,Private,Urban,0,1,CAP,Viral,SARS_CoV2,1,0,J12.82,233604007,Patchy_Infiltrate,0.357,112.0,14.6,Negative,Negative,0.3,38.8,114,20,128,79,95.3,94,13,165.7,79.8,29.1,1,0,0,0,12.5,299,75.5,12.6,6.0,138.4,39.3,14.0,2.19,163,3.1,2.3,100,2334,14.8,0.872,1,0,0,0,7.51,47,42.9,26.5,87.8,5.2,0.49,0,0,2,1,1,0,0,0,16,I,1,8,3,0,1,2,1,1,21,3,95,Severe,0,0,0,Moderate,HFNC,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,1,0,0,0,CAP_Inpatient_Non_ICU,Ceftriaxone,1000,q24h,IV,8,1,Azithromycin,0,1,0,1,ARDS,6.0,1,0,0,0,1,0.071,0,0,0,0,0,0,0,0,Former,0,1,Current,Both,0,0,0.0,3.6,0,,0,0,1,1,0,0,0,Home_with_Services,0,1,5.5,13552
307,64.7,Adult,Male,White,Medicare,Rural,0,0,CAP,Atypical,M_pneumoniae,0,0,J15.7,233604007,Patchy_Infiltrate,0.08,14.4,18.4,Negative,Pneumococcal_pos,5.7,39.0,122,26,108,88,94.7,95,11,161.4,70.6,27.1,1,0,0,1,13.7,128,95.0,6.7,14.2,133.3,25.5,9.1,2.0,236,2.3,1.3,4448,239,191.6,0.072,1,0,1,1,7.41,104,34.2,14.6,87.5,3.5,0.48,0,0,2,1,1,0,0,0,94,IV,2,6,1,2,0,1,0,2,12,5,216,Mild,0,0,0,Moderate,Nasal_Cannula,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,0,0,0,0,CAP_Inpatient_Non_ICU,Ceftriaxone,1000,q24h,IV,12,0,None,0,0,0,0,None,0.0,0,0,0,0,0,0.021,0,0,0,0,1,0,0,0,Former,0,1,Never,Both,1,0,0.0,11.1,0,,0,0,0,0,0,0,0,Home_with_Services,0,0,6.8,5494
308,95.0,Elderly,Female,Hispanic,Medicaid,Urban,0,0,HAP,Bacterial,E_coli,0,0,J18.9,64667001,Interstitial,11.255,245.5,18.6,Positive,Pneumococcal_pos,0.4,39.6,104,20,122,59,80.0,86,12,160.3,112.3,43.7,1,0,1,0,12.0,187,90.4,11.9,7.6,132.9,22.2,7.9,1.42,106,4.0,4.1,1590,215,4.0,0.307,0,0,1,0,7.35,208,42.1,22.7,90.9,0.5,0.61,0,0,3,1,1,0,0,1,108,IV,5,4,1,0,1,0,0,2,19,5,341,None,1,1,1,Critical,IMV_ECMO,1,9.6,14.4,6.0,7.3,15.5,18.7,0,1,0,0,0,0,0,HAP_Non_VAP,Piperacillin_Tazobactam,4500,q6h,IV,5,0,None,0,0,1,1,COVID_O2_Requiring,6.9,0,0,0,0,1,0.968,0,0,0,0,0,0,0,1,Never,0,3,Prior_Year,Neither,0,1,4.1,9.8,0,,0,0,0,0,0,0,0,LTAC_or_SNF,0,1,2.7,64253
309,77.4,Elderly,Male,Hispanic,Medicaid,Urban,0,0,VAP,Bacterial,E_coli_ESBL,0,1,J18.9,429271009,Patchy_Infiltrate,2.255,2.0,16.9,Negative,Negative,0.3,40.9,110,20,89,46,60.3,85,13,165.2,102.1,37.4,1,1,1,0,7.7,125,76.5,16.0,4.8,144.4,24.6,8.8,2.67,198,2.4,2.9,8126,1154,559.0,1.893,1,0,0,1,7.35,146,35.5,14.8,89.8,1.7,0.73,0,1,4,1,1,0,1,1,132,V,7,4,3,0,0,0,0,1,21,4,201,Mild,0,0,1,Critical,IMV_ECMO,1,16.4,7.0,6.1,6.7,14.4,20.3,0,1,0,0,1,1,0,VAP_Protocol,Meropenem,2000,q8h,IV,8,0,None,0,0,0,0,None,0.0,0,0,1,0,1,0.186,0,0,1,0,0,0,0,0,Former,1,4,Prior_Year,Both,0,1,3.4,4.8,0,,0,0,0,0,0,0,0,LTAC_or_SNF,0,0,2.9,29397
310,1.8,Pediatric,Male,Hispanic,Medicare,Rural,0,1,CAP,Bacterial,S_pneumoniae,0,0,J13,233604007,Lobar_Consolidation,1.082,193.3,15.4,Negative,Pneumococcal_pos,0.8,39.1,120,31,115,70,85.0,88,14,177.9,78.0,24.6,1,0,1,1,11.0,293,54.4,19.7,2.8,138.6,20.9,7.5,1.58,113,3.3,2.6,1230,1752,7.6,0.191,1,0,0,0,7.34,125,39.1,24.3,88.3,3.2,0.61,0,0,3,1,1,1,0,0,39,I,4,4,2,0,0,0,1,1,15,6,203,Mild,1,1,1,Critical,IMV,1,0.7,10.2,7.1,5.9,14.2,31.6,0,0,0,0,0,0,0,CAP_ICU,Ceftriaxone,2000,q24h,IV,13,1,Azithromycin,0,0,0,0,None,0.0,0,0,1,0,1,0.415,0,0,1,0,0,0,0,1,Never,0,1,Never,PCV13_only,1,1,7.7,13.2,0,,0,0,0,0,0,0,0,LTAC_or_SNF,0,0,1.0,76657
311,58.4,Adult,Female,White,Private,Urban,0,0,CAP,Bacterial,S_pneumoniae,0,0,J13,233604007,Patchy_Infiltrate,3.587,264.2,13.9,Negative,Negative,4.2,37.8,114,23,135,83,100.3,87,14,180.2,59.6,18.4,0,0,1,1,8.7,327,85.6,18.7,4.6,135.3,32.7,11.7,0.75,187,2.9,1.5,661,963,12.8,0.252,0,0,0,1,7.38,40,28.7,22.0,98.6,0.5,0.23,0,0,2,1,1,0,0,0,67,II,3,6,3,0,1,1,0,1,19,3,166,Moderate,1,0,0,Moderate,Nasal_Cannula,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,0,0,0,0,CAP_Inpatient_Non_ICU,Ceftriaxone,1000,q24h,IV,7,1,Azithromycin,0,0,1,1,COVID_O2_Requiring,10.0,0,0,1,0,0,1.091,0,0,0,0,0,0,0,0,Current,0,1,Prior_Year,PPSV23_only,0,0,0.0,5.5,0,,0,0,0,0,0,0,0,Home_with_Services,0,0,1.5,6846
312,59.1,Adult,Male,Asian,Private,Urban,0,1,HAP,Unknown,Unknown,0,0,J18.9,64667001,Lobar_Consolidation,0.579,135.2,10.5,Negative,Pneumococcal_pos,4.0,37.3,132,22,117,78,91.0,89,15,178.2,113.9,35.9,0,0,1,1,13.1,189,80.7,18.3,4.4,135.7,9.3,3.3,0.95,179,2.5,3.1,689,618,27.0,0.018,0,0,0,0,7.39,116,26.1,15.3,98.3,1.3,0.55,0,0,0,0,0,0,0,0,55,II,2,5,2,2,0,0,1,0,20,2,212,Mild,0,0,0,Mild,Nasal_Cannula,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,0,0,0,0,HAP_Non_VAP,Piperacillin_Tazobactam,4500,q6h,IV,8,0,None,0,0,1,0,None,0.0,0,0,0,0,1,0.064,0,0,0,0,0,0,0,0,Former,0,3,Current,PPSV23_only,0,0,0.0,5.1,0,,0,0,1,0,0,0,0,Home,0,1,1.0,17868
313,33.1,Adult,Male,White,Medicaid,Urban,0,0,HAP,Bacterial,S_aureus_MSSA,0,0,J15.21,64667001,Patchy_Infiltrate,5.569,231.2,11.8,Contaminated,Negative,3.3,39.8,111,24,97,82,87.0,94,14,171.7,83.0,28.2,1,0,0,1,13.2,266,85.8,21.3,4.0,137.5,38.6,13.8,2.41,234,3.0,5.1,473,672,18.2,0.406,1,0,0,1,7.35,45,40.9,25.6,92.4,5.9,0.51,0,0,2,1,1,0,0,0,32,I,1,5,2,0,1,0,1,1,17,3,88,Severe,0,0,0,Moderate,Nasal_Cannula,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,0,0,0,0,HAP_Non_VAP,Piperacillin_Tazobactam,4500,q6h,IV,4,1,Azithromycin,0,0,1,0,None,0.0,0,0,0,0,0,1.444,0,0,1,0,0,0,0,0,Never,0,2,Never,Both,0,0,0.0,2.4,0,,0,0,0,0,1,0,0,Home_with_Services,0,0,13.4,23974
314,68.9,Elderly,Male,Hispanic,Medicaid,Urban,0,0,CAP,Bacterial,S_pneumoniae,0,0,J13,233604007,Lobar_Consolidation,26.999,297.9,10.8,Positive,Negative,12.8,38.1,100,31,107,40,62.3,87,14,165.2,77.1,28.3,0,0,1,1,13.7,314,77.8,15.8,4.9,136.7,18.0,6.4,1.88,173,2.9,2.5,764,343,5.9,0.258,1,0,0,0,7.33,56,42.3,12.6,97.3,5.5,0.36,0,1,3,1,0,1,0,1,108,IV,4,5,2,0,0,2,0,1,25,9,158,Moderate,0,0,0,Severe,NIV,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,1,0,0,0,0,CAP_Inpatient_Non_ICU,Ceftriaxone,1000,q24h,IV,10,1,Azithromycin,0,0,1,0,None,0.0,0,0,0,0,0,8.732,0,1,1,0,1,0,0,0,Never,0,3,Never,PPSV23_only,0,0,0.0,1.0,0,,0,0,0,0,1,0,0,SNF_or_Rehab,0,0,3.1,5000
315,77.7,Elderly,Male,Black,Private,Urban,0,1,HAP,Fungal,Candida_spp,1,0,J18.9,64667001,Patchy_Infiltrate,0.141,111.8,6.7,Negative,Negative,5.1,39.8,60,27,128,85,99.3,95,13,142.1,114.1,56.5,1,0,0,1,12.6,190,69.2,22.9,3.0,137.7,25.9,9.2,2.12,141,2.6,3.8,246,748,13.7,0.033,1,0,0,0,7.37,187,49.8,22.2,88.3,2.8,0.51,0,0,3,1,1,0,0,1,105,IV,4,3,0,1,0,1,0,1,7,7,370,None,1,1,1,Critical,IMV,1,3.0,3.2,7.2,7.6,13.5,23.1,0,0,0,0,1,0,0,HAP_Non_VAP,Piperacillin_Tazobactam,4500,q6h,IV,6,0,Vancomycin,0,1,1,1,COVID_O2_Requiring,13.3,0,1,1,0,0,0.037,0,0,0,0,0,0,0,0,Never,0,5,Current,Both,0,1,4.6,5.4,0,,0,0,1,0,0,0,0,LTAC_or_SNF,0,0,2.1,64779
316,41.4,Adult,Male,Asian,Private,Urban,0,1,CAP,Bacterial,S_pneumoniae,0,0,J13,233604007,Interstitial,15.759,180.2,14.5,Negative,Negative,1.6,40.0,70,28,95,76,82.3,90,15,172.0,68.8,23.2,1,0,1,1,14.0,216,75.0,12.1,6.2,144.3,22.1,7.9,1.02,128,3.3,2.0,100,6532,2.8,0.035,0,0,0,0,7.32,55,27.8,26.0,90.6,1.6,0.21,0,0,1,0,1,0,0,0,17,I,3,7,1,2,0,3,1,0,24,3,263,Mild,0,0,0,Mild,Nasal_Cannula,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,0,0,0,0,CAP_Mild_Outpatient,Amoxicillin,1000,q8h,PO,3,1,Azithromycin,1,0,0,0,None,0.0,0,0,1,0,1,3.261,0,0,0,0,1,1,0,0,Current,0,1,Prior_Year,Both,0,0,0.0,1.5,0,,0,0,1,0,0,0,0,Home,0,0,2.5,7875
317,55.1,Adult,Male,White,Medicare,Rural,1,1,CAP,Atypical,C_pneumoniae,0,0,J18.9,233604007,Lobar_Consolidation,0.08,6.2,14.0,Negative,Negative,2.1,37.5,95,20,95,52,66.3,100,14,142.9,73.0,35.7,0,0,0,0,8.7,252,87.0,15.2,5.7,132.3,23.3,8.3,1.68,142,2.5,1.4,265,243,323.8,0.273,1,0,1,0,7.31,55,39.0,28.3,95.2,3.5,0.57,0,0,2,1,1,0,0,0,72,III,1,5,3,1,0,0,0,1,16,5,96,Severe,1,1,1,Critical,Nasal_Cannula,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,0,0,0,0,CAP_ICU,Ceftriaxone,2000,q24h,IV,5,1,Azithromycin,0,1,0,1,COVID_O2_Requiring,6.6,0,0,0,1,1,0.027,0,0,0,0,0,0,0,0,Current,0,1,Current,PPSV23_only,0,0,0.0,1.3,0,,0,0,0,0,1,0,0,LTAC_or_SNF,0,1,3.5,10481
318,47.6,Adult,Female,Hispanic,Medicare,Urban,0,0,CAP,Unknown,Unknown,0,0,J18.9,233604007,Patchy_Infiltrate,0.187,97.5,18.6,Negative,Negative,1.2,39.5,85,25,120,78,92.0,87,9,146.8,74.9,34.7,1,0,1,1,11.4,132,77.3,11.6,6.7,138.8,25.5,9.1,1.2,137,3.2,2.4,2351,242,12.5,0.116,0,0,0,0,7.3,176,29.0,15.8,91.6,1.8,0.48,0,1,2,1,1,0,0,0,10,I,4,5,0,2,0,0,0,3,12,2,371,None,0,0,0,Moderate,Simple_Mask,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,0,0,0,0,CAP_Inpatient_Non_ICU,Ceftriaxone,1000,q24h,IV,9,1,Azithromycin,0,1,1,0,None,0.0,0,0,1,0,0,0.013,0,0,0,0,0,0,0,0,Current,0,1,Current,Neither,0,0,0.0,4.1,0,,0,0,0,0,0,0,0,Home_with_Services,0,1,1.8,8863
319,50.5,Adult,Female,White,Medicare,Urban,0,0,CAP,Atypical,M_pneumoniae,0,0,J15.7,233604007,Patchy_Infiltrate,0.152,39.8,20.5,Negative,Negative,7.1,40.0,116,25,104,73,83.3,91,14,166.2,51.0,18.5,1,0,1,1,9.1,208,76.3,20.3,3.8,136.5,20.7,7.4,1.11,206,3.2,1.7,100,181,97.6,0.505,0,0,0,1,7.49,97,31.6,20.7,89.5,0.5,0.4,0,0,2,1,1,0,0,0,71,III,4,6,1,1,1,0,2,1,29,4,242,Mild,1,0,1,Critical,HFNC,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,1,0,0,0,CAP_ICU,Ceftriaxone,2000,q24h,IV,3,1,Azithromycin,0,1,1,0,None,0.0,0,0,0,0,1,0.041,1,1,1,0,0,0,0,1,Former,0,2,Prior_Year,Neither,0,1,10.5,11.4,0,,0,0,0,0,1,0,0,LTAC_or_SNF,0,0,5.4,36964
320,65.8,Elderly,Male,White,Medicaid,Urban,0,1,VAP,Bacterial,A_baumannii_XDR,0,0,J18.9,429271009,Lobar_Consolidation,9.912,143.9,23.6,Negative,Negative,5.1,40.6,95,29,70,67,68.0,82,9,170.9,86.9,29.8,1,1,1,1,9.8,306,69.2,4.0,17.4,132.0,33.0,11.8,3.0,231,1.5,5.2,279,1445,556.9,0.584,1,0,1,1,7.35,225,28.6,24.4,92.2,0.5,0.69,0,0,4,1,1,0,1,1,127,IV,6,6,0,0,0,2,1,3,30,10,325,None,0,0,1,Critical,IMV,1,9.0,9.9,6.1,7.7,10.9,27.8,0,0,0,0,1,1,0,VAP_Protocol,Meropenem,2000,q8h,IV,4,0,None,0,0,0,1,CAP_Severe,9.6,0,0,0,0,1,2.137,1,1,1,0,0,0,0,0,Current,0,6,Current,Both,0,1,4.1,4.9,0,,0,0,1,0,0,0,0,LTAC_or_SNF,0,1,6.8,54390
321,33.7,Adult,Female,White,Private,Suburban,0,1,CAP,Atypical,M_pneumoniae,0,0,J15.7,233604007,Patchy_Infiltrate,0.081,84.8,20.9,Negative,Pneumococcal_pos,1.2,36.9,90,22,139,84,102.3,89,13,163.0,63.2,23.8,0,0,1,1,15.3,171,80.2,14.4,5.6,141.5,40.0,14.3,1.55,88,3.1,2.0,694,13,22.8,0.123,1,0,0,0,7.44,74,39.0,27.8,95.2,1.8,0.4,0,0,2,1,1,0,0,0,21,I,3,6,2,1,0,2,0,1,18,4,182,Moderate,0,0,0,Moderate,Nasal_Cannula,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,0,0,0,0,CAP_Inpatient_Non_ICU,Ceftriaxone,1000,q24h,IV,10,1,Azithromycin,0,0,0,0,None,0.0,0,0,0,0,1,0.022,0,0,1,0,1,1,0,0,Former,0,1,Current,Both,0,0,0.0,5.0,0,,0,0,0,0,1,0,0,Home_with_Services,0,1,3.1,14889
322,74.2,Elderly,Male,Black,Private,Urban,0,0,CAP,Bacterial,S_aureus_MSSA,0,0,J15.21,233604007,Patchy_Infiltrate,1.846,217.0,10.6,Negative,Negative,2.1,38.1,94,21,92,76,81.3,96,13,184.9,67.4,19.7,0,0,0,0,14.0,257,69.1,4.1,16.8,130.8,27.1,9.7,0.87,155,3.5,1.1,257,301,15.7,0.116,0,0,1,0,7.39,80,31.8,27.8,95.5,3.6,0.61,0,0,3,1,1,0,0,1,80,III,3,4,3,0,0,0,0,1,17,6,132,Moderate,1,0,0,Severe,NIV,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,1,0,0,0,0,CAP_Inpatient_Non_ICU,Ceftriaxone,1000,q24h,IV,8,1,Azithromycin,0,0,0,1,COVID_O2_Requiring,9.2,0,0,0,0,0,0.28,1,0,0,1,0,0,0,0,Never,0,3,Current,PCV13_only,0,0,0.0,5.5,0,,0,0,1,1,0,0,0,SNF_or_Rehab,0,0,2.2,8863
323,76.3,Elderly,Female,White,Medicare,Urban,0,0,CAP,Viral,Influenza_A,0,0,J09.X1,233604007,Lobar_Consolidation,0.376,117.5,6.9,Negative,Negative,1.1,37.7,122,25,110,54,72.7,93,11,173.1,64.5,21.5,0,0,0,1,13.3,240,88.8,19.5,4.6,127.5,23.7,8.5,0.99,153,2.8,1.7,664,1252,20.4,0.177,0,0,1,0,7.43,61,36.5,33.2,90.8,2.1,0.31,0,0,3,1,1,0,0,1,103,IV,4,4,2,0,0,0,0,2,13,5,197,Moderate,0,0,0,Severe,IMV,1,21.8,37.0,5.6,9.3,17.6,20.0,0,0,0,0,1,1,0,CAP_Inpatient_Non_ICU,Ceftriaxone,1000,q24h,IV,5,1,Azithromycin,0,0,0,0,None,0.0,1,0,0,0,0,0.04,0,0,1,1,1,1,0,0,Never,1,3,Prior_Year,Both,1,0,0.0,14.2,0,,0,0,0,0,0,0,0,SNF_or_Rehab,0,0,2.7,16960
324,61.2,Adult,Male,Black,Medicare,Urban,0,0,CAP,Bacterial,S_pneumoniae,0,0,J13,233604007,Interstitial,35.801,154.8,19.3,Negative,Negative,2.5,39.5,93,18,99,68,78.3,94,10,165.3,67.1,24.6,1,0,0,0,11.3,182,73.2,22.3,3.3,137.3,20.3,7.2,1.62,125,3.4,0.5,1524,180,53.5,0.408,1,0,0,0,7.45,161,40.4,20.4,98.9,3.7,0.45,0,0,2,1,1,0,0,0,67,II,1,5,0,1,0,2,0,2,16,7,358,None,0,0,0,Moderate,Nasal_Cannula,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,0,0,0,0,CAP_Inpatient_Non_ICU,Ceftriaxone,1000,q24h,IV,7,1,Azithromycin,0,0,0,0,None,0.0,0,0,0,0,0,13.997,1,0,0,0,0,1,0,0,Never,0,1,Never,Both,0,0,0.0,2.4,0,,0,0,0,0,0,0,0,Home_with_Services,1,0,1.6,11697
325,27.8,Adult,Female,White,Private,Suburban,0,0,CAP,Bacterial,S_pneumoniae,0,0,J13,233604007,Patchy_Infiltrate,2.224,140.3,20.7,Negative,Negative,1.1,39.1,107,25,109,53,71.7,87,15,183.2,61.5,18.3,1,0,1,1,10.1,223,76.3,21.9,3.5,136.7,19.0,6.8,1.87,165,3.6,1.5,582,409,14.8,0.213,1,0,0,0,7.43,97,43.5,24.7,93.5,3.2,0.39,0,0,0,0,0,0,0,0,0,I,3,4,2,1,1,0,0,0,10,1,246,Mild,0,0,0,Mild,Nasal_Cannula,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,0,0,0,0,CAP_Mild_Outpatient,Amoxicillin,1000,q8h,PO,13,0,None,0,0,0,0,None,0.0,0,0,0,0,0,0.784,0,1,0,0,0,0,0,0,Never,0,1,Never,Both,0,0,0.0,4.8,0,,0,0,0,0,0,0,0,Home,1,1,2.9,33337
326,50.1,Adult,Male,Asian,Medicare,Suburban,0,0,CAP,Atypical,M_pneumoniae,0,0,J15.7,233604007,Patchy_Infiltrate,0.323,62.3,23.2,Contaminated,Negative,5.8,36.8,112,28,89,75,79.7,91,12,185.2,85.4,24.9,0,1,1,1,11.7,304,95.0,18.1,5.3,130.2,24.3,8.7,1.8,222,2.5,3.1,300,11920,3.8,0.129,1,0,1,1,7.46,85,38.3,20.2,94.3,5.2,0.44,0,0,3,1,1,0,1,0,91,III,6,6,1,1,0,2,0,2,13,4,193,Moderate,0,0,0,Severe,IMV,1,11.0,8.9,7.7,9.5,17.7,25.1,0,0,0,0,1,1,0,CAP_Inpatient_Non_ICU,Ceftriaxone,1000,q24h,IV,12,0,None,0,0,1,0,None,0.0,0,0,1,0,1,0.119,0,1,0,0,0,0,0,0,Never,0,3,Prior_Year,Both,0,0,0.0,4.1,1,13.3,1,1,1,0,1,0,0,Died,0,0,5.7,5000
327,83.5,Elderly,Female,Asian,Medicare,Suburban,0,0,HAP,Bacterial,E_coli,0,0,J18.9,64667001,Lobar_Consolidation,8.16,234.6,16.5,Negative,Negative,5.6,38.6,117,22,126,88,100.7,87,10,173.6,76.6,25.4,1,0,1,1,14.2,241,76.7,20.9,3.7,130.1,34.6,12.4,1.61,187,3.3,4.8,1761,557,1.0,0.561,1,0,1,1,7.39,84,39.0,15.0,91.1,2.3,0.47,0,0,3,1,1,0,0,1,124,IV,5,5,2,0,1,0,0,2,25,10,181,Moderate,0,0,0,Severe,NIV,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,1,0,0,0,0,HAP_Non_VAP,Piperacillin_Tazobactam,4500,q6h,IV,8,1,Azithromycin,0,0,0,0,None,0.0,0,0,0,0,1,2.604,0,0,1,1,1,0,0,0,Never,0,3,Never,PCV13_only,0,0,0.0,1.0,0,,0,0,0,0,1,0,0,SNF_or_Rehab,1,0,9.9,7051
328,23.3,Adult,Male,White,Medicaid,Suburban,0,0,CAP,Viral,SARS_CoV2,0,0,J12.82,233604007,Lobar_Consolidation,0.405,56.2,5.3,Contaminated,Negative,5.1,39.9,123,29,108,53,71.3,84,11,159.5,81.1,31.9,1,0,1,1,12.2,233,77.2,17.6,4.4,143.4,22.4,8.0,2.26,217,3.5,5.0,1484,17,350.4,0.45,1,0,0,1,7.4,139,33.5,21.4,91.2,3.4,0.47,0,0,2,1,1,0,0,0,27,I,4,6,1,2,0,1,0,2,19,2,296,Mild,1,0,0,Moderate,Nasal_Cannula,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,0,0,0,0,CAP_Inpatient_Non_ICU,Ceftriaxone,1000,q24h,IV,10,1,Azithromycin,0,0,0,1,CAP_Severe,7.8,1,0,0,0,1,0.029,0,0,0,0,0,0,0,0,Former,0,1,Current,Both,0,0,0.0,3.2,0,,0,0,1,0,0,0,0,Home_with_Services,0,0,4.5,10925
329,59.8,Adult,Female,White,Medicare,Urban,0,0,HAP,Bacterial,K_pneumoniae_MDR,0,1,J18.9,64667001,Lobar_Consolidation,3.829,89.9,17.0,Negative,Negative,4.6,39.3,107,24,124,60,81.3,90,13,161.9,131.8,50.2,1,0,1,1,8.3,297,87.3,17.4,5.0,137.7,5.0,1.8,1.95,133,2.6,1.4,598,56,1.0,0.308,1,0,0,0,7.41,102,31.1,13.9,93.1,2.9,0.38,0,0,1,1,0,0,0,0,76,III,3,4,0,1,0,2,0,1,15,3,272,Mild,1,0,0,Mild,HFNC,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,1,0,0,0,HAP_Non_VAP,Piperacillin_Tazobactam,4500,q6h,IV,8,1,Azithromycin,1,0,0,0,None,0.0,0,0,1,0,0,1.033,0,0,0,0,0,0,0,0,Never,0,1,Current,Both,0,0,0.0,1.3,0,,0,0,0,0,0,0,0,Home,0,1,5.7,24618
330,47.3,Adult,Male,White,Private,Urban,0,1,CAP,Bacterial,S_pneumoniae,0,0,J13,233604007,Multilobar,8.736,246.8,17.4,Negative,Negative,0.5,39.1,73,21,99,59,72.3,91,12,152.1,76.6,33.1,1,0,1,0,11.9,174,62.7,18.9,3.3,136.5,28.6,10.2,1.92,157,3.1,2.8,449,270,30.0,0.172,1,0,0,0,7.33,78,38.7,20.3,100.0,2.1,0.56,0,1,2,1,1,0,0,0,20,I,3,4,1,0,0,1,0,2,12,3,141,Moderate,1,0,0,Moderate,Room_Air,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,0,0,0,0,CAP_Inpatient_Non_ICU,Ceftriaxone,1000,q24h,IV,3,1,Azithromycin,1,0,0,0,None,0.0,0,0,0,0,1,1.603,0,0,0,0,0,0,0,1,Never,0,1,Never,Both,1,0,0.0,6.3,0,,0,0,1,0,0,0,0,Home_with_Services,0,1,3.1,20667
331,77.1,Elderly,Female,Asian,Private,Urban,0,1,HAP,Bacterial,K_pneumoniae_MDR,0,0,J18.9,64667001,Interstitial,2.592,83.7,22.2,Negative,Pneumococcal_pos,0.4,39.0,108,31,140,60,86.7,88,13,167.5,93.3,33.2,1,0,1,1,7.2,100,95.0,8.3,11.5,143.9,31.2,11.1,1.78,138,3.5,3.8,1223,175,39.6,0.477,1,0,0,0,7.35,131,27.1,15.2,87.3,1.2,0.8,0,0,4,1,1,1,0,1,124,IV,6,6,1,1,1,1,1,1,20,6,165,Moderate,1,1,1,Critical,HFNC,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,1,0,0,0,HAP_Non_VAP,Piperacillin_Tazobactam,4500,q6h,IV,3,0,None,0,0,1,1,ARDS,8.6,0,0,0,0,0,0.433,0,0,0,0,0,0,0,0,Former,0,6,Prior_Year,PCV13_only,1,1,1.5,4.1,0,,0,0,0,0,0,0,0,LTAC_or_SNF,0,0,7.2,49698
332,54.9,Adult,Male,White,Medicaid,Urban,0,0,HAP,Bacterial,S_maltophilia,1,0,J18.9,64667001,Interstitial,3.246,218.3,22.8,Contaminated,Negative,9.3,38.3,110,30,70,72,71.3,91,13,156.4,95.8,39.1,1,1,1,1,12.8,301,92.1,11.6,8.0,139.5,26.0,9.3,1.98,176,2.5,2.9,479,626,58.6,0.026,1,0,0,0,7.25,65,34.5,23.1,90.5,5.0,0.59,0,0,4,1,1,1,1,0,126,IV,6,8,2,1,0,2,2,1,16,6,110,Moderate,0,0,0,Critical,IMV,1,3.1,9.3,5.9,9.0,20.4,28.8,0,0,0,0,1,0,0,HAP_Non_VAP,Piperacillin_Tazobactam,4500,q6h,IV,5,0,Vancomycin,0,0,1,0,None,0.0,0,0,0,0,1,0.445,0,0,0,0,0,0,0,0,Former,0,3,Never,PCV13_only,0,1,4.5,7.1,0,,0,0,0,0,1,0,0,LTAC_or_SNF,0,1,1.9,38332
333,71.1,Elderly,Female,Hispanic,Medicare,Urban,0,1,CAP,Bacterial,H_influenzae,0,0,J14,233604007,Lobar_Consolidation,3.974,293.2,18.4,Negative,Pneumococcal_pos,7.7,38.7,105,19,86,67,73.3,95,11,164.4,78.6,29.1,1,1,0,0,10.7,216,84.5,16.8,5.0,144.3,35.0,12.5,2.12,161,3.6,1.6,100,201,2.4,0.152,1,0,0,0,7.39,104,30.2,20.1,96.4,1.3,0.41,0,0,4,1,1,0,1,1,109,IV,5,3,0,0,0,1,0,2,10,7,253,Mild,1,0,0,Critical,IMV,1,12.0,7.7,7.2,7.2,10.7,18.7,0,0,0,0,1,0,0,CAP_ICU,Ceftriaxone,2000,q24h,IV,3,1,Azithromycin,1,0,0,1,COVID_O2_Requiring,6.0,0,0,1,0,1,0.45,0,0,0,0,0,0,0,1,Never,0,7,Prior_Year,Both,0,1,3.7,6.6,0,,0,0,0,0,0,0,0,LTAC_or_SNF,0,0,1.2,20850
334,73.5,Elderly,Female,Hispanic,Medicaid,Urban,0,0,CAP,Bacterial,H_influenzae,0,0,J14,233604007,Patchy_Infiltrate,26.146,293.3,11.7,Negative,Negative,3.2,39.0,91,21,141,78,99.0,96,12,170.9,86.0,29.5,1,0,0,0,9.2,256,46.8,12.8,3.7,131.7,5.0,1.8,2.56,194,2.6,2.0,1146,2280,38.6,1.119,1,0,1,1,7.36,113,35.2,15.2,86.5,1.8,0.48,0,0,2,1,0,0,0,1,92,IV,3,7,0,0,1,4,0,2,15,6,235,Mild,1,0,0,Moderate,Simple_Mask,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,0,0,0,0,CAP_Inpatient_Non_ICU,Ceftriaxone,1000,q24h,IV,9,0,None,0,0,1,1,CAP_Severe,11.6,0,0,0,0,0,2.583,0,0,0,0,0,0,0,1,Current,0,5,Current,PCV13_only,0,0,0.0,4.4,0,,0,0,1,0,1,0,0,Home_with_Services,0,0,3.0,11706
335,4.9,Pediatric,Female,Black,Uninsured,Urban,0,0,VAP,Bacterial,K_pneumoniae_CRKP,0,0,J18.9,429271009,Interstitial,4.646,231.7,12.0,Negative,Negative,2.1,40.3,140,31,103,75,84.3,80,9,146.2,80.5,37.7,1,0,1,1,12.1,100,82.0,2.0,40.0,129.0,59.5,21.3,3.48,234,2.6,7.3,2913,164,180.1,0.556,1,0,1,1,7.3,146,25.1,23.3,77.4,3.7,0.66,0,0,3,1,1,1,0,0,43,I,4,7,2,1,1,0,0,3,26,3,222,Mild,1,0,1,Critical,IMV,1,5.4,8.0,6.4,9.3,11.7,21.4,0,0,0,0,1,1,0,VAP_Protocol,Meropenem,2000,q8h,IV,6,0,None,0,0,1,1,COVID_O2_Requiring,7.5,0,0,0,0,1,0.429,0,0,0,0,0,0,0,0,Former,0,1,Prior_Year,Both,0,1,3.2,6.5,0,,0,0,0,0,0,0,0,LTAC_or_SNF,0,0,4.8,33162
336,62.0,Adult,Male,Hispanic,Private,Suburban,0,0,CAP,Bacterial,S_pneumoniae,0,0,J13,233604007,Patchy_Infiltrate,1.017,229.6,16.4,Negative,Negative,2.6,39.3,99,19,121,86,97.7,98,12,154.1,84.5,35.6,1,0,0,0,13.3,235,66.4,9.2,7.3,139.8,36.2,12.9,1.91,175,3.6,1.1,100,222,768.1,0.121,1,0,0,0,7.38,46,34.4,20.9,90.3,0.5,0.55,0,0,2,1,1,0,0,0,87,III,1,5,3,0,0,0,0,2,10,6,83,Severe,0,0,0,Moderate,Simple_Mask,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,0,0,0,0,CAP_Inpatient_Non_ICU,Ceftriaxone,1000,q24h,IV,9,0,None,0,0,0,0,None,0.0,0,0,0,0,1,0.304,0,0,0,0,0,0,0,0,Never,1,2,Current,Neither,0,0,0.0,4.2,1,3.3,1,1,0,0,0,0,0,Died,0,0,1.1,12324
337,4.7,Pediatric,Male,Hispanic,Private,Urban,0,0,CAP,Atypical,M_pneumoniae,0,0,J15.7,233604007,Lobar_Consolidation,0.357,88.6,11.6,Negative,Pneumococcal_pos,5.7,39.3,93,35,112,54,73.3,96,9,162.4,67.1,25.4,1,0,0,1,11.7,102,93.3,14.3,6.5,137.1,25.1,9.0,1.35,131,1.8,3.7,1238,722,52.4,0.11,0,0,0,0,7.39,139,29.9,19.8,93.8,3.1,0.59,0,0,3,1,1,1,0,0,48,I,2,7,2,0,0,2,0,3,15,8,236,Mild,0,0,0,Severe,HFNC,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,1,0,0,0,CAP_Inpatient_Non_ICU,Ceftriaxone,1000,q24h,IV,9,0,None,0,0,1,1,COVID_O2_Requiring,11.4,0,0,0,0,1,0.134,0,0,1,0,0,1,0,0,Never,0,1,Current,PCV13_only,1,0,0.0,1.4,0,,0,0,0,0,0,0,0,SNF_or_Rehab,0,0,11.0,18806
338,42.7,Adult,Male,Other,Medicaid,Suburban,0,0,CAP,Viral,Influenza_A,0,0,J09.X1,233604007,Interstitial,0.273,121.4,21.9,Negative,Pneumococcal_pos,4.6,39.9,95,26,121,87,98.3,89,12,167.4,69.1,24.7,1,0,1,1,16.1,200,90.9,20.5,4.4,141.5,22.0,7.9,1.27,101,2.9,0.5,3642,637,157.5,0.268,0,0,0,0,7.33,40,30.9,18.6,99.3,3.2,0.22,0,1,2,1,1,0,0,0,4,I,4,7,1,1,1,1,1,2,11,5,152,Moderate,0,0,0,Moderate,Nasal_Cannula,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,0,0,0,0,CAP_Inpatient_Non_ICU,Ceftriaxone,1000,q24h,IV,10,0,None,0,0,0,0,None,0.0,1,0,0,0,1,0.05,0,0,1,0,0,0,0,0,Never,0,1,Prior_Year,PPSV23_only,0,0,0.0,1.0,0,,0,0,0,0,1,0,0,Home_with_Services,0,0,1.6,17195
339,0.6,Pediatric,Male,White,Private,Suburban,1,0,CAP,Viral,SARS_CoV2,0,0,J12.82,233604007,Lobar_Consolidation,0.249,130.9,5.5,Negative,Pneumococcal_pos,2.1,38.5,135,23,119,89,99.0,85,12,162.6,80.4,30.4,1,0,1,1,13.3,158,83.5,16.1,5.2,130.5,31.0,11.1,1.34,171,3.5,3.2,100,410,1.6,0.097,0,0,1,0,7.51,116,35.9,27.6,89.9,0.9,0.58,0,0,2,1,1,0,0,0,17,I,3,7,1,1,1,2,0,2,17,5,199,Moderate,0,0,0,Moderate,Nasal_Cannula,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,0,0,0,0,CAP_Inpatient_Non_ICU,Ceftriaxone,1000,q24h,IV,5,1,Azithromycin,0,0,0,1,COVID_O2_Requiring,6.0,1,0,0,0,1,0.022,0,1,1,0,0,0,0,0,Never,0,3,Prior_Year,Neither,0,0,0.0,5.1,0,,0,0,0,0,0,0,0,Home_with_Services,0,0,2.5,18891
340,53.6,Adult,Female,Asian,Private,Urban,0,0,CAP,Bacterial,S_pneumoniae,0,0,J13,233604007,Lobar_Consolidation,0.687,239.4,16.5,Negative,Negative,1.4,37.4,111,17,98,91,93.3,87,14,165.0,36.6,13.4,0,0,1,0,10.9,147,67.1,33.2,2.0,140.1,29.9,10.7,2.56,207,3.5,3.5,298,10,56.3,0.526,1,0,0,1,7.44,119,22.3,24.4,89.4,3.3,0.53,0,0,2,1,1,0,0,0,64,II,3,5,1,1,1,0,1,1,15,5,226,Mild,1,0,0,Moderate,NIV,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,1,0,0,0,0,CAP_Inpatient_Non_ICU,Ceftriaxone,1000,q24h,IV,10,1,Azithromycin,0,0,0,1,COVID_O2_Requiring,6.0,0,0,0,0,1,0.088,0,1,0,0,0,0,0,1,Current,0,1,Current,PPSV23_only,0,0,0.0,7.5,0,,0,0,0,0,0,0,0,Home_with_Services,0,0,4.8,7722
341,8.3,Pediatric,Female,White,Private,Urban,1,0,VAP,Bacterial,A_baumannii_XDR,0,1,J18.9,429271009,Multilobar,9.608,156.4,17.5,Negative,Negative,0.7,39.8,131,32,117,64,81.7,86,13,160.2,112.9,44.0,1,0,1,1,12.1,152,95.0,6.7,14.1,139.1,26.7,9.5,2.28,168,2.7,1.9,619,655,77.1,0.092,1,0,0,0,7.3,101,22.6,18.7,95.3,2.9,0.68,0,1,3,1,1,1,0,0,41,I,4,8,3,1,0,1,2,1,27,8,149,Moderate,0,0,1,Critical,IMV_ECMO,1,5.3,1.6,6.7,11.1,13.2,22.6,0,1,0,0,0,0,0,VAP_Protocol,Meropenem,2000,q8h,IV,5,0,None,0,0,0,1,COVID_O2_Requiring,9.9,0,0,0,0,1,2.992,1,0,0,0,0,1,0,0,Current,0,1,Prior_Year,PPSV23_only,1,1,3.6,4.1,0,,0,0,1,1,0,0,1,LTAC_or_SNF,0,0,4.4,81787
342,64.7,Adult,Female,Hispanic,Medicare,Suburban,0,0,CAP,Bacterial,S_pneumoniae,0,0,J13,233604007,Patchy_Infiltrate,10.19,266.8,12.0,Negative,Negative,4.8,38.6,76,17,131,65,87.0,100,15,152.1,127.5,55.2,1,0,0,0,11.9,58,75.5,20.5,3.7,141.7,5.0,1.8,1.41,80,2.9,0.5,1851,200,11.7,0.049,0,1,0,0,7.46,61,42.7,16.3,93.6,0.5,0.21,0,0,0,0,0,0,0,0,55,II,0,4,1,1,1,1,0,0,14,0,289,Mild,1,0,0,Mild,Nasal_Cannula,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,0,0,0,0,CAP_Mild_Outpatient,Amoxicillin,1000,q8h,PO,10,1,Azithromycin,0,0,0,0,None,0.0,0,0,0,0,0,1.753,1,0,0,0,0,0,0,0,Never,0,2,Never,PCV13_only,1,0,0.0,7.7,0,,0,0,0,0,0,0,0,Home,0,0,7.4,18164
343,41.6,Adult,Male,Asian,Medicare,Suburban,0,0,HAP,Bacterial,K_pneumoniae_MDR,0,0,J18.9,64667001,Lobar_Consolidation,2.881,177.2,10.2,Negative,Negative,0.2,39.5,93,22,134,57,82.7,90,13,162.1,83.7,31.9,1,0,1,1,14.1,109,95.0,22.0,4.3,134.5,54.6,19.5,2.11,242,3.4,3.4,1969,1558,41.3,0.084,1,0,1,1,7.44,40,35.9,32.2,90.1,4.7,0.52,0,0,2,1,1,0,0,0,9,I,3,6,3,1,1,0,0,1,17,6,68,Severe,0,0,0,Moderate,Nasal_Cannula,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,0,0,0,0,HAP_Non_VAP,Piperacillin_Tazobactam,4500,q6h,IV,12,0,None,0,0,0,1,CAP_Severe,10.5,0,0,0,0,0,0.812,0,0,1,0,0,0,0,0,Never,0,1,Current,PCV13_only,0,0,0.0,2.9,0,,0,0,0,0,1,0,0,Home_with_Services,1,0,5.9,31842
344,68.4,Elderly,Female,Black,Private,Urban,0,0,HAP,Bacterial,Enterobacter_spp,0,0,J18.9,64667001,Patchy_Infiltrate,6.375,189.2,4.6,Negative,Legionella_pos,0.6,37.9,94,29,140,55,83.3,87,12,165.7,94.6,34.5,0,0,1,1,12.1,243,83.8,20.5,4.1,138.1,41.2,14.7,2.15,179,3.0,2.8,185,1296,372.1,1.613,1,0,0,0,7.4,139,30.6,30.0,97.2,3.1,0.63,0,0,3,1,1,0,0,1,97,IV,4,8,2,1,0,1,2,2,24,5,220,Mild,1,0,0,Severe,Simple_Mask,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,0,0,0,0,HAP_Non_VAP,Piperacillin_Tazobactam,4500,q6h,IV,10,1,Azithromycin,1,0,0,1,COVID_O2_Requiring,6.9,0,0,0,0,1,0.778,0,0,1,1,1,0,0,0,Never,0,4,Current,Both,0,1,3.7,4.3,0,,0,0,0,0,0,0,0,SNF_or_Rehab,0,1,1.7,34508
345,79.5,Elderly,Female,Black,Medicare,Urban,0,1,CAP,Atypical,C_pneumoniae,0,0,J18.9,233604007,Multilobar,0.766,77.9,10.9,Negative,Negative,4.9,40.3,101,23,122,73,89.3,90,15,164.6,103.8,38.3,1,0,1,1,13.0,234,84.0,20.7,4.1,134.3,24.9,8.9,1.29,153,3.7,2.4,470,421,16.6,0.083,0,0,1,0,7.35,40,42.9,29.2,99.7,3.0,0.45,0,0,2,0,1,0,0,1,88,III,4,5,3,0,1,0,1,0,15,6,50,Severe,0,0,0,Moderate,NIV,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,1,0,0,0,0,CAP_Inpatient_Non_ICU,Ceftriaxone,1000,q24h,IV,7,1,Azithromycin,0,0,0,1,CAP_Severe,7.3,0,0,0,0,0,0.241,1,0,0,0,0,0,0,1,Former,0,4,Current,Both,0,0,0.0,3.9,0,,0,0,0,0,0,0,0,Home_with_Services,0,0,2.5,14711
346,69.4,Elderly,Female,White,Private,Suburban,0,0,CAP,Atypical,M_pneumoniae,0,0,J15.7,233604007,Lobar_Consolidation,0.166,10.3,12.1,Positive,Pneumococcal_pos,2.6,39.6,102,12,87,80,82.3,85,12,169.2,50.9,17.8,1,1,1,0,8.8,117,76.1,21.0,3.6,135.1,30.6,10.9,1.25,110,3.4,2.1,7652,652,7.5,0.084,0,0,0,0,7.51,80,31.4,19.5,95.7,3.9,0.53,0,0,4,1,1,0,1,1,109,IV,5,9,3,1,1,1,1,2,35,7,152,Moderate,0,0,1,Critical,HFNC,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,1,0,0,0,CAP_ICU,Ceftriaxone,2000,q24h,IV,10,0,None,0,0,0,0,None,0.0,0,0,0,0,1,0.046,0,0,1,0,0,0,0,1,Current,0,5,Current,Both,1,1,1.4,1.5,0,,0,0,0,0,1,0,1,LTAC_or_SNF,0,0,5.2,46611
347,41.2,Adult,Male,White,Private,Suburban,0,0,CAP,Bacterial,S_pneumoniae,0,0,J13,233604007,Interstitial,9.26,141.7,19.7,Negative,Negative,0.8,38.6,92,22,145,87,106.3,95,12,172.6,100.4,33.7,1,0,0,1,12.1,240,93.9,16.1,5.8,132.7,33.0,11.8,0.4,152,3.1,4.9,181,2602,6.4,0.01,0,0,1,0,7.43,45,32.7,20.9,86.5,0.7,0.56,0,0,2,1,1,0,0,0,23,I,1,8,2,0,1,2,1,2,20,6,80,Severe,0,0,0,Moderate,Nasal_Cannula,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,0,0,0,0,CAP_Inpatient_Non_ICU,Ceftriaxone,1000,q24h,IV,3,1,Azithromycin,0,0,1,1,COVID_O2_Requiring,6.0,0,0,0,0,0,1.183,0,0,0,0,0,0,0,0,Never,0,1,Current,PCV13_only,0,0,0.0,5.8,0,,0,0,0,0,0,0,0,Home_with_Services,0,0,3.1,5000
348,63.1,Adult,Male,White,Uninsured,Urban,0,1,CAP,Bacterial,S_pneumoniae,0,0,J13,233604007,Lobar_Consolidation,0.197,199.0,10.0,Negative,Negative,0.4,37.9,93,23,96,66,76.0,91,15,175.5,70.6,22.9,0,0,1,1,12.0,144,85.5,26.2,3.3,134.1,33.2,11.9,2.08,176,3.9,0.9,342,1783,46.2,0.039,1,0,1,0,7.32,137,31.9,24.7,88.9,1.1,0.44,0,0,1,0,1,0,0,0,71,II,2,1,0,0,0,0,1,0,12,1,307,None,0,0,0,Mild,Nasal_Cannula,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,0,0,0,0,CAP_Mild_Outpatient,Amoxicillin,1000,q8h,PO,3,1,Azithromycin,0,0,0,1,COVID_O2_Requiring,8.1,0,0,0,0,0,0.074,0,0,0,0,0,0,0,0,Current,0,1,Current,Both,0,0,0.0,8.0,0,,0,0,1,0,0,0,0,Home,0,0,1.6,34736
349,76.1,Elderly,Female,Hispanic,Medicare,Urban,0,0,CAP,Atypical,C_pneumoniae,0,0,J18.9,233604007,Lobar_Consolidation,0.093,61.1,16.3,Negative,Negative,11.0,39.8,87,21,119,71,87.0,100,10,161.0,130.4,50.3,1,0,0,0,9.9,253,94.1,23.6,4.0,136.0,5.0,1.8,1.22,171,3.0,6.1,691,507,30.3,0.236,0,0,0,0,7.41,134,47.8,19.4,98.0,3.6,0.59,0,0,2,1,0,0,0,1,93,IV,3,6,2,0,1,0,1,2,23,2,228,Mild,0,0,0,Moderate,IMV,1,22.7,2.9,7.2,7.5,12.5,24.8,0,0,0,0,1,1,0,CAP_Inpatient_Non_ICU,Ceftriaxone,1000,q24h,IV,9,1,Azithromycin,0,1,1,0,None,0.0,0,0,0,0,0,0.022,0,0,0,0,0,0,0,0,Never,0,4,Current,Neither,0,0,0.0,1.5,0,,0,0,1,0,0,0,0,Home_with_Services,1,0,1.0,16686
350,5.2,Pediatric,Male,Hispanic,Private,Rural,0,0,CAP,Bacterial,S_aureus_MSSA,0,0,J15.21,233604007,Patchy_Infiltrate,8.344,246.7,8.0,Negative,Pneumococcal_pos,0.5,37.9,100,25,106,69,81.3,93,10,150.7,75.9,33.4,0,0,0,1,11.3,188,82.1,10.0,8.2,134.6,23.1,8.3,0.8,127,3.8,4.2,211,9481,2.1,0.276,0,0,1,0,7.37,107,37.1,18.6,93.8,5.1,0.5,0,0,2,1,1,0,0,0,17,I,2,10,2,2,0,2,2,2,23,4,213,Mild,1,0,0,Critical,IMV,1,6.8,12.3,5.3,5.5,11.1,15.0,0,0,0,0,0,0,0,CAP_ICU,Ceftriaxone,2000,q24h,IV,12,0,None,0,0,0,0,None,0.0,0,0,0,0,1,1.059,0,0,1,0,0,0,0,0,Former,1,2,Current,Both,0,0,0.0,2.4,0,,0,0,0,0,0,0,0,LTAC_or_SNF,0,0,8.6,5000
351,48.9,Adult,Male,White,Private,Urban,0,1,CAP,Fungal,P_jirovecii,0,0,J18.9,233604007,Patchy_Infiltrate,0.693,81.6,16.7,Contaminated,Pneumococcal_pos,0.5,40.9,122,14,104,63,76.7,94,14,182.0,100.0,30.2,1,0,0,0,12.7,176,79.6,17.3,4.6,133.7,21.0,7.5,1.87,151,3.9,3.5,3406,141,39.6,0.063,1,0,1,0,7.39,58,37.1,28.5,89.8,2.3,0.48,0,0,2,1,1,0,0,0,27,I,1,3,1,1,0,0,0,1,14,7,122,Moderate,0,0,0,Moderate,Nasal_Cannula,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,0,0,0,0,CAP_Inpatient_Non_ICU,Ceftriaxone,1000,q24h,IV,4,1,Azithromycin,0,0,1,1,COVID_O2_Requiring,11.3,0,1,0,0,0,0.172,0,0,0,0,0,0,0,0,Never,0,1,Current,Both,1,0,0.0,8.0,0,,0,0,0,0,1,0,0,Home_with_Services,0,0,2.4,17923
352,0.6,Pediatric,Female,White,Medicare,Rural,1,0,HAP,Bacterial,S_aureus_MRSA,1,0,J15.212,64667001,Lobar_Consolidation,4.681,257.0,3.5,Negative,Negative,0.9,38.5,77,10,123,78,93.0,89,12,172.2,76.1,25.6,1,0,1,0,11.7,186,86.6,5.4,16.2,131.1,26.5,9.4,2.05,132,3.7,1.0,272,68,4.7,0.079,1,0,1,0,7.31,44,38.1,22.1,90.6,1.6,0.61,0,0,2,1,1,0,0,0,29,I,3,9,3,0,1,2,1,2,22,5,73,Severe,0,0,0,Moderate,Simple_Mask,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,0,0,0,0,HAP_Non_VAP,Piperacillin_Tazobactam,4500,q6h,IV,8,0,Vancomycin,1,0,1,0,None,0.0,0,0,1,1,1,0.914,0,0,0,0,0,0,1,1,Former,1,1,Never,PPSV23_only,0,0,0.0,2.0,0,,0,0,1,1,1,0,0,Home_with_Services,0,1,5.1,9832
353,69.1,Elderly,Female,White,Medicare,Urban,1,1,CAP,Viral,Influenza_A,0,0,J09.X1,233604007,Patchy_Infiltrate,0.077,77.3,24.8,Negative,Negative,3.9,40.4,109,19,116,75,88.7,86,11,157.5,128.3,51.7,1,0,1,0,9.0,377,94.5,24.5,3.9,144.5,35.9,12.8,2.05,220,3.1,3.6,100,358,36.1,1.3,1,0,0,1,7.39,111,24.8,18.2,97.3,4.8,0.42,0,0,3,1,1,0,0,1,99,IV,3,4,1,0,0,1,0,2,16,7,263,Mild,1,0,0,Severe,IMV,1,21.3,11.0,6.6,5.5,9.6,16.3,0,0,0,0,1,1,1,CAP_Inpatient_Non_ICU,Ceftriaxone,1000,q24h,IV,9,1,Azithromycin,0,1,0,0,None,0.0,1,0,0,0,1,0.029,1,0,0,1,0,0,0,1,Former,0,6,Current,Neither,0,0,0.0,1.9,0,,0,0,0,0,1,0,0,SNF_or_Rehab,0,1,1.7,18690
354,71.2,Elderly,Female,White,Medicare,Urban,0,0,CAP,Atypical,M_pneumoniae,0,0,J15.7,233604007,Patchy_Infiltrate,0.194,77.6,13.5,Negative,Negative,3.7,38.7,127,25,121,73,89.0,88,11,171.1,68.7,23.5,1,0,1,1,11.3,147,90.1,16.9,5.3,134.8,5.0,1.8,2.17,188,4.5,3.1,212,201,5.2,3.399,1,0,1,1,7.34,86,32.5,26.6,99.2,1.2,0.33,0,0,2,1,0,0,0,1,89,III,6,4,1,0,0,0,1,2,16,6,261,Mild,1,0,0,Moderate,Nasal_Cannula,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,0,0,0,0,CAP_Inpatient_Non_ICU,Ceftriaxone,1000,q24h,IV,6,0,None,0,1,0,0,None,0.0,0,0,0,0,0,0.031,0,1,0,0,0,0,0,0,Former,0,4,Current,PCV13_only,0,0,0.0,10.0,0,,0,0,0,0,1,0,0,Home_with_Services,1,0,4.5,21584
355,92.9,Elderly,Female,White,Medicare,Urban,0,1,CAP,Atypical,M_pneumoniae,0,0,J15.7,233604007,Patchy_Infiltrate,0.273,62.1,2.0,Negative,Negative,1.1,40.1,95,10,101,77,85.0,87,12,179.7,105.6,32.7,1,0,1,0,11.3,226,80.3,25.0,3.2,138.8,6.6,2.4,0.82,125,3.5,0.5,672,10,7.2,0.409,0,0,0,0,7.39,47,39.8,21.1,94.6,2.1,0.4,0,0,2,1,0,0,0,1,126,IV,5,9,3,1,1,2,0,2,24,4,117,Moderate,1,0,0,Moderate,NIV,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,1,0,0,0,0,CAP_Inpatient_Non_ICU,Ceftriaxone,1000,q24h,IV,7,1,Azithromycin,0,0,0,0,None,0.0,0,0,0,0,1,0.098,0,0,1,1,0,0,0,0,Current,0,5,Current,PPSV23_only,0,0,0.0,11.4,0,,0,0,1,0,0,1,0,Home_with_Services,0,1,1.0,15764
356,72.0,Elderly,Male,Asian,Medicare,Urban,1,0,CAP,Bacterial,S_pneumoniae,1,0,J13,233604007,Patchy_Infiltrate,17.329,382.9,10.5,Negative,Negative,1.0,38.2,91,19,110,79,89.3,95,15,187.0,93.8,26.8,0,0,0,0,12.3,257,61.2,15.2,4.0,129.9,17.2,6.1,1.1,104,3.4,0.5,144,127,6.9,0.82,0,0,1,0,7.42,46,36.3,15.0,90.7,1.4,0.52,0,0,1,0,0,0,0,1,87,III,2,4,1,1,0,2,0,0,10,4,88,Severe,0,0,0,Mild,Nasal_Cannula,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,0,0,0,0,CAP_Mild_Outpatient,Amoxicillin,1000,q8h,PO,10,0,Vancomycin,1,0,0,0,None,0.0,0,0,1,0,1,5.369,0,0,1,1,0,0,0,1,Never,0,3,Never,Both,0,0,0.0,4.2,0,,0,0,0,0,0,1,0,Home,0,0,1.7,10743
357,74.9,Elderly,Male,Hispanic,Private,Rural,0,1,HAP,Bacterial,S_aureus_MSSA,1,0,J15.21,64667001,Interstitial,3.887,268.6,11.1,Negative,Pneumococcal_pos,1.8,39.3,126,17,91,74,79.7,87,13,170.8,88.9,30.5,1,0,1,0,11.4,113,90.0,2.0,40.0,141.0,34.1,12.2,2.06,176,3.0,3.7,936,854,400.1,1.831,1,0,0,0,7.33,199,47.3,17.0,89.0,3.6,0.68,1,1,3,1,1,0,0,1,95,IV,5,5,1,0,1,1,1,1,25,5,292,Mild,0,0,0,Severe,IMV,1,23.9,11.0,7.2,8.4,14.7,27.7,0,0,0,0,1,1,0,HAP_Non_VAP,Piperacillin_Tazobactam,4500,q6h,IV,8,1,Azithromycin,1,0,0,1,CAP_Severe,6.0,0,0,0,0,0,1.119,0,1,0,0,0,1,0,0,Never,0,4,Current,Neither,0,0,0.0,4.0,0,,0,0,0,0,0,0,1,SNF_or_Rehab,1,0,2.7,13266
358,95.0,Elderly,Female,White,Private,Urban,1,0,CAP,Viral,Influenza_A,0,0,J09.X1,233604007,Patchy_Infiltrate,0.282,2.0,11.3,Negative,Negative,4.8,39.7,86,23,106,60,75.3,94,15,179.7,85.0,26.3,1,0,0,1,10.9,82,66.2,30.6,2.2,137.1,38.0,13.6,2.21,136,2.6,2.3,909,362,41.2,2.214,1,1,0,0,7.36,220,32.2,20.3,97.5,1.1,0.61,0,0,2,0,1,0,0,1,93,IV,2,1,0,1,0,0,0,0,12,4,363,None,0,0,0,Moderate,Nasal_Cannula,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,0,0,0,0,CAP_Inpatient_Non_ICU,Ceftriaxone,1000,q24h,IV,8,1,Azithromycin,0,1,0,0,None,0.0,1,0,1,0,0,0.032,0,0,1,0,0,1,0,1,Former,0,3,Never,PPSV23_only,0,0,0.0,11.6,0,,0,0,0,0,0,0,0,Home_with_Services,0,1,1.9,19183
359,61.8,Adult,Female,Black,Medicare,Rural,0,1,CAP,Viral,Influenza_A,0,0,J09.X1,233604007,Patchy_Infiltrate,0.21,71.8,12.3,Negative,Pneumococcal_pos,2.9,39.4,101,33,111,82,91.7,92,11,154.7,65.3,27.3,1,0,0,1,11.0,160,80.1,16.6,4.8,135.1,45.1,16.1,0.5,134,3.9,1.3,100,107,106.7,0.089,0,0,0,0,7.44,102,41.9,23.8,98.6,1.5,0.44,0,0,3,1,1,1,0,0,117,IV,4,5,1,0,0,2,0,2,10,6,230,Mild,1,0,0,Severe,Nasal_Cannula,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,0,0,0,0,CAP_Inpatient_Non_ICU,Ceftriaxone,1000,q24h,IV,5,1,Azithromycin,0,0,1,1,COVID_O2_Requiring,9.7,1,0,0,0,0,0.017,0,0,1,0,0,0,0,0,Former,0,3,Current,Both,0,0,0.0,8.3,0,,0,0,0,0,0,0,0,SNF_or_Rehab,0,1,2.1,20903
360,53.0,Adult,Male,Asian,Medicare,Urban,0,0,CAP,Bacterial,S_pneumoniae,0,0,J13,233604007,Patchy_Infiltrate,3.029,230.9,11.3,Positive,Negative,3.9,40.0,86,23,143,73,96.3,89,10,167.6,25.0,8.9,1,0,1,1,11.8,246,79.5,8.7,9.2,134.6,24.8,8.9,1.89,111,2.9,4.1,241,429,1811.8,0.055,1,0,1,0,7.33,112,40.2,23.0,92.8,1.6,0.48,0,0,2,1,1,0,0,0,94,IV,3,7,1,1,1,0,2,2,19,4,234,Mild,0,0,0,Moderate,HFNC,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,1,0,0,0,CAP_Inpatient_Non_ICU,Ceftriaxone,1000,q24h,IV,8,0,None,0,0,1,0,None,0.0,0,0,0,0,0,1.068,0,0,0,0,0,0,0,0,Current,0,1,Current,Neither,0,0,0.0,11.9,0,,0,0,0,0,0,0,0,Home_with_Services,0,0,6.0,7509
361,71.4,Elderly,Female,White,Medicare,Rural,0,0,CAP,Fungal,P_jirovecii,0,0,J18.9,233604007,Patchy_Infiltrate,0.155,96.8,9.6,Negative,Negative,2.1,38.3,65,21,111,67,81.7,87,12,164.3,103.6,38.4,0,0,1,0,14.1,185,64.9,23.6,2.8,140.8,33.3,11.9,1.8,106,3.8,0.5,485,359,12.6,0.966,1,0,0,0,7.37,64,37.8,28.2,92.3,2.7,0.34,0,0,3,1,1,0,0,1,101,IV,5,7,2,1,0,1,1,2,14,6,190,Moderate,1,0,0,Severe,HFNC,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,1,0,0,0,CAP_Inpatient_Non_ICU,Ceftriaxone,1000,q24h,IV,7,0,None,0,1,0,1,CAP_Severe,6.0,0,1,0,0,1,0.039,1,0,1,0,0,0,0,1,Current,0,1,Current,Both,0,0,0.0,2.2,0,,0,0,1,0,1,0,1,SNF_or_Rehab,0,0,2.4,5000
362,9.3,Pediatric,Male,White,Private,Rural,0,0,CAP,Bacterial,H_influenzae,0,0,J14,233604007,Lobar_Consolidation,5.844,275.9,7.9,Negative,Negative,2.4,38.8,96,26,77,75,75.7,93,15,171.8,69.2,23.5,1,1,0,1,12.7,192,82.8,28.9,2.9,125.5,31.9,11.4,1.79,153,3.9,1.1,746,877,113.2,0.034,1,0,1,0,7.33,162,38.9,22.4,98.7,2.0,0.44,0,0,2,0,1,0,1,0,16,I,3,1,0,0,0,1,0,0,13,4,368,None,0,0,0,Moderate,Room_Air,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,0,0,0,0,CAP_Inpatient_Non_ICU,Ceftriaxone,1000,q24h,IV,7,1,Azithromycin,0,0,1,0,None,0.0,0,0,0,0,0,2.267,0,0,0,0,0,1,0,0,Former,1,3,Prior_Year,PCV13_only,0,0,0.0,2.7,0,,0,0,0,0,0,0,0,Home_with_Services,0,0,1.4,5525
363,3.7,Pediatric,Female,White,Medicare,Suburban,0,0,CAP,Bacterial,S_pneumoniae,0,0,J13,233604007,Lobar_Consolidation,5.384,168.3,18.2,Negative,Negative,0.3,40.0,78,23,138,75,96.0,90,14,185.7,105.7,30.7,1,0,1,1,14.8,266,95.0,14.6,6.5,133.6,32.0,11.4,1.9,140,3.6,1.1,199,130,5.6,0.037,1,0,1,0,7.34,74,34.5,21.0,99.9,3.4,0.25,0,1,2,1,1,0,0,0,25,I,3,7,0,1,2,3,0,1,21,3,295,Mild,0,0,0,Moderate,Simple_Mask,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,0,0,0,0,CAP_Inpatient_Non_ICU,Ceftriaxone,1000,q24h,IV,6,1,Azithromycin,1,0,0,0,None,0.0,0,0,0,0,0,1.242,0,1,0,0,0,0,0,0,Former,0,1,Never,PCV13_only,1,0,0.0,1.0,0,,0,0,0,0,0,0,0,Home_with_Services,0,1,2.4,11165
364,4.4,Pediatric,Male,White,Private,Urban,0,0,HAP,Bacterial,P_aeruginosa,0,1,J15.1,64667001,Lobar_Consolidation,10.33,173.7,22.0,Negative,Legionella_pos,2.9,38.8,112,27,110,78,88.7,91,11,170.7,87.7,30.1,1,0,1,1,13.3,115,79.7,11.4,7.0,134.5,34.7,12.4,3.03,270,2.6,4.4,974,2231,396.0,0.081,1,0,1,1,7.36,93,21.4,26.0,83.0,2.4,0.62,0,0,2,1,1,0,0,0,5,I,4,7,2,1,0,1,1,2,21,4,149,Moderate,0,0,0,Moderate,HFNC,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,1,0,0,0,HAP_Non_VAP,Piperacillin_Tazobactam,4500,q6h,IV,8,0,None,0,0,0,0,None,0.0,0,0,1,0,1,2.655,0,0,0,0,0,0,0,0,Former,0,2,Current,Neither,0,0,0.0,1.0,0,,0,0,0,0,0,0,0,Home_with_Services,0,1,1.0,20479
365,95.0,Elderly,Male,Black,Medicare,Suburban,1,0,HAP,Fungal,Candida_spp,1,0,J18.9,64667001,Lobar_Consolidation,0.637,122.8,13.9,Negative,Negative,0.4,39.7,128,31,104,55,71.3,86,12,157.7,106.4,42.8,1,0,1,1,14.4,178,89.2,15.0,5.9,135.3,26.2,9.4,0.73,186,2.9,0.5,419,92,10.3,0.169,0,0,0,1,7.41,216,36.6,25.7,89.8,2.6,0.89,0,0,4,1,1,1,0,1,143,V,6,4,1,0,0,0,1,2,11,8,243,Mild,0,0,0,Critical,IMV,1,3.8,16.7,7.6,6.1,14.3,24.0,0,0,0,0,1,0,0,HAP_Non_VAP,Piperacillin_Tazobactam,4500,q6h,IV,5,0,Vancomycin,0,0,1,1,CAP_Severe,10.2,0,1,0,0,1,0.254,0,1,1,1,0,0,0,0,Never,0,4,Never,Neither,0,1,4.0,6.1,0,,0,0,0,0,0,0,0,LTAC_or_SNF,0,0,2.8,79239
366,69.9,Elderly,Male,Other,Medicare,Urban,0,0,CAP,Bacterial,H_influenzae,0,0,J14,233604007,Multilobar,4.343,260.1,14.0,Positive,Negative,10.4,38.6,134,25,105,87,93.0,94,13,154.1,97.6,41.1,1,0,0,1,14.7,96,95.0,9.2,10.4,146.9,12.6,4.5,2.35,105,1.9,1.3,904,159,15.4,0.012,1,1,0,0,7.35,59,38.8,22.1,98.0,3.0,0.27,0,0,2,1,0,0,0,1,91,III,2,6,1,1,0,2,1,1,17,3,219,Mild,0,0,0,Moderate,Simple_Mask,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,0,0,0,0,CAP_Inpatient_Non_ICU,Ceftriaxone,1000,q24h,IV,8,0,None,0,0,1,0,None,0.0,0,0,0,0,1,1.305,1,1,0,0,0,0,0,0,Never,1,3,Current,PCV13_only,0,0,0.0,2.8,0,,0,0,0,0,1,0,0,Home_with_Services,0,0,2.7,5048
367,54.0,Adult,Male,White,Uninsured,Rural,0,1,HAP,Bacterial,S_aureus_MRSA,1,1,J15.212,64667001,Patchy_Infiltrate,69.165,127.1,10.4,Contaminated,Negative,2.2,39.6,114,30,84,66,72.0,94,9,186.1,25.8,7.4,1,1,0,1,14.1,194,91.5,7.8,11.7,133.6,21.6,7.7,2.68,109,2.8,1.0,1531,7758,137.5,0.049,1,0,1,0,7.38,64,36.7,22.1,89.0,4.9,0.64,0,0,4,1,1,1,1,0,100,IV,4,11,3,1,1,2,1,3,31,8,100,Moderate,1,0,1,Critical,IMV,1,13.3,13.1,6.2,10.1,13.2,24.1,1,0,0,0,1,0,0,HAP_Non_VAP,Piperacillin_Tazobactam,4500,q6h,IV,7,1,Azithromycin,0,0,0,0,None,0.0,0,0,0,0,1,12.174,0,0,1,0,0,0,0,0,Never,0,1,Current,PPSV23_only,0,1,1.2,3.7,0,,0,0,0,0,1,0,0,LTAC_or_SNF,0,1,2.8,50295
368,78.7,Elderly,Female,Black,Medicare,Urban,0,0,CAP,Bacterial,K_pneumoniae,0,0,J15.0,233604007,Patchy_Infiltrate,5.924,60.5,14.4,Negative,Negative,2.5,38.9,119,22,148,65,92.7,92,14,173.7,93.5,31.0,1,0,0,1,9.7,218,73.3,26.5,2.8,140.9,29.6,10.6,2.21,167,3.7,1.6,241,73,44.5,0.06,1,0,0,0,7.4,40,36.7,21.0,91.5,0.5,0.49,0,0,3,1,1,0,0,1,108,IV,5,7,2,1,1,2,0,1,25,5,54,Severe,1,0,0,Severe,Nasal_Cannula,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,0,0,0,0,CAP_Inpatient_Non_ICU,Ceftriaxone,1000,q24h,IV,5,1,Azithromycin,0,0,0,1,COVID_O2_Requiring,6.0,0,0,0,0,0,2.013,0,0,1,0,1,0,0,0,Never,0,5,Never,PPSV23_only,0,0,0.0,4.1,1,7.1,1,1,0,0,0,0,0,Died,0,0,1.0,12472
369,63.4,Adult,Male,White,Medicare,Urban,0,0,HCAP,Bacterial,S_pneumoniae,0,0,J13,422400008,Patchy_Infiltrate,0.93,202.6,17.2,Negative,Negative,8.7,38.7,120,27,102,59,73.3,90,11,172.9,72.4,24.2,1,0,1,1,12.2,226,85.3,11.0,7.7,142.2,34.8,12.4,1.96,155,2.8,4.8,1496,230,9.5,0.067,1,0,0,0,7.26,90,38.9,16.3,89.3,4.1,0.69,0,1,2,1,1,0,0,0,81,III,4,9,3,1,1,2,0,2,28,5,131,Moderate,1,1,1,Critical,IMV_ECMO,1,2.7,4.8,7.3,13.4,16.0,20.1,1,1,0,0,1,1,0,CAP_ICU,Ceftriaxone,2000,q24h,IV,3,1,Azithromycin,0,0,0,1,COVID_O2_Requiring,6.5,0,0,1,0,1,0.143,0,0,1,0,0,0,0,0,Current,0,3,Current,Both,0,1,1.6,1.7,0,,0,0,0,0,1,1,0,LTAC_or_SNF,0,0,4.0,54345
370,61.2,Adult,Male,Hispanic,Medicare,Urban,1,0,CAP,Unknown,Unknown,0,0,J18.9,233604007,Patchy_Infiltrate,0.12,32.0,12.8,Negative,Pneumococcal_pos,6.6,38.5,93,27,83,60,67.7,94,12,164.2,105.6,39.2,1,1,0,1,14.5,124,84.3,11.1,7.6,139.7,19.7,7.0,0.59,203,3.0,3.1,217,50,3.9,0.428,0,0,0,1,7.41,92,31.3,31.8,95.2,0.7,0.32,0,0,3,1,1,0,1,0,99,IV,4,6,1,0,0,3,0,2,12,5,290,Mild,1,0,0,Severe,Simple_Mask,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,0,0,0,0,CAP_Inpatient_Non_ICU,Ceftriaxone,1000,q24h,IV,11,1,Azithromycin,0,0,1,0,None,0.0,0,0,0,0,0,0.028,0,0,0,0,0,1,0,1,Former,0,2,Never,PPSV23_only,1,0,0.0,9.2,0,,0,0,1,0,0,0,1,SNF_or_Rehab,0,1,3.0,6441
371,73.4,Elderly,Female,Black,Uninsured,Suburban,0,0,CAP,Viral,SARS_CoV2,0,0,J12.82,233604007,Patchy_Infiltrate,0.171,76.9,15.6,Positive,Negative,3.3,38.8,64,20,122,52,75.3,100,15,170.9,93.0,31.8,1,0,0,0,15.0,196,93.4,14.0,6.7,134.7,31.2,11.1,2.21,158,3.2,0.6,548,86,29.0,0.107,1,0,1,0,7.48,76,45.8,21.2,89.9,3.1,0.47,0,0,2,0,1,0,0,1,61,II,2,3,3,0,0,0,0,0,13,6,161,Moderate,0,0,0,Moderate,Simple_Mask,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,0,0,0,0,CAP_Inpatient_Non_ICU,Ceftriaxone,1000,q24h,IV,10,0,None,0,1,0,0,None,0.0,1,0,0,0,0,0.023,1,0,1,0,0,0,0,0,Current,0,4,Prior_Year,Neither,0,0,0.0,1.6,0,,0,0,1,0,0,0,0,Home_with_Services,0,0,8.4,16357
372,45.6,Adult,Female,White,Private,Rural,0,0,CAP,Unknown,Unknown,0,0,J18.9,233604007,Patchy_Infiltrate,0.536,79.6,15.7,Negative,Negative,3.4,38.8,131,29,134,79,97.3,93,12,157.1,93.3,37.8,1,0,0,1,10.4,112,92.0,22.1,4.2,131.7,23.3,8.3,1.11,72,3.9,2.9,682,425,9.5,0.26,0,0,1,0,7.28,108,30.2,24.0,93.6,4.9,0.39,0,0,2,1,1,0,0,0,24,I,2,6,1,1,1,0,1,2,20,6,277,Mild,0,0,0,Moderate,HFNC,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,1,0,0,0,CAP_Inpatient_Non_ICU,Ceftriaxone,1000,q24h,IV,6,1,Azithromycin,0,0,1,1,ARDS,13.3,0,0,0,0,0,0.213,0,0,0,0,0,1,0,0,Current,1,2,Current,PPSV23_only,0,0,0.0,1.0,0,,0,0,0,0,0,0,0,Home_with_Services,0,0,6.4,15190
373,70.3,Elderly,Male,White,Private,Urban,0,0,CAP,Fungal,P_jirovecii,0,0,J18.9,233604007,Patchy_Infiltrate,0.129,64.6,8.8,Negative,Pneumococcal_pos,1.2,40.2,82,18,116,95,102.0,94,14,172.3,74.0,24.9,1,0,0,0,13.3,185,52.1,3.9,13.2,139.9,14.5,5.2,1.39,110,3.3,1.8,6539,982,2.0,0.223,0,0,0,0,7.51,44,35.6,16.8,94.8,0.5,0.28,0,0,2,1,0,0,0,1,104,IV,3,7,2,1,0,2,1,1,17,3,157,Moderate,0,0,0,Moderate,Simple_Mask,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,0,0,0,0,CAP_Inpatient_Non_ICU,Ceftriaxone,1000,q24h,IV,10,1,Azithromycin,0,1,1,1,COVID_O2_Requiring,8.1,0,1,0,0,0,0.049,0,0,0,0,0,0,0,0,Current,0,2,Current,PCV13_only,0,0,0.0,1.0,0,,0,0,0,0,0,0,0,Home_with_Services,0,0,1.7,18423
374,93.7,Elderly,Male,Hispanic,Uninsured,Suburban,0,0,HAP,Bacterial,S_aureus_MRSA,1,0,J15.212,64667001,Lobar_Consolidation,3.134,253.0,20.6,Negative,Negative,1.8,39.9,129,32,94,50,64.7,90,12,155.1,59.9,24.9,1,0,1,1,11.8,297,72.0,16.3,4.4,143.0,24.9,8.9,2.07,129,4.1,4.5,312,386,20.6,0.122,1,0,0,0,7.34,176,39.5,25.3,90.2,1.5,0.61,0,0,4,1,1,1,0,1,133,V,6,6,0,1,1,1,1,2,11,8,289,Mild,0,0,0,Critical,NIV,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,1,0,0,0,0,HAP_Non_VAP,Piperacillin_Tazobactam,4500,q6h,IV,5,1,Azithromycin,0,0,0,0,None,0.0,0,0,0,0,0,1.115,0,0,0,1,1,1,1,0,Current,0,6,Never,PPSV23_only,0,0,0.0,8.4,0,,0,0,0,0,0,0,0,LTAC_or_SNF,0,0,1.7,23263
375,4.0,Pediatric,Male,Other,Medicare,Rural,0,0,CAP,Atypical,C_pneumoniae,0,0,J18.9,233604007,Patchy_Infiltrate,0.061,63.5,14.8,Negative,Negative,0.2,39.6,121,30,85,55,65.0,85,12,164.0,70.5,26.2,1,1,1,1,14.8,152,81.8,27.2,3.0,137.4,43.9,15.7,2.79,186,2.7,3.3,636,349,44.2,0.827,1,0,0,1,7.25,199,30.4,16.4,86.1,3.8,0.68,0,1,4,1,1,1,1,0,57,II,6,4,1,0,0,1,0,2,9,10,291,Mild,1,0,0,Critical,Simple_Mask,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,0,0,0,0,CAP_ICU,Ceftriaxone,2000,q24h,IV,7,1,Azithromycin,0,1,1,0,None,0.0,0,0,0,0,0,0.012,0,1,0,0,0,0,0,0,Never,0,1,Never,Neither,0,0,0.0,1.6,0,,0,0,1,0,1,0,0,LTAC_or_SNF,0,0,6.5,5000
376,5.0,Pediatric,Female,White,Uninsured,Urban,0,1,CAP,Bacterial,K_pneumoniae,0,0,J15.0,233604007,Patchy_Infiltrate,2.618,348.7,22.8,Negative,Pneumococcal_pos,1.5,38.2,86,19,94,79,84.0,86,13,160.9,40.4,15.6,0,0,1,0,9.0,101,70.2,27.3,2.6,141.5,14.9,5.3,2.26,112,3.3,0.5,200,58,26.4,0.251,1,0,0,0,7.39,99,40.2,29.3,90.4,2.3,0.36,0,0,1,1,0,0,0,0,41,I,3,4,1,1,1,0,0,1,22,2,272,Mild,1,1,1,Critical,NIV,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,1,0,0,0,0,CAP_ICU,Ceftriaxone,2000,q24h,IV,6,0,None,0,0,1,1,COVID_O2_Requiring,10.5,0,0,0,0,0,0.798,1,1,0,0,0,0,0,0,Never,0,2,Never,Both,0,0,0.0,6.1,0,,0,0,0,0,0,0,1,LTAC_or_SNF,0,1,1.5,8315
377,57.4,Adult,Male,White,Medicare,Urban,0,0,CAP,Bacterial,H_influenzae,1,0,J14,233604007,Interstitial,11.866,138.8,16.6,Negative,Pneumococcal_pos,0.7,38.2,109,27,138,69,92.0,96,11,132.2,67.0,38.4,0,0,0,1,10.2,147,43.4,18.4,2.4,146.8,30.2,10.8,1.88,161,3.0,3.8,131,130,47.6,0.103,1,0,0,0,7.43,156,33.5,29.7,88.4,3.8,0.42,0,0,2,1,1,0,0,0,68,II,2,3,0,0,0,1,0,2,8,3,369,None,0,0,0,Moderate,Nasal_Cannula,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,0,0,0,0,CAP_Inpatient_Non_ICU,Ceftriaxone,1000,q24h,IV,7,0,Vancomycin,0,0,1,0,None,0.0,0,0,0,0,1,1.676,0,0,1,0,0,0,0,0,Former,0,1,Prior_Year,Both,0,0,0.0,4.1,0,,0,0,0,0,0,0,0,Home_with_Services,0,0,1.6,11830
378,58.8,Adult,Male,White,Private,Suburban,1,1,VAP,Bacterial,A_baumannii_XDR,0,0,J18.9,429271009,Multilobar,9.675,207.9,25.6,Negative,Negative,3.0,41.1,149,24,102,76,84.7,84,12,164.2,47.8,17.7,1,0,1,1,7.5,63,75.1,20.5,3.7,138.6,32.9,11.8,1.83,114,4.0,2.7,420,54,99.9,0.032,1,1,0,0,7.34,63,34.4,23.5,92.9,3.5,0.53,0,0,2,1,1,0,0,0,83,III,3,6,2,1,0,1,0,2,19,6,120,Moderate,0,0,1,Critical,IMV,1,4.3,7.3,7.9,7.3,12.6,24.7,0,0,0,0,1,0,0,VAP_Protocol,Meropenem,2000,q8h,IV,10,0,None,0,0,0,0,None,0.0,0,0,0,0,0,1.804,0,0,0,0,0,0,0,0,Never,0,1,Prior_Year,PPSV23_only,0,1,4.2,5.1,0,,0,0,0,0,0,0,0,LTAC_or_SNF,1,1,4.3,98527
379,61.2,Adult,Male,Hispanic,Private,Suburban,0,0,HAP,Bacterial,S_aureus_MSSA,1,0,J15.21,64667001,Interstitial,18.172,149.3,20.6,Positive,Negative,0.1,38.1,133,25,79,68,71.7,93,13,158.1,48.4,19.3,0,1,0,1,11.9,101,80.8,22.3,3.6,131.8,19.6,7.0,2.23,158,3.2,2.2,1096,1250,8.0,0.309,1,0,1,0,7.4,56,34.1,22.7,87.9,1.8,0.31,0,0,3,1,1,0,1,0,107,IV,4,6,1,2,0,1,1,1,18,4,179,Moderate,0,0,0,Severe,HFNC,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,1,0,0,0,HAP_Non_VAP,Piperacillin_Tazobactam,4500,q6h,IV,7,1,Azithromycin,1,0,0,1,CAP_Severe,6.0,0,0,0,0,0,6.026,0,0,0,1,1,1,0,0,Never,0,2,Current,Both,0,0,0.0,9.9,0,,0,0,1,0,0,0,0,SNF_or_Rehab,0,1,2.1,14385
380,59.3,Adult,Female,Hispanic,Private,Urban,1,0,CAP,Bacterial,S_aureus_MSSA,0,0,J15.21,233604007,Patchy_Infiltrate,3.012,247.0,16.0,Negative,Legionella_pos,3.7,39.2,96,23,115,62,79.7,91,13,165.7,82.6,30.1,1,0,1,1,16.1,237,75.7,13.5,5.6,136.3,25.8,9.2,2.29,173,4.2,3.2,1250,1435,14.7,0.038,1,0,0,0,7.5,85,31.6,21.4,92.3,1.2,0.61,0,0,2,1,1,0,0,0,71,III,3,4,2,0,1,0,0,1,15,3,140,Moderate,0,0,0,Moderate,Nasal_Cannula,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,0,0,0,0,CAP_Inpatient_Non_ICU,Ceftriaxone,1000,q24h,IV,7,0,None,0,0,0,1,COVID_O2_Requiring,12.0,0,0,1,0,0,0.21,0,0,1,0,0,0,0,0,Current,0,1,Prior_Year,Neither,0,0,0.0,4.4,0,,0,0,0,0,1,0,0,Home_with_Services,1,0,4.3,11942
381,78.7,Elderly,Male,Black,Uninsured,Rural,0,0,CAP,Viral,SARS_CoV2,0,0,J12.82,233604007,Lobar_Consolidation,1.945,77.8,9.6,Negative,Pneumococcal_pos,3.3,38.9,83,20,121,71,87.7,97,15,168.0,91.7,32.5,1,0,0,0,12.3,114,68.4,23.1,3.0,143.2,5.0,1.8,0.4,201,3.2,0.5,385,248,35.3,0.143,0,0,0,1,7.43,104,51.1,23.6,93.9,0.5,0.47,0,0,1,0,0,0,0,1,70,II,2,5,0,1,0,2,2,0,16,1,223,Mild,0,0,0,Mild,Room_Air,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,0,0,0,0,CAP_Mild_Outpatient,Amoxicillin,1000,q8h,PO,10,0,None,0,0,0,1,ARDS,10.8,1,0,0,0,1,0.131,1,0,0,0,1,1,0,0,Former,0,5,Current,Both,0,0,0.0,4.4,0,,0,0,0,0,0,0,0,Home,1,1,1.0,5084
382,39.0,Adult,Female,Black,Medicare,Urban,0,1,CAP,Bacterial,S_aureus_MSSA,0,0,J15.21,233604007,Patchy_Infiltrate,0.872,300.3,10.1,Negative,Pneumococcal_pos,6.1,38.4,100,26,108,44,65.3,90,13,187.4,79.3,22.6,1,0,1,1,12.4,232,79.3,27.6,2.9,136.4,24.1,8.6,1.99,155,4.2,1.8,215,562,4.9,0.113,1,0,0,0,7.55,40,32.1,25.1,91.8,0.5,0.36,0,0,2,1,1,0,0,0,29,I,4,6,2,1,1,1,0,1,22,6,81,Severe,0,0,0,Moderate,HFNC,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,1,0,0,0,CAP_Inpatient_Non_ICU,Ceftriaxone,1000,q24h,IV,8,0,None,1,0,1,0,None,0.0,0,0,0,0,0,0.245,0,0,0,0,0,1,0,0,Never,0,2,Current,Both,1,0,0.0,1.0,0,,0,0,0,0,0,0,0,Home_with_Services,0,0,2.4,18897
383,77.9,Elderly,Male,Asian,Uninsured,Rural,0,0,VAP,Bacterial,Enterobacter_spp,0,0,J18.9,429271009,Interstitial,0.847,142.8,18.5,Negative,Pneumococcal_pos,2.3,38.5,109,31,84,52,62.7,85,12,171.4,69.0,23.5,1,1,1,1,12.2,176,86.0,4.7,18.2,141.2,17.9,6.4,1.18,136,3.0,4.3,424,2143,30.1,0.05,0,0,0,0,7.43,41,19.7,21.5,94.6,2.6,0.6,0,0,4,1,0,1,1,1,143,V,8,11,4,1,0,2,2,2,28,6,68,Severe,0,0,1,Critical,NIV,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,1,0,0,0,0,VAP_Protocol,Meropenem,2000,q8h,IV,6,1,Azithromycin,0,0,1,0,None,0.0,0,0,1,0,0,0.272,0,0,0,0,1,0,0,0,Former,0,5,Prior_Year,Neither,0,1,1.1,2.0,0,,0,0,0,0,0,0,0,LTAC_or_SNF,0,0,6.9,90975
384,59.3,Adult,Female,Asian,Medicare,Rural,0,0,HAP,Bacterial,S_aureus_MSSA,0,0,J15.21,64667001,Multilobar,1.044,278.5,16.6,Negative,Negative,5.1,38.7,134,23,83,77,79.0,89,8,171.7,59.2,20.1,1,1,1,1,10.8,136,78.0,15.6,5.0,134.8,47.4,16.9,2.97,229,3.3,4.1,261,682,5.9,0.359,1,0,1,1,7.35,78,28.5,25.0,88.5,4.1,0.63,0,0,3,1,1,0,1,0,103,IV,5,8,3,1,0,0,1,3,20,6,124,Moderate,0,0,0,Severe,Simple_Mask,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,0,0,0,0,HAP_Non_VAP,Piperacillin_Tazobactam,4500,q6h,IV,9,1,Azithromycin,0,0,0,0,None,0.0,0,0,0,0,0,0.192,0,0,1,0,0,0,0,0,Current,0,1,Current,Both,0,0,0.0,2.4,0,,0,0,0,0,0,0,0,SNF_or_Rehab,0,0,1.7,14521
385,70.7,Elderly,Male,White,Private,Suburban,0,0,CAP,Bacterial,S_pneumoniae,0,0,J13,233604007,Interstitial,4.532,221.5,11.1,Negative,Pneumococcal_pos,4.6,38.3,114,17,133,86,101.7,90,13,173.5,73.0,24.3,1,0,1,0,12.7,219,93.4,18.1,5.2,138.3,24.0,8.6,1.2,143,2.7,1.1,189,2692,14.5,0.156,0,0,0,0,7.41,40,37.1,19.3,90.9,1.8,0.47,0,0,3,1,1,0,0,1,92,IV,5,6,4,0,0,1,0,1,19,5,55,Severe,0,0,0,Severe,NIV,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,1,0,0,0,0,CAP_Inpatient_Non_ICU,Ceftriaxone,1000,q24h,IV,11,0,None,0,0,0,0,None,0.0,0,0,0,0,1,1.297,1,0,0,0,0,0,0,0,Current,0,4,Current,PCV13_only,0,1,5.7,8.0,1,10.7,1,1,0,0,0,1,0,Died,0,0,2.2,50854
386,48.1,Adult,Male,Hispanic,Uninsured,Urban,0,0,VAP,Bacterial,A_baumannii_XDR,0,0,J18.9,429271009,Lobar_Consolidation,18.97,177.7,20.4,Contaminated,Pneumococcal_pos,1.0,38.8,84,31,104,82,89.3,82,10,177.6,61.9,19.6,1,0,1,1,11.7,102,83.8,12.1,6.9,133.3,29.4,10.5,2.98,203,3.0,5.3,190,140,120.6,0.381,1,0,1,1,7.32,87,30.5,26.9,85.1,2.8,0.48,0,0,3,1,1,1,0,0,34,I,4,6,2,0,0,0,2,2,13,8,181,Moderate,0,0,1,Critical,NIV,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,1,0,0,0,0,VAP_Protocol,Meropenem,2000,q8h,IV,11,0,None,1,0,1,1,COVID_O2_Requiring,6.0,0,0,0,0,1,6.944,0,0,0,0,0,0,1,0,Former,1,1,Never,PCV13_only,0,1,6.0,7.8,0,,0,0,1,0,0,0,0,LTAC_or_SNF,0,0,2.8,98682
387,84.9,Elderly,Male,White,Medicare,Urban,0,0,CAP,Bacterial,S_aureus_MSSA,0,0,J15.21,233604007,Patchy_Infiltrate,2.176,218.0,14.5,Negative,Pneumococcal_pos,2.8,40.1,110,25,121,76,91.0,99,15,173.0,78.6,26.3,1,0,0,1,10.2,258,71.3,15.6,4.6,137.4,40.3,14.4,1.89,128,2.7,0.7,2072,212,1.0,0.163,1,0,0,0,7.4,69,42.1,21.0,94.3,0.7,0.52,0,0,2,0,1,0,0,1,93,IV,3,5,1,2,0,1,1,0,19,3,132,Moderate,0,0,0,Moderate,Nasal_Cannula,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,0,0,0,0,CAP_Inpatient_Non_ICU,Ceftriaxone,1000,q24h,IV,4,1,Azithromycin,0,0,1,0,None,0.0,0,0,0,0,1,0.185,0,1,0,1,1,0,0,0,Never,0,4,Never,Neither,0,0,0.0,1.1,0,,0,0,1,1,0,0,0,Home_with_Services,0,0,2.3,11833
388,83.7,Elderly,Female,White,Uninsured,Urban,0,0,HAP,Bacterial,Enterobacter_spp,0,0,J18.9,64667001,Interstitial,2.529,198.3,20.1,Positive,Negative,7.3,39.4,109,25,107,40,62.3,85,11,171.1,46.5,15.9,1,0,1,1,10.9,125,71.4,13.6,5.2,136.0,22.0,7.9,2.42,172,3.1,2.6,7014,288,11.1,0.119,1,0,0,0,7.38,61,39.3,18.1,92.4,2.4,0.47,0,0,3,1,1,0,0,1,103,IV,6,9,2,1,1,2,1,2,21,4,131,Moderate,1,0,0,Severe,Nasal_Cannula,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,0,0,0,0,HAP_Non_VAP,Piperacillin_Tazobactam,4500,q6h,IV,4,0,None,1,0,1,0,None,0.0,0,0,1,0,0,0.862,0,1,1,1,0,0,0,0,Current,0,5,Current,Both,0,0,0.0,3.2,0,,0,0,1,0,1,0,0,SNF_or_Rehab,1,0,1.0,12983
389,3.9,Pediatric,Female,Other,Private,Urban,0,1,CAP,Unknown,Unknown,0,0,J18.9,233604007,Patchy_Infiltrate,0.087,70.1,8.4,Negative,Negative,2.7,38.1,97,28,124,66,85.3,89,15,175.8,95.4,30.9,0,0,1,1,13.8,188,76.3,19.3,4.0,131.3,12.5,4.5,1.38,111,2.7,1.2,100,707,1.1,0.188,0,0,1,0,7.39,93,35.6,25.2,100.0,0.6,0.46,0,0,0,0,0,0,0,0,7,I,3,3,1,1,0,1,0,0,11,0,202,Mild,0,0,0,Mild,Nasal_Cannula,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,0,0,0,0,CAP_Mild_Outpatient,Amoxicillin,1000,q8h,PO,11,0,None,0,1,0,0,None,0.0,0,0,0,0,1,0.022,0,0,0,0,0,0,0,0,Former,0,1,Current,PPSV23_only,0,0,0.0,8.8,0,,0,0,0,0,0,0,0,Home,1,0,6.6,15069
390,42.3,Adult,Male,Black,Medicaid,Suburban,0,0,CAP,Bacterial,H_influenzae,0,0,J14,233604007,Patchy_Infiltrate,8.912,165.5,19.7,Positive,Negative,1.6,39.1,109,29,101,85,90.3,89,10,141.3,67.5,33.8,1,0,1,1,13.5,157,91.8,21.3,4.3,134.5,6.5,2.3,1.8,170,3.1,3.0,681,47,78.8,0.071,1,0,1,0,7.3,106,25.2,24.0,91.3,1.4,0.37,0,0,1,1,0,0,0,0,23,I,4,6,0,1,1,1,1,2,21,4,283,Mild,0,0,0,Mild,Room_Air,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,0,0,0,0,CAP_Mild_Outpatient,Amoxicillin,1000,q8h,PO,7,0,None,0,0,0,0,None,0.0,0,0,0,0,0,1.763,0,0,0,0,1,0,0,0,Former,0,2,Prior_Year,Neither,0,0,0.0,6.1,0,,0,0,1,0,0,0,0,Home,0,0,2.9,21867
391,77.4,Elderly,Male,Other,Medicare,Urban,0,1,CAP,Unknown,Unknown,0,0,J18.9,233604007,Patchy_Infiltrate,0.01,74.3,16.6,Negative,Negative,6.2,39.4,123,20,109,91,97.0,96,13,191.0,88.3,24.2,1,0,0,0,14.5,250,71.6,18.6,3.8,131.9,41.4,14.8,1.92,183,3.8,1.6,534,3014,1.0,0.036,1,0,1,1,7.47,40,28.5,15.9,92.4,3.1,0.3,0,0,3,1,1,0,0,1,90,III,3,6,2,1,0,1,1,1,17,7,72,Severe,0,0,0,Severe,HFNC,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,1,0,0,0,CAP_Inpatient_Non_ICU,Ceftriaxone,1000,q24h,IV,3,1,Azithromycin,0,1,0,0,None,0.0,0,0,0,0,0,0.01,0,0,1,0,0,0,0,1,Current,1,7,Current,PPSV23_only,0,0,0.0,4.8,0,,0,0,0,0,0,0,0,SNF_or_Rehab,0,0,4.5,9459
392,6.2,Pediatric,Female,White,Private,Urban,0,0,CAP,Bacterial,H_influenzae,0,0,J14,233604007,Patchy_Infiltrate,2.363,156.5,20.8,Negative,Negative,0.5,38.7,123,21,130,85,100.0,81,11,185.5,99.5,28.9,1,0,1,0,12.3,229,86.8,13.3,6.5,134.6,51.5,18.4,3.0,138,3.4,4.5,647,977,23.2,0.38,1,0,1,0,7.44,83,34.9,20.3,92.2,4.7,0.51,0,0,2,1,1,0,0,0,26,I,3,4,1,0,1,0,0,2,14,6,164,Moderate,0,0,0,Moderate,Simple_Mask,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,0,0,0,0,CAP_Inpatient_Non_ICU,Ceftriaxone,1000,q24h,IV,6,0,None,0,0,1,0,None,0.0,0,0,0,0,1,0.436,0,0,1,0,0,0,0,0,Former,0,2,Current,Both,0,0,0.0,5.3,1,18.4,1,1,1,1,1,0,0,Died,0,0,7.3,5000
393,40.9,Adult,Female,Hispanic,Private,Urban,0,1,VAP,Unknown,Unknown,0,0,J18.9,429271009,Lobar_Consolidation,0.213,30.9,20.4,Negative,Negative,0.8,40.1,96,26,130,64,86.0,93,15,170.4,87.2,30.0,1,0,0,1,12.0,20,83.0,7.9,10.4,132.3,12.5,4.4,1.58,143,2.4,3.6,328,7172,125.5,0.689,1,1,1,0,7.27,145,24.6,12.8,90.6,1.4,0.57,0,1,0,0,0,0,0,0,0,I,1,1,0,1,0,0,0,0,15,0,254,Mild,0,0,1,Critical,HFNC,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,1,0,0,0,VAP_Protocol,Meropenem,2000,q8h,IV,7,0,None,0,1,1,1,ARDS,6.0,0,0,0,0,1,0.07,0,0,0,0,0,1,0,0,Current,0,4,Never,Both,0,1,6.6,7.3,1,9.1,1,1,0,0,0,0,0,Died,0,0,2.2,84120
394,64.6,Adult,Male,Hispanic,Private,Urban,0,0,CAP,Bacterial,S_pneumoniae,0,0,J13,233604007,Lobar_Consolidation,2.257,238.9,13.8,Negative,Negative,0.2,37.7,101,22,90,55,66.7,87,12,152.5,97.6,42.0,0,0,1,1,13.4,217,95.0,12.6,7.5,140.8,16.5,5.9,0.4,167,2.3,2.3,1384,336,23.7,0.282,0,0,0,0,7.4,135,33.8,20.0,89.9,3.9,0.48,0,0,1,1,0,0,0,0,82,III,3,7,1,1,0,2,1,2,16,3,283,Mild,1,0,0,Mild,Simple_Mask,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,0,0,0,0,CAP_Mild_Outpatient,Amoxicillin,1000,q8h,PO,7,1,Azithromycin,1,0,0,0,None,0.0,0,0,0,0,0,0.541,1,0,1,0,0,0,0,0,Current,0,2,Current,PCV13_only,0,0,0.0,3.6,0,,0,0,0,0,0,0,0,Home,1,0,4.1,22266
395,0.0,Pediatric,Male,White,Medicare,Urban,0,0,HAP,Unknown,Unknown,0,0,J18.9,64667001,Interstitial,0.529,73.3,14.2,Negative,Negative,0.1,40.2,99,32,104,68,80.0,90,12,181.3,34.5,10.5,1,0,1,1,10.3,65,85.2,15.5,5.5,140.1,31.0,11.1,1.81,127,3.3,3.2,905,198,15.9,0.145,1,1,0,0,7.43,101,43.3,19.4,97.0,3.9,0.43,0,0,3,1,1,1,0,0,41,I,4,7,1,2,1,0,1,2,23,10,236,Mild,1,0,0,Severe,HFNC,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,1,0,0,0,HAP_Non_VAP,Piperacillin_Tazobactam,4500,q6h,IV,10,0,None,0,0,0,0,None,0.0,0,0,0,0,0,0.059,0,0,0,0,0,0,0,0,Never,0,1,Current,Both,0,0,0.0,2.0,0,,0,0,0,0,0,0,0,SNF_or_Rehab,1,1,1.0,5000
396,73.3,Elderly,Female,White,Medicare,Suburban,0,0,HAP,Bacterial,P_aeruginosa,0,0,J15.1,64667001,Multilobar,4.998,164.8,23.4,Negative,Pneumococcal_pos,1.1,38.9,73,29,126,70,88.7,88,13,160.4,69.2,26.9,1,0,1,1,10.5,172,73.4,10.8,6.8,138.7,21.3,7.6,1.51,94,4.0,3.5,1541,1028,35.5,0.015,1,0,0,0,7.44,113,37.7,23.7,92.5,2.7,0.51,0,0,3,1,1,0,0,1,86,III,6,9,2,3,0,2,1,1,28,6,221,Mild,0,0,1,Critical,NIV,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,1,0,0,0,0,HAP_Non_VAP,Piperacillin_Tazobactam,4500,q6h,IV,5,1,Azithromycin,0,0,1,0,None,0.0,0,0,0,0,0,0.656,0,0,1,0,0,0,0,0,Never,0,3,Current,PCV13_only,0,1,1.1,6.5,0,,0,0,0,0,1,0,0,LTAC_or_SNF,1,1,1.0,27155
397,67.7,Elderly,Female,Hispanic,Medicaid,Suburban,0,1,HAP,Bacterial,S_aureus_MSSA,0,0,J15.21,64667001,Interstitial,1.844,225.4,12.9,Negative,Negative,1.7,38.9,101,24,145,89,107.7,99,11,173.9,104.3,34.5,1,0,0,1,11.6,191,87.5,21.0,4.2,131.6,26.3,9.4,1.48,167,2.8,2.6,172,1712,88.9,0.828,0,0,1,0,7.35,77,36.1,19.5,94.9,4.6,0.51,0,1,3,1,1,0,0,1,103,IV,1,9,2,1,1,2,1,2,29,5,153,Moderate,0,0,1,Critical,IMV,1,2.2,14.0,5.3,10.7,8.4,21.4,0,0,0,0,1,0,0,HAP_Non_VAP,Piperacillin_Tazobactam,4500,q6h,IV,11,1,Azithromycin,0,0,0,0,None,0.0,0,0,1,0,0,0.639,1,0,0,0,0,0,1,0,Never,0,3,Never,PCV13_only,0,1,1.4,2.6,0,,0,0,0,0,0,0,0,LTAC_or_SNF,1,1,3.2,127855
398,69.4,Elderly,Female,White,Medicare,Urban,0,1,VAP,Bacterial,A_baumannii_XDR,0,0,J18.9,429271009,Lobar_Consolidation,19.754,238.8,19.4,Negative,Negative,6.0,38.7,144,31,136,69,91.3,89,11,153.9,91.2,38.5,1,0,1,1,8.6,152,89.9,15.3,5.9,135.0,31.8,11.4,1.86,162,4.0,0.6,134,186,40.2,0.023,1,0,1,0,7.42,73,27.5,19.1,91.3,3.1,0.73,0,0,4,1,1,1,0,1,98,IV,4,7,3,0,0,2,0,2,30,7,100,Moderate,1,0,1,Critical,HFNC,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,1,0,0,0,VAP_Protocol,Meropenem,2000,q8h,IV,9,0,None,0,0,0,0,None,0.0,0,0,1,0,0,3.981,1,0,1,0,0,0,0,0,Never,0,2,Prior_Year,Neither,0,1,2.1,3.3,1,12.6,1,1,0,0,0,0,0,Died,0,0,1.0,67003
399,87.1,Elderly,Female,Other,Medicaid,Rural,0,0,CAP,Bacterial,S_pneumoniae,0,0,J13,233604007,Lobar_Consolidation,2.221,55.8,12.4,Negative,Negative,12.4,37.8,72,28,97,71,79.7,88,14,192.5,120.7,32.6,0,0,1,1,12.6,233,76.2,22.2,3.4,131.3,31.5,11.3,2.1,148,3.2,3.9,701,18,1.0,0.282,1,0,1,0,7.39,152,37.0,27.9,94.4,2.9,0.49,0,0,3,1,1,0,0,1,101,IV,6,2,0,0,0,1,0,1,9,7,310,None,0,0,0,Severe,NIV,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,1,0,0,0,0,CAP_Inpatient_Non_ICU,Ceftriaxone,1000,q24h,IV,4,1,Azithromycin,1,0,0,0,None,0.0,0,0,0,0,1,0.185,0,0,1,1,0,0,0,0,Never,0,4,Never,PPSV23_only,0,0,0.0,10.8,0,,0,0,1,0,1,0,0,SNF_or_Rehab,1,0,4.6,8668
400,83.4,Elderly,Male,White,Uninsured,Rural,0,0,CAP,Bacterial,Legionella_pneumophila,0,0,J15.0,233604007,Lobar_Consolidation,24.63,173.6,4.5,Positive,Pneumococcal_pos,5.2,37.2,99,22,138,73,94.7,91,14,152.1,117.5,50.8,0,0,1,1,14.2,257,67.6,12.6,5.4,136.6,12.4,4.4,0.71,169,2.4,2.0,106,20,72.1,1.42,0,0,0,0,7.42,73,35.2,31.5,90.1,2.0,0.35,0,0,2,1,0,0,0,1,107,IV,5,2,1,0,0,0,0,1,8,5,209,Mild,0,0,0,Moderate,Nasal_Cannula,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,0,0,0,0,CAP_Inpatient_Non_ICU,Ceftriaxone,1000,q24h,IV,7,1,Azithromycin,1,0,0,0,None,0.0,0,0,0,0,1,9.622,0,0,0,0,0,0,0,0,Former,0,6,Prior_Year,PPSV23_only,0,0,0.0,5.8,0,,0,0,0,0,0,0,0,Home_with_Services,0,0,5.2,11229
401,22.0,Adult,Male,White,Medicare,Urban,0,1,CAP,Viral,SARS_CoV2,0,0,J12.82,233604007,Interstitial,0.259,98.4,7.9,Negative,Negative,1.0,38.1,100,25,114,76,88.7,92,10,168.8,86.6,30.4,0,0,0,1,10.6,149,85.0,10.9,7.8,139.5,27.6,9.8,1.75,177,2.5,3.1,1321,497,28.1,0.15,1,0,0,0,7.34,69,37.7,19.3,93.4,2.1,0.28,0,1,2,1,1,0,0,0,16,I,4,4,0,0,0,1,1,2,19,4,243,Mild,1,0,0,Moderate,NIV,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,1,0,0,0,0,CAP_Inpatient_Non_ICU,Ceftriaxone,1000,q24h,IV,9,0,None,0,0,0,0,None,0.0,1,0,0,0,1,0.036,0,0,0,0,0,0,0,0,Never,1,2,Current,Both,0,0,0.0,1.0,0,,0,0,1,1,0,0,0,Home_with_Services,0,0,1.9,7984
402,60.2,Adult,Male,Black,Medicare,Suburban,0,0,CAP,Bacterial,H_influenzae,0,0,J14,233604007,Patchy_Infiltrate,4.793,183.6,15.1,Contaminated,Negative,0.2,39.1,100,23,138,82,100.7,94,14,144.7,74.5,35.6,1,0,0,1,13.3,161,78.8,24.6,3.2,141.8,7.2,2.6,1.38,135,3.9,0.7,100,2555,7.6,0.122,0,0,0,0,7.16,40,42.2,28.0,100.0,2.0,0.21,0,0,1,1,0,0,0,0,81,III,1,6,3,0,1,1,0,1,23,2,50,Severe,1,0,0,Mild,Room_Air,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,0,0,0,0,CAP_Mild_Outpatient,Amoxicillin,1000,q8h,PO,8,0,None,1,0,0,0,None,0.0,0,0,0,0,1,1.576,0,0,1,0,0,0,0,0,Current,0,1,Current,PCV13_only,1,0,0.0,9.0,0,,0,0,1,0,0,0,0,Home,0,0,5.0,9624
403,62.5,Adult,Male,White,Private,Urban,0,0,VAP,Bacterial,P_aeruginosa,0,0,J15.1,429271009,Multilobar,0.742,274.1,19.3,Negative,Pneumococcal_pos,11.0,38.5,94,30,117,57,77.0,90,13,167.5,58.9,21.0,1,0,1,1,9.9,173,67.3,13.2,5.1,137.1,28.9,10.3,2.55,123,3.0,0.7,424,80,2.6,0.393,1,0,0,0,7.31,118,38.9,22.8,95.7,3.5,0.64,0,0,3,1,1,1,0,0,114,IV,4,3,1,0,1,0,0,1,10,6,184,Moderate,1,0,1,Critical,IMV_ECMO,1,61.0,2.1,6.5,12.5,14.3,17.9,0,1,0,0,1,0,0,VAP_Protocol,Meropenem,2000,q8h,IV,9,0,None,1,0,1,1,CAP_Severe,6.0,0,0,0,0,0,0.04,0,0,0,1,0,0,0,0,Never,0,1,Current,Neither,0,1,5.7,6.4,0,,0,0,0,0,0,0,0,LTAC_or_SNF,0,0,2.6,70779
404,0.7,Pediatric,Male,Asian,Medicare,Urban,0,0,CAP,Viral,Influenza_A,0,0,J09.X1,233604007,Lobar_Consolidation,0.216,80.3,16.9,Contaminated,Pneumococcal_pos,2.6,37.7,80,21,86,56,66.0,90,13,163.3,69.5,26.1,0,1,1,0,9.5,82,83.5,13.1,6.4,141.2,8.5,3.0,2.18,133,3.9,0.5,246,284,17.4,0.219,1,1,0,0,7.41,165,35.8,15.2,92.2,3.4,0.61,0,0,2,1,0,0,1,0,45,I,5,6,1,1,0,2,1,1,21,3,270,Mild,0,0,0,Moderate,Simple_Mask,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,0,0,0,0,CAP_Inpatient_Non_ICU,Ceftriaxone,1000,q24h,IV,6,1,Azithromycin,0,0,1,0,None,0.0,1,0,0,0,1,0.03,0,0,0,0,0,0,0,0,Never,1,3,Current,Neither,0,0,0.0,3.6,0,,0,0,1,1,1,0,0,Home_with_Services,0,1,8.1,21360
405,66.4,Elderly,Male,Black,Private,Urban,0,0,CAP,Bacterial,H_influenzae,0,0,J14,233604007,Patchy_Infiltrate,7.133,36.6,20.4,Negative,Legionella_pos,2.9,38.2,80,21,119,86,97.0,85,14,180.5,71.0,21.8,0,0,1,0,15.8,159,74.3,18.8,3.9,137.4,23.5,8.4,2.31,180,2.6,1.1,321,240,6.4,2.691,1,0,0,1,7.37,69,38.4,19.2,90.5,1.5,0.39,0,0,3,1,1,0,0,1,83,III,3,6,3,1,0,0,1,1,31,4,176,Moderate,1,1,1,Critical,IMV,1,18.2,4.2,6.3,13.6,9.6,19.7,0,0,0,0,1,1,0,CAP_ICU,Ceftriaxone,2000,q24h,IV,10,0,None,0,0,1,0,None,0.0,0,0,0,0,0,1.198,0,0,0,0,1,0,0,0,Never,0,5,Current,Both,1,0,0.0,5.8,0,,0,0,0,0,1,0,0,LTAC_or_SNF,0,1,1.1,20279
406,83.7,Elderly,Male,White,Medicaid,Urban,0,1,CAP,Atypical,M_pneumoniae,0,0,J15.7,233604007,Interstitial,0.089,78.0,16.2,Negative,Negative,10.9,38.5,126,22,130,51,77.3,90,12,163.3,66.9,25.1,1,0,1,1,9.9,295,64.8,19.6,3.3,135.9,19.1,6.8,1.63,157,3.3,2.9,540,6249,2.8,0.048,1,0,0,0,7.43,40,33.0,10.7,84.3,1.2,0.49,0,0,2,1,0,0,0,1,103,IV,5,6,3,0,0,1,0,2,19,7,54,Severe,1,0,0,Moderate,Simple_Mask,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,0,0,0,0,CAP_Inpatient_Non_ICU,Ceftriaxone,1000,q24h,IV,7,1,Azithromycin,0,0,0,0,None,0.0,0,0,1,0,1,0.031,1,0,1,0,1,1,0,0,Never,0,2,Never,Both,0,0,0.0,6.3,0,,0,0,1,0,0,0,0,Home_with_Services,0,1,2.9,18392
407,48.7,Adult,Female,Black,Private,Rural,0,1,CAP,Bacterial,K_pneumoniae,0,0,J15.0,233604007,Lobar_Consolidation,14.117,142.4,10.5,Negative,Negative,7.0,38.6,85,20,111,90,97.0,93,15,180.5,59.8,18.3,1,0,0,0,9.2,92,76.7,7.7,10.0,140.1,38.3,13.7,1.52,132,3.2,4.3,688,11014,16.0,0.045,1,1,0,0,7.45,40,42.6,23.9,90.7,1.3,0.45,0,0,1,0,1,0,0,0,4,I,0,5,3,0,1,1,0,0,21,2,50,Severe,0,0,0,Mild,Room_Air,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,0,0,0,0,CAP_Mild_Outpatient,Amoxicillin,1000,q8h,PO,16,1,Azithromycin,0,0,0,1,COVID_O2_Requiring,10.9,0,0,1,0,1,4.401,1,0,0,0,0,0,0,1,Never,0,3,Current,PPSV23_only,0,0,0.0,9.9,0,,0,0,0,0,1,0,0,Home,0,0,3.9,5816
408,70.0,Elderly,Male,Black,Medicare,Rural,1,0,HAP,Bacterial,K_pneumoniae_MDR,0,0,J18.9,64667001,Multilobar,10.41,56.9,17.6,Positive,Negative,2.1,38.9,95,17,105,47,66.3,88,13,156.7,88.8,36.2,1,0,1,0,12.1,170,93.4,23.1,4.0,140.0,27.3,9.8,2.04,125,3.1,2.9,1001,748,10.2,0.105,1,0,0,0,7.36,195,30.1,18.1,91.8,1.9,0.58,0,0,3,1,1,0,0,1,95,IV,5,5,0,1,1,1,1,1,24,5,336,None,0,0,0,Severe,Nasal_Cannula,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,0,0,0,0,HAP_Non_VAP,Piperacillin_Tazobactam,4500,q6h,IV,4,1,Azithromycin,0,0,1,1,ARDS,7.5,0,0,0,0,1,1.643,1,1,1,0,0,0,0,0,Current,0,5,Current,PCV13_only,0,0,0.0,10.0,0,,0,0,0,0,0,0,0,SNF_or_Rehab,0,1,5.8,32193
409,0.0,Pediatric,Male,Black,Medicaid,Suburban,0,1,CAP,Viral,Influenza_B,0,0,J18.9,233604007,Patchy_Infiltrate,0.066,81.1,16.1,Negative,Negative,8.9,40.1,146,30,78,61,66.7,92,14,164.9,117.3,43.1,1,1,0,1,11.9,142,93.6,11.1,8.4,133.7,32.6,11.6,2.41,187,2.9,1.4,1474,1834,17.3,1.614,1,0,1,1,7.34,107,33.2,22.3,89.4,4.5,0.65,0,0,4,1,1,1,1,0,70,II,6,5,2,1,1,0,0,1,28,7,164,Moderate,0,0,1,Critical,Simple_Mask,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,0,0,0,0,CAP_ICU,Ceftriaxone,2000,q24h,IV,16,1,Azithromycin,0,0,0,1,COVID_O2_Requiring,8.7,1,0,0,0,1,0.021,0,0,0,0,0,0,0,0,Never,0,2,Current,PCV13_only,0,1,4.1,5.3,0,,0,0,1,0,0,0,0,LTAC_or_SNF,1,0,5.5,79506
410,54.9,Adult,Female,Asian,Private,Suburban,0,0,HAP,Bacterial,A_baumannii,0,0,J18.9,64667001,Lobar_Consolidation,2.024,266.1,13.5,Positive,Negative,0.3,40.6,101,31,112,76,88.0,87,10,165.1,100.5,36.9,1,0,1,1,12.2,306,92.8,21.5,4.3,136.2,36.4,13.0,3.12,165,2.7,2.7,758,2459,232.3,0.156,1,0,0,0,7.21,40,40.1,30.9,87.0,3.2,0.38,0,0,3,1,1,1,0,0,108,IV,4,5,2,0,0,1,0,2,18,6,79,Severe,0,0,0,Severe,Simple_Mask,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,0,0,0,0,HAP_Non_VAP,Piperacillin_Tazobactam,4500,q6h,IV,5,0,None,0,0,0,0,None,0.0,0,0,0,0,1,0.675,0,1,0,0,0,1,0,0,Current,0,1,Current,Both,0,0,0.0,1.9,0,,0,0,0,0,1,0,0,SNF_or_Rehab,0,1,2.3,11833
411,87.2,Elderly,Female,Black,Medicare,Suburban,0,0,CAP,Bacterial,Legionella_pneumophila,0,0,J15.0,233604007,Lobar_Consolidation,6.568,91.6,16.7,Negative,Negative,0.3,40.7,109,17,115,70,85.0,90,10,173.5,72.9,24.2,1,0,1,0,15.8,160,82.9,7.3,11.3,135.5,5.0,1.8,0.82,184,3.3,4.3,5271,54,27.9,0.236,0,0,0,1,7.29,40,33.0,29.0,95.3,3.3,0.6,0,0,2,1,0,0,0,1,120,IV,5,6,1,0,0,1,2,2,24,5,50,Severe,0,0,0,Moderate,HFNC,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,1,0,0,0,CAP_Inpatient_Non_ICU,Ceftriaxone,1000,q24h,IV,12,1,Azithromycin,1,0,1,0,None,0.0,0,0,0,0,0,1.505,1,0,0,1,0,1,0,0,Never,1,5,Current,PCV13_only,0,0,0.0,2.0,0,,0,0,0,0,1,0,1,Home_with_Services,0,0,2.7,23060
412,56.9,Adult,Female,Hispanic,Private,Rural,0,0,HAP,Bacterial,K_pneumoniae_MDR,0,0,J18.9,64667001,Interstitial,1.08,343.5,17.1,Negative,Pneumococcal_pos,0.1,38.1,136,29,81,48,59.0,91,11,172.1,102.3,34.6,0,1,1,1,9.1,127,89.8,12.6,7.1,126.3,14.3,5.1,2.74,212,2.9,2.2,5576,2088,45.4,1.28,1,0,1,1,7.25,72,24.1,17.3,83.2,4.5,0.71,0,1,2,1,0,0,1,0,96,IV,6,6,2,0,1,0,1,2,15,4,102,Moderate,0,0,0,Moderate,HFNC,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,1,0,0,0,HAP_Non_VAP,Piperacillin_Tazobactam,4500,q6h,IV,10,0,None,0,0,1,0,None,0.0,0,0,1,0,1,0.246,0,0,0,0,0,0,0,0,Never,0,2,Never,Both,0,0,0.0,1.8,0,,0,0,0,0,1,0,0,Home_with_Services,0,1,1.6,5000
413,4.1,Pediatric,Female,White,Medicaid,Urban,1,0,CAP,Viral,Influenza_A,0,0,J09.X1,233604007,Patchy_Infiltrate,0.344,135.3,10.8,Negative,Pneumococcal_pos,0.6,38.0,118,21,109,77,87.7,85,13,175.9,87.6,28.3,0,0,1,0,10.9,134,80.3,15.2,5.3,138.9,20.4,7.3,0.89,136,3.5,5.0,236,68,5.2,0.293,0,0,0,0,7.43,40,34.2,19.1,95.1,1.2,0.36,0,0,2,1,1,0,0,0,15,I,3,6,3,1,1,0,0,1,19,6,72,Severe,0,0,0,Moderate,Room_Air,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,0,0,0,0,CAP_Inpatient_Non_ICU,Ceftriaxone,1000,q24h,IV,5,0,None,0,0,1,1,COVID_O2_Requiring,6.0,1,0,0,0,1,0.079,0,1,1,0,0,0,0,0,Current,0,2,Current,Both,0,0,0.0,2.7,0,,0,0,0,0,0,0,0,Home_with_Services,0,0,7.5,24468
414,36.9,Adult,Female,Black,Private,Urban,0,0,CAP,Unknown,Unknown,0,0,J18.9,233604007,Interstitial,0.252,83.2,12.6,Negative,Negative,4.0,39.3,74,22,119,74,89.0,90,13,170.9,79.1,27.1,1,0,1,1,15.5,212,67.7,5.1,13.2,132.3,25.8,9.2,1.53,183,4.0,4.4,254,220,5.3,0.34,1,0,1,1,7.39,40,45.6,28.7,94.4,3.6,0.33,0,0,2,1,1,0,0,0,26,I,3,7,3,0,1,2,0,1,19,5,50,Severe,0,0,0,Moderate,Nasal_Cannula,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,0,0,0,0,CAP_Inpatient_Non_ICU,Ceftriaxone,1000,q24h,IV,10,1,Azithromycin,0,0,0,0,None,0.0,0,0,0,0,0,0.027,0,0,0,1,0,0,0,0,Former,0,4,Prior_Year,PCV13_only,0,0,0.0,2.8,0,,0,0,1,0,1,0,0,Home_with_Services,0,0,9.7,14241
415,7.1,Pediatric,Male,Other,Private,Suburban,0,0,CAP,Bacterial,S_pneumoniae,0,0,J13,233604007,Interstitial,6.279,94.7,20.9,Negative,Pneumococcal_pos,4.9,38.3,87,17,104,69,80.7,97,11,175.3,77.7,25.3,1,0,0,0,14.0,225,70.3,20.3,3.5,138.5,21.3,7.6,1.78,154,2.7,5.1,228,1732,9.1,0.626,1,0,0,0,7.37,61,23.1,19.2,90.5,3.0,0.43,0,0,2,1,1,0,0,0,22,I,1,11,3,1,1,2,2,2,19,4,142,Moderate,0,0,0,Critical,Nasal_Cannula,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,0,0,0,0,CAP_ICU,Ceftriaxone,2000,q24h,IV,7,0,None,0,0,0,0,None,0.0,0,0,0,0,1,2.1,1,0,0,1,0,0,0,0,Never,0,1,Prior_Year,Neither,0,0,0.0,1.7,0,,0,0,0,0,0,0,0,LTAC_or_SNF,0,0,1.0,6282
416,74.0,Elderly,Male,Hispanic,Medicare,Urban,0,0,CAP,Bacterial,S_pneumoniae,0,0,J13,233604007,Patchy_Infiltrate,3.76,182.9,21.0,Positive,Pneumococcal_pos,0.1,39.6,107,16,113,64,80.3,99,15,158.1,75.6,30.2,1,0,0,0,13.5,140,73.7,4.2,17.5,130.7,15.2,5.4,1.42,162,2.4,2.7,592,386,38.8,0.186,0,0,1,0,7.35,43,36.8,26.8,100.0,2.1,0.39,0,0,1,0,0,0,0,1,57,II,2,4,2,1,0,1,0,0,8,2,111,Moderate,1,0,0,Mild,Room_Air,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,0,0,0,0,CAP_Mild_Outpatient,Amoxicillin,1000,q8h,PO,9,0,None,0,0,0,0,None,0.0,0,0,0,0,0,1.128,0,1,1,1,1,0,0,0,Never,0,3,Current,Neither,0,0,0.0,3.2,0,,0,0,0,0,0,0,0,Home,0,0,6.4,25138
417,1.4,Pediatric,Female,Black,Medicare,Urban,0,0,HAP,Bacterial,S_aureus_MRSA,1,0,J15.212,64667001,Interstitial,3.316,170.6,17.4,Contaminated,Negative,3.6,39.7,150,33,70,64,66.0,96,10,172.3,94.3,31.8,1,1,0,1,9.6,233,95.0,9.3,10.2,131.6,34.6,12.3,2.38,87,3.3,3.5,308,3641,17.8,0.191,1,0,1,0,7.29,40,28.6,31.5,90.6,3.9,0.55,0,0,4,1,1,1,1,0,53,II,4,8,4,1,0,0,1,2,24,9,50,Severe,0,0,0,Critical,Simple_Mask,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,0,0,0,0,HAP_Non_VAP,Piperacillin_Tazobactam,4500,q6h,IV,8,1,Azithromycin,0,0,0,0,None,0.0,0,0,1,1,0,1.152,0,0,0,0,0,0,0,0,Current,0,1,Current,Both,1,1,3.4,5.4,1,12.8,1,1,0,0,0,0,0,Died,0,0,5.2,112429
418,73.6,Elderly,Male,Hispanic,Medicare,Urban,0,0,CAP,Bacterial,S_pneumoniae,0,0,J13,233604007,Multilobar,1.581,75.7,14.4,Negative,Negative,2.8,40.2,87,15,137,64,88.3,92,15,185.7,83.1,24.1,1,0,0,0,14.2,221,90.5,22.5,4.0,135.2,21.5,7.7,1.84,112,2.8,2.6,146,2376,140.4,0.151,1,0,0,0,7.45,131,35.3,25.6,90.3,2.2,0.36,0,0,2,0,1,0,0,1,80,III,4,5,1,1,0,2,1,0,19,4,362,None,0,0,0,Moderate,Simple_Mask,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,0,0,0,0,CAP_Inpatient_Non_ICU,Ceftriaxone,1000,q24h,IV,7,1,Azithromycin,1,0,0,1,COVID_O2_Requiring,10.0,0,0,0,0,1,0.53,0,0,0,0,1,0,0,1,Never,1,4,Current,Both,0,0,0.0,3.8,0,,0,0,0,0,0,0,0,Home_with_Services,0,0,1.0,20294
419,43.9,Adult,Male,Black,Medicare,Suburban,1,0,CAP,Viral,SARS_CoV2,0,0,J12.82,233604007,Lobar_Consolidation,0.504,87.8,6.6,Negative,Pneumococcal_pos,1.7,39.7,90,21,115,102,106.3,94,13,149.5,64.0,28.6,1,0,0,0,13.7,267,68.4,13.4,5.1,142.1,33.0,11.8,1.3,111,3.2,3.2,100,22,29.7,0.073,0,0,0,0,7.41,84,34.7,28.0,96.3,0.5,0.29,0,0,2,1,1,0,0,0,18,I,1,3,0,0,1,0,1,1,9,3,287,Mild,1,0,0,Moderate,Nasal_Cannula,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,0,0,0,0,CAP_Inpatient_Non_ICU,Ceftriaxone,1000,q24h,IV,7,0,None,0,0,0,1,COVID_O2_Requiring,6.0,1,0,0,0,1,0.164,0,0,0,0,0,0,0,0,Never,0,2,Never,Both,0,0,0.0,1.1,0,,0,0,0,0,0,0,0,Home_with_Services,0,1,6.1,24934
420,82.7,Elderly,Male,Other,Uninsured,Urban,1,1,HAP,Bacterial,E_coli,0,0,J18.9,64667001,Interstitial,26.78,145.3,23.2,Negative,Negative,1.2,39.9,111,23,90,67,74.7,94,11,173.4,62.9,20.9,1,0,0,1,12.1,172,81.0,9.5,8.6,134.3,36.5,13.0,2.49,143,2.9,1.5,283,15,1.0,3.159,1,0,1,0,7.44,139,41.3,26.7,86.7,1.2,0.65,0,0,3,1,1,0,0,1,112,IV,3,4,1,0,0,1,0,2,22,8,213,Mild,1,0,0,Severe,NIV,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,1,0,0,0,0,HAP_Non_VAP,Piperacillin_Tazobactam,4500,q6h,IV,9,1,Azithromycin,1,0,1,0,None,0.0,0,0,0,0,0,8.653,0,0,0,0,0,0,0,0,Current,0,5,Prior_Year,Neither,0,0,0.0,2.2,0,,0,0,0,0,1,1,0,SNF_or_Rehab,0,1,8.4,27501
421,60.1,Adult,Male,White,Medicare,Urban,0,0,CAP,Viral,Influenza_A,0,0,J09.X1,233604007,Lobar_Consolidation,0.189,101.2,20.1,Contaminated,Negative,1.8,38.7,117,25,70,64,66.0,95,14,175.4,86.7,28.2,1,1,0,1,10.4,206,77.1,18.9,4.1,131.8,23.0,8.2,2.85,164,2.8,1.1,1903,2498,32.5,0.094,1,0,1,0,7.24,82,35.2,19.8,88.7,3.4,0.53,0,1,3,1,1,0,1,0,126,IV,4,5,2,1,1,0,0,1,12,5,154,Moderate,0,0,0,Severe,NIV,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,1,0,0,0,0,CAP_Inpatient_Non_ICU,Ceftriaxone,1000,q24h,IV,5,0,None,0,1,1,0,None,0.0,1,0,0,0,1,0.072,0,0,1,0,1,1,0,0,Former,0,1,Current,Both,0,0,0.0,11.7,0,,0,0,0,0,1,0,0,SNF_or_Rehab,0,0,5.7,5000
422,3.6,Pediatric,Male,White,Medicaid,Urban,0,0,CAP,Bacterial,S_aureus_MSSA,0,0,J15.21,233604007,Lobar_Consolidation,8.708,247.8,18.6,Negative,Negative,6.0,39.0,118,26,127,62,83.7,91,12,184.1,89.4,26.4,1,0,1,1,11.8,175,79.4,12.8,6.2,137.6,28.6,10.2,2.42,165,2.4,2.3,427,2587,128.4,0.307,1,0,0,0,7.41,110,41.1,23.3,96.9,0.5,0.79,0,0,2,1,1,0,0,0,0,I,4,7,3,1,0,1,0,2,22,6,140,Moderate,0,0,0,Moderate,Nasal_Cannula,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,0,0,0,0,CAP_Inpatient_Non_ICU,Ceftriaxone,1000,q24h,IV,5,1,Azithromycin,1,0,1,0,None,0.0,0,0,0,0,1,2.281,1,0,1,0,1,1,0,0,Current,0,1,Current,Neither,0,0,0.0,8.6,0,,0,0,0,0,1,0,0,Home_with_Services,0,1,1.5,5000
423,8.8,Pediatric,Male,Hispanic,Medicare,Urban,0,0,HCAP,Viral,Influenza_A,0,0,J09.X1,422400008,Patchy_Infiltrate,0.106,61.5,3.1,Negative,Negative,0.7,38.7,88,32,121,91,101.0,94,13,176.0,73.1,23.6,1,0,0,1,15.1,298,75.0,12.7,5.9,135.7,30.6,10.9,1.85,166,2.9,1.2,391,557,36.8,0.024,1,0,0,0,7.36,133,43.4,18.7,93.9,1.2,0.53,0,0,3,1,1,1,0,0,42,I,2,5,1,1,1,0,1,1,15,2,253,Mild,1,0,0,Severe,HFNC,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,1,0,0,0,CAP_Inpatient_Non_ICU,Ceftriaxone,1000,q24h,IV,11,1,Azithromycin,0,0,0,1,Refractory_Shock,6.5,1,0,0,0,1,0.036,0,0,0,0,0,0,0,0,Former,0,1,Prior_Year,PPSV23_only,0,0,0.0,1.7,0,,0,0,1,0,0,0,0,SNF_or_Rehab,0,0,10.8,5000
424,2.1,Pediatric,Female,Hispanic,Medicare,Rural,0,1,CAP,Bacterial,H_influenzae,0,0,J14,233604007,Interstitial,4.525,258.9,13.3,Contaminated,Pneumococcal_pos,4.1,37.2,86,12,123,54,77.0,95,12,169.1,55.1,19.3,0,0,0,0,10.2,226,92.3,25.4,3.6,141.0,25.7,9.2,1.98,114,3.8,3.2,359,457,4.3,0.101,1,0,0,0,7.4,43,38.0,29.0,96.8,0.7,0.43,0,0,2,1,1,0,0,0,21,I,1,9,2,1,0,2,2,2,25,4,100,Severe,0,0,0,Moderate,Nasal_Cannula,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,0,0,0,0,CAP_Inpatient_Non_ICU,Ceftriaxone,1000,q24h,IV,9,1,Azithromycin,0,0,1,0,None,0.0,0,0,1,0,1,1.495,0,0,0,0,0,1,0,0,Former,0,2,Current,Neither,0,0,0.0,9.9,0,,0,0,0,0,0,0,0,Home_with_Services,0,1,6.7,19129
425,75.4,Elderly,Female,Hispanic,Private,Urban,0,0,HAP,Bacterial,Enterobacter_spp,0,0,J18.9,64667001,Lobar_Consolidation,0.718,95.9,13.8,Positive,Pneumococcal_pos,0.0,40.3,107,28,127,75,92.3,93,12,172.7,107.5,36.0,1,0,0,1,10.2,197,80.1,8.2,9.8,132.5,46.9,16.8,1.83,182,3.2,1.4,130,1431,18.3,0.103,1,0,1,1,7.47,89,33.6,18.2,96.5,6.7,0.35,0,0,3,1,1,0,0,1,104,IV,4,4,0,0,1,1,0,2,19,8,255,Mild,1,0,0,Severe,HFNC,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,1,0,0,0,HAP_Non_VAP,Piperacillin_Tazobactam,4500,q6h,IV,4,1,Azithromycin,0,0,1,0,None,0.0,0,0,1,0,0,0.104,0,0,0,0,0,0,0,0,Former,0,2,Current,Both,1,0,0.0,6.5,0,,0,0,1,0,1,0,0,SNF_or_Rehab,0,1,1.6,31392
426,68.8,Elderly,Male,White,Medicare,Suburban,0,0,CAP,Bacterial,S_pneumoniae,0,0,J13,233604007,Patchy_Infiltrate,0.94,195.0,18.7,Negative,Legionella_pos,6.4,39.9,131,14,121,65,83.7,85,12,159.9,102.8,40.2,1,0,1,0,10.1,151,83.8,10.7,7.9,136.6,31.1,11.1,1.9,235,3.3,3.2,629,1802,47.7,0.46,1,0,0,1,7.34,40,36.6,24.5,93.0,4.0,0.53,0,0,3,1,1,0,0,1,93,IV,3,10,3,1,2,0,2,2,29,6,60,Severe,0,0,1,Critical,Simple_Mask,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,0,0,0,0,CAP_ICU,Ceftriaxone,2000,q24h,IV,5,0,None,0,0,0,0,None,0.0,0,0,0,0,0,0.233,0,0,1,0,0,0,0,0,Never,0,2,Prior_Year,PPSV23_only,0,1,7.9,10.1,0,,0,0,0,0,0,0,0,LTAC_or_SNF,0,0,4.7,56766
427,74.8,Elderly,Female,White,Medicaid,Suburban,1,0,HAP,Bacterial,S_aureus_MRSA,1,0,J15.212,64667001,Patchy_Infiltrate,1.756,48.3,13.3,Positive,Negative,1.1,38.9,105,34,108,50,69.3,87,10,163.7,36.3,13.5,1,0,1,1,10.4,143,84.3,18.2,4.6,145.4,46.6,16.6,1.92,151,2.7,4.7,1946,330,136.1,0.521,1,0,0,0,7.39,84,37.4,26.0,88.9,4.9,0.58,0,0,4,1,1,1,0,1,116,IV,6,7,2,1,0,2,0,2,24,8,143,Moderate,0,0,0,Critical,IMV,1,2.2,5.4,5.7,10.5,14.4,16.9,1,0,0,0,1,0,0,HAP_Non_VAP,Piperacillin_Tazobactam,4500,q6h,IV,3,0,Vancomycin,0,0,1,1,ARDS,6.0,0,0,0,0,0,0.536,0,1,0,1,1,0,0,0,Former,0,2,Never,Both,0,1,7.2,11.0,0,,0,0,0,0,1,0,0,LTAC_or_SNF,1,0,4.5,69257
428,64.9,Adult,Male,Hispanic,Uninsured,Urban,0,0,HAP,Fungal,Candida_spp,0,0,J18.9,64667001,Lobar_Consolidation,0.137,2.0,14.0,Negative,Negative,0.9,40.3,107,16,102,58,72.7,87,11,153.3,109.5,46.6,1,0,1,0,11.4,202,71.1,6.3,11.2,134.9,16.8,6.0,1.72,135,3.5,4.8,832,1950,4.0,1.058,1,0,1,0,7.31,154,27.7,19.9,94.6,1.7,0.47,0,1,1,1,0,0,0,0,92,IV,3,5,1,1,0,0,1,2,20,2,330,None,0,0,0,Mild,Nasal_Cannula,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,0,0,0,0,HAP_Non_VAP,Piperacillin_Tazobactam,4500,q6h,IV,11,1,Azithromycin,0,1,0,0,None,0.0,0,1,0,0,1,0.012,0,0,1,0,1,0,1,0,Current,0,2,Never,PPSV23_only,0,0,0.0,2.2,0,,0,0,0,0,0,0,1,Home,1,1,1.1,29420
429,0.8,Pediatric,Female,Hispanic,Medicaid,Suburban,0,1,HAP,Bacterial,A_baumannii,0,0,J18.9,64667001,Interstitial,24.28,65.5,19.3,Positive,Negative,0.3,38.9,95,41,93,69,77.0,82,10,184.4,75.4,22.2,1,0,1,1,12.8,225,84.2,22.2,3.8,135.5,28.5,10.2,2.61,145,2.6,4.1,2871,382,28.4,1.482,1,0,0,0,7.34,45,34.3,17.9,81.5,4.3,0.58,0,1,3,1,1,1,0,0,40,I,4,10,4,3,0,1,0,2,20,7,77,Severe,0,0,0,Critical,IMV_ECMO,1,1.7,0.9,7.0,9.7,12.9,24.6,1,1,0,0,1,1,0,HAP_Non_VAP,Piperacillin_Tazobactam,4500,q6h,IV,10,0,None,0,0,1,0,None,0.0,0,0,0,0,0,5.723,0,0,0,0,0,0,0,0,Never,0,1,Prior_Year,PPSV23_only,0,1,1.9,5.6,1,3.4,1,1,0,0,1,0,0,Died,0,0,3.6,89734
430,58.7,Adult,Female,Black,Medicare,Suburban,0,0,CAP,Viral,Influenza_A,0,0,J09.X1,233604007,Multilobar,0.19,76.8,11.6,Contaminated,Negative,2.5,37.6,143,25,113,57,75.7,82,12,173.0,84.2,28.1,0,0,1,1,12.2,133,92.5,11.8,7.8,128.9,6.5,2.3,2.44,168,2.0,3.7,2942,730,471.2,0.2,1,0,1,0,7.27,59,32.6,20.9,87.5,0.5,0.62,0,1,1,1,0,0,0,0,83,III,4,5,3,0,0,0,0,2,22,3,95,Severe,0,0,0,Mild,Simple_Mask,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,0,0,0,0,CAP_Mild_Outpatient,Amoxicillin,1000,q8h,PO,5,1,Azithromycin,0,1,0,0,None,0.0,1,0,0,0,0,0.01,1,0,1,0,0,0,0,0,Former,0,2,Never,Neither,0,0,0.0,5.1,0,,0,0,1,0,0,0,0,Home,0,0,4.3,33184
431,95.0,Elderly,Male,Black,Medicaid,Suburban,0,0,HAP,Bacterial,S_aureus_MRSA,1,0,J15.212,64667001,Lobar_Consolidation,4.323,179.8,12.2,Contaminated,Negative,4.8,40.0,110,32,132,71,91.3,88,14,157.9,105.0,42.1,1,0,1,1,11.6,195,95.0,19.1,5.0,132.5,32.2,11.5,1.33,140,3.2,1.3,1244,616,33.3,0.061,0,0,1,0,7.37,209,32.2,18.4,90.6,2.4,0.59,0,0,4,1,1,1,0,1,149,V,6,6,0,3,0,2,0,1,14,8,355,None,0,0,0,Critical,HFNC,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,1,0,0,0,HAP_Non_VAP,Piperacillin_Tazobactam,4500,q6h,IV,10,0,Vancomycin,0,0,1,1,ARDS,6.0,0,0,0,0,0,0.58,0,0,1,0,0,0,0,0,Never,0,5,Current,PPSV23_only,0,1,3.4,3.6,0,,0,0,1,1,0,0,0,LTAC_or_SNF,0,0,2.3,75259
432,41.5,Adult,Female,Black,Medicare,Urban,0,0,CAP,Unknown,Unknown,0,0,J18.9,233604007,Lobar_Consolidation,5.66,106.9,15.2,Negative,Pneumococcal_pos,2.1,37.7,121,29,110,92,98.0,90,13,171.0,116.4,39.8,0,0,1,1,12.4,213,68.5,20.8,3.3,138.6,34.0,12.1,1.4,83,3.6,3.7,171,98,174.1,0.05,0,0,0,0,7.41,70,31.9,23.4,95.2,2.9,0.3,0,0,2,1,1,0,0,0,22,I,4,3,1,0,0,1,0,1,13,8,231,Mild,0,0,0,Moderate,Nasal_Cannula,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,0,0,0,0,CAP_Inpatient_Non_ICU,Ceftriaxone,1000,q24h,IV,14,1,Azithromycin,0,0,0,1,COVID_O2_Requiring,11.3,0,0,1,0,0,1.247,0,1,0,0,0,0,0,0,Former,0,1,Current,Neither,0,0,0.0,7.6,0,,0,0,0,0,0,0,0,Home_with_Services,0,0,9.0,5000
433,83.9,Elderly,Female,Black,Uninsured,Urban,0,0,HCAP,Viral,SARS_CoV2,0,0,J12.82,422400008,Multilobar,0.756,51.0,21.1,Negative,Pneumococcal_pos,0.1,38.7,103,22,138,72,94.0,91,12,180.8,102.1,31.2,1,0,1,1,13.0,222,65.1,14.3,4.6,135.3,5.0,1.8,1.81,96,2.9,4.2,284,122,1735.3,0.207,1,0,0,0,7.45,40,32.0,18.9,91.3,0.5,0.51,0,0,2,1,0,0,0,1,99,IV,5,10,4,1,0,2,1,2,24,6,50,Severe,0,0,0,Critical,NIV,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,1,0,0,0,0,CAP_ICU,Ceftriaxone,2000,q24h,IV,3,1,Azithromycin,0,0,1,1,COVID_O2_Requiring,12.3,1,0,0,0,0,0.119,0,1,1,0,1,1,0,0,Former,0,4,Current,PCV13_only,0,1,3.3,5.0,0,,0,0,1,0,1,0,0,LTAC_or_SNF,0,0,2.8,88828
434,85.5,Elderly,Female,Black,Private,Rural,1,0,CAP,Bacterial,H_influenzae,0,0,J14,233604007,Lobar_Consolidation,4.469,286.3,18.1,Negative,Negative,6.6,39.0,103,21,120,54,76.0,94,15,178.9,85.3,26.6,1,0,0,0,8.6,83,80.3,13.0,6.2,139.4,27.7,9.9,1.86,192,3.9,0.5,3826,9652,7.5,0.153,1,1,0,1,7.35,72,43.8,19.5,86.3,2.7,0.51,0,1,2,0,1,0,0,1,108,IV,2,6,4,0,0,1,1,0,20,6,140,Moderate,1,0,0,Moderate,Nasal_Cannula,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,0,0,0,0,CAP_Inpatient_Non_ICU,Ceftriaxone,1000,q24h,IV,6,0,None,0,0,1,0,None,0.0,0,0,0,0,1,1.43,0,0,0,0,0,0,0,0,Former,0,6,Prior_Year,PPSV23_only,0,0,0.0,5.7,1,7.1,1,1,0,0,0,1,0,Died,0,0,5.0,5000
435,7.5,Pediatric,Female,Hispanic,Medicare,Suburban,0,0,CAP,Bacterial,S_pneumoniae,0,0,J13,233604007,Lobar_Consolidation,47.684,230.6,18.7,Negative,Negative,2.6,39.0,70,16,124,63,83.3,94,13,157.8,49.7,20.0,1,0,0,0,14.5,149,89.7,17.0,5.3,139.3,29.0,10.4,1.17,195,3.0,4.1,412,71,1.6,0.129,0,0,0,1,7.38,40,35.2,25.8,87.4,2.2,0.31,0,0,2,1,1,0,0,0,23,I,1,6,3,1,1,0,0,1,17,6,91,Severe,1,0,0,Moderate,Nasal_Cannula,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,0,0,0,0,CAP_Inpatient_Non_ICU,Ceftriaxone,1000,q24h,IV,3,0,None,0,0,0,0,None,0.0,0,0,0,0,0,13.022,0,0,0,0,0,1,0,0,Never,0,3,Never,Both,0,0,0.0,8.0,0,,0,0,1,0,0,0,0,Home_with_Services,0,0,3.5,5000
436,95.0,Elderly,Female,Hispanic,Medicare,Rural,0,1,HAP,Bacterial,E_coli,0,0,J18.9,64667001,Multilobar,1.938,225.1,14.5,Negative,Negative,0.0,39.6,63,27,156,67,96.7,90,13,133.5,35.4,19.9,1,0,1,1,10.2,105,83.5,19.9,4.2,131.5,32.6,11.6,1.73,216,3.6,1.1,492,612,11.5,0.07,1,0,1,1,7.35,54,42.9,25.3,92.8,1.3,0.38,0,0,3,1,1,0,0,1,121,IV,6,4,0,1,0,0,2,1,14,5,145,Moderate,0,0,0,Severe,IMV,1,15.9,2.7,6.9,12.7,13.3,20.8,0,0,0,0,1,1,0,HAP_Non_VAP,Piperacillin_Tazobactam,4500,q6h,IV,11,1,Azithromycin,1,0,1,0,None,0.0,0,0,0,0,0,0.278,1,1,0,0,0,0,0,0,Never,0,2,Never,Both,0,0,0.0,1.4,0,,0,0,0,0,1,0,0,SNF_or_Rehab,0,0,1.9,22865
437,5.6,Pediatric,Male,White,Medicare,Rural,0,0,CAP,Bacterial,H_influenzae,0,0,J14,233604007,Interstitial,12.636,93.9,20.7,Positive,Pneumococcal_pos,2.6,39.1,118,18,148,70,96.0,89,14,172.3,99.3,33.4,1,0,1,0,11.5,218,85.1,11.6,7.3,141.8,6.7,2.4,0.49,151,4.3,2.3,100,623,44.7,0.502,0,0,0,0,7.4,40,38.4,22.6,93.6,0.5,0.42,0,0,1,1,0,0,0,0,16,I,3,8,3,1,0,2,1,1,30,2,50,Severe,1,0,1,Critical,IMV_ECMO,1,51.6,3.6,5.6,12.6,12.8,23.5,1,1,0,0,0,0,0,CAP_ICU,Ceftriaxone,2000,q24h,IV,8,1,Azithromycin,1,0,1,0,None,0.0,0,0,0,0,1,0.707,0,0,1,0,0,0,0,0,Never,0,2,Current,Both,0,1,14.9,18.2,0,,0,0,0,0,1,0,1,LTAC_or_SNF,0,0,4.1,99288
438,79.6,Elderly,Female,White,Medicare,Urban,1,1,CAP,Atypical,M_pneumoniae,0,0,J15.7,233604007,Patchy_Infiltrate,0.063,95.2,6.2,Negative,Negative,0.1,39.6,107,21,138,71,93.3,93,12,158.2,109.5,43.7,1,0,0,0,12.2,126,67.4,7.0,9.7,131.1,38.8,13.9,1.49,119,3.1,2.8,469,399,179.2,0.03,0,0,1,0,7.32,61,28.2,15.5,87.8,1.6,0.21,0,1,3,1,1,0,0,1,101,IV,3,6,1,1,1,0,1,2,13,4,288,Mild,0,0,0,Severe,Simple_Mask,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,0,0,0,0,CAP_Inpatient_Non_ICU,Ceftriaxone,1000,q24h,IV,7,0,None,0,1,1,0,None,0.0,0,0,1,0,1,0.01,0,0,0,0,0,0,0,0,Former,1,4,Current,Both,0,0,0.0,1.6,1,3.2,1,1,0,0,0,0,0,Died,0,0,3.2,62610
439,65.4,Elderly,Female,Hispanic,Uninsured,Suburban,0,0,HAP,Bacterial,P_aeruginosa,0,0,J15.1,64667001,Patchy_Infiltrate,4.789,123.8,24.3,Negative,Pneumococcal_pos,12.7,38.1,105,26,98,75,82.7,91,13,174.8,62.1,20.3,0,0,1,1,11.8,166,74.1,24.6,3.0,133.8,25.9,9.3,1.55,134,3.2,2.0,920,950,503.8,0.064,1,0,1,0,7.26,40,37.3,27.5,88.9,1.6,0.45,0,0,3,1,1,0,0,1,87,III,4,7,3,0,0,0,3,1,21,4,50,Severe,1,0,0,Severe,Nasal_Cannula,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,0,0,0,0,HAP_Non_VAP,Piperacillin_Tazobactam,4500,q6h,IV,9,1,Azithromycin,0,0,0,1,Refractory_Shock,6.0,0,0,0,0,1,1.109,0,1,1,0,1,0,0,0,Never,0,8,Current,Both,0,0,0.0,4.9,0,,0,0,0,0,0,0,0,SNF_or_Rehab,0,1,10.7,12517
440,61.7,Adult,Female,Asian,Medicaid,Urban,0,0,CAP,Bacterial,S_pneumoniae,0,0,J13,233604007,Multilobar,19.252,301.6,26.2,Contaminated,Negative,3.6,39.5,87,22,144,88,106.7,87,13,178.5,74.1,23.3,1,0,1,1,12.3,97,59.9,8.8,6.8,136.5,39.2,14.0,2.47,105,3.0,2.8,656,828,38.0,0.059,1,1,0,0,7.3,230,27.0,19.8,90.7,2.7,0.76,0,1,2,1,1,0,0,0,66,II,3,4,1,0,1,1,0,1,10,3,301,None,1,1,1,Critical,IMV,1,3.6,4.7,5.3,10.2,11.9,19.4,0,0,0,0,0,0,0,CAP_ICU,Ceftriaxone,2000,q24h,IV,6,0,None,1,0,0,0,None,0.0,0,0,0,0,0,6.099,0,0,0,1,0,1,0,0,Never,0,2,Prior_Year,Both,0,0,0.0,3.1,0,,0,0,0,0,0,0,0,LTAC_or_SNF,0,0,6.5,13595
441,61.9,Adult,Male,Black,Uninsured,Suburban,1,0,CAP,Bacterial,H_influenzae,0,0,J14,233604007,Patchy_Infiltrate,2.959,321.6,16.1,Negative,Pneumococcal_pos,0.4,37.4,83,20,113,72,85.7,91,14,180.2,67.7,20.8,0,0,1,0,12.4,178,77.9,18.5,4.2,143.5,22.5,8.1,1.52,87,4.2,0.5,182,85,27.1,0.088,1,0,0,0,7.4,40,40.3,31.4,99.3,2.6,0.21,0,0,2,1,1,0,0,0,76,III,3,5,2,1,0,1,0,1,20,4,165,Moderate,1,1,1,Critical,NIV,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,1,0,0,0,0,CAP_ICU,Ceftriaxone,2000,q24h,IV,7,1,Azithromycin,0,0,1,0,None,0.0,0,0,1,0,0,0.773,0,0,0,0,0,0,0,0,Never,0,1,Prior_Year,Both,0,1,15.6,21.1,0,,0,0,0,0,0,0,0,LTAC_or_SNF,0,0,1.0,79142
442,4.4,Pediatric,Female,White,Medicare,Urban,0,0,CAP,Viral,Influenza_A,0,0,J09.X1,233604007,Patchy_Infiltrate,0.109,50.0,19.5,Negative,Negative,6.8,40.6,127,27,102,54,70.0,86,13,187.2,67.2,19.2,1,0,1,1,10.8,104,60.0,12.2,4.9,131.7,36.0,12.9,1.72,173,3.2,3.8,434,1089,12.6,0.917,1,0,1,0,7.36,172,33.1,21.2,91.0,2.2,0.66,0,0,2,1,1,0,0,0,24,I,4,4,1,1,0,0,1,1,12,3,263,Mild,1,0,0,Moderate,Room_Air,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,0,0,0,0,CAP_Inpatient_Non_ICU,Ceftriaxone,1000,q24h,IV,9,1,Azithromycin,0,0,0,0,None,0.0,1,0,0,0,0,0.01,0,0,0,0,1,0,0,0,Never,0,1,Prior_Year,PPSV23_only,0,0,0.0,8.0,0,,0,0,1,0,0,0,0,Home_with_Services,0,0,1.8,9600
443,86.0,Elderly,Male,Hispanic,Private,Urban,0,0,CAP,Bacterial,H_influenzae,0,0,J14,233604007,Interstitial,24.574,252.2,13.8,Negative,Pneumococcal_pos,0.9,37.5,132,19,74,85,81.3,89,15,181.6,103.6,31.4,0,1,1,0,15.0,256,93.0,15.0,6.2,137.6,38.5,13.7,1.4,172,4.4,1.6,1545,147,1.0,0.088,0,0,0,0,7.43,104,41.5,23.5,98.8,4.4,0.51,0,0,3,0,1,0,1,1,101,IV,6,4,1,0,1,1,1,0,15,6,205,Mild,1,0,0,Severe,IMV,1,4.2,6.0,6.1,7.9,15.8,32.4,0,0,0,0,0,0,0,CAP_Inpatient_Non_ICU,Ceftriaxone,1000,q24h,IV,6,1,Azithromycin,0,0,1,0,None,0.0,0,0,0,0,0,5.241,0,0,0,0,0,0,0,1,Former,0,3,Current,PCV13_only,0,0,0.0,2.5,1,0.2,1,1,1,0,0,0,0,Died,0,0,1.6,6399
444,67.7,Elderly,Female,White,Medicare,Suburban,0,1,CAP,Bacterial,H_influenzae,0,0,J14,233604007,Patchy_Infiltrate,4.734,2.0,12.3,Negative,Pneumococcal_pos,2.3,38.3,85,18,124,89,100.7,91,14,187.2,84.8,24.2,0,0,1,0,13.8,248,94.0,26.0,3.6,138.3,19.1,6.8,1.91,221,3.6,0.5,617,3656,8.7,0.105,1,0,0,1,7.46,40,46.1,22.0,93.8,3.8,0.21,0,0,2,1,0,0,0,1,79,III,3,5,2,0,1,0,1,1,11,4,191,Moderate,0,0,0,Moderate,Simple_Mask,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,0,0,0,0,CAP_Inpatient_Non_ICU,Ceftriaxone,1000,q24h,IV,7,1,Azithromycin,0,0,1,1,ARDS,9.6,0,0,0,0,1,1.827,1,0,0,0,0,0,0,1,Former,1,4,Current,Neither,0,0,0.0,2.9,0,,0,0,0,0,1,0,0,Home_with_Services,1,1,1.0,15694
445,51.3,Adult,Male,Black,Private,Suburban,1,1,CAP,Bacterial,S_pneumoniae,0,0,J13,233604007,Patchy_Infiltrate,16.601,166.3,12.0,Negative,Negative,1.2,37.9,119,33,88,71,76.7,88,13,183.2,75.0,22.3,0,1,1,1,12.1,198,82.6,13.4,6.1,138.6,33.5,12.0,2.28,157,2.8,1.3,1042,854,5.4,0.409,1,0,0,0,7.34,178,24.4,23.0,92.9,3.2,0.59,0,0,4,1,1,1,1,0,112,IV,6,5,0,1,1,1,1,1,23,6,299,Mild,1,0,0,Critical,IMV,1,10.7,3.1,5.2,9.0,14.8,17.2,0,0,0,0,1,1,0,CAP_ICU,Ceftriaxone,2000,q24h,IV,8,0,None,0,0,1,0,None,0.0,0,0,1,0,0,6.083,0,0,0,0,0,0,0,1,Current,0,1,Current,Both,0,1,2.4,4.0,1,8.7,1,1,0,0,1,0,0,Died,0,0,5.3,36715
446,77.4,Elderly,Female,Asian,Medicare,Suburban,0,1,CAP,Unknown,Unknown,0,0,J18.9,233604007,Lobar_Consolidation,0.054,22.8,14.8,Negative,Negative,0.2,38.5,110,25,114,65,81.3,92,14,184.1,138.5,40.8,1,0,0,1,12.8,165,66.2,11.7,5.7,140.6,45.5,16.2,1.96,107,2.8,0.9,959,160,83.8,0.127,1,0,0,0,7.27,40,31.9,35.8,96.4,2.4,0.66,0,0,3,1,1,0,0,1,109,IV,6,8,4,0,0,1,2,1,23,8,50,Severe,0,0,0,Severe,NIV,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,1,0,0,0,0,CAP_Inpatient_Non_ICU,Ceftriaxone,1000,q24h,IV,8,0,None,0,0,0,0,None,0.0,0,0,0,0,1,0.017,1,1,0,0,0,0,0,0,Never,0,3,Current,Both,0,0,0.0,4.5,0,,0,0,1,0,0,1,0,SNF_or_Rehab,1,1,4.6,15307
447,78.8,Elderly,Female,Hispanic,Medicare,Urban,0,0,CAP,Atypical,M_pneumoniae,0,0,J15.7,233604007,Patchy_Infiltrate,2.345,97.1,16.5,Negative,Negative,0.1,38.7,97,20,94,80,84.7,94,12,167.6,48.4,17.3,1,0,0,0,10.7,66,82.9,15.0,5.5,135.7,21.9,7.8,0.84,142,3.4,1.0,100,505,1.0,0.172,0,1,0,0,7.43,59,29.6,21.9,93.7,1.0,0.27,0,0,3,1,1,0,0,1,100,IV,3,5,0,1,0,0,2,2,18,4,216,Mild,0,0,0,Severe,Simple_Mask,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,0,0,0,0,CAP_Inpatient_Non_ICU,Ceftriaxone,1000,q24h,IV,10,1,Azithromycin,0,0,0,0,None,0.0,0,0,0,0,0,0.35,0,1,0,1,0,0,0,0,Former,0,6,Current,Neither,0,0,0.0,2.6,0,,0,0,0,0,0,0,1,SNF_or_Rehab,1,1,1.3,33396
448,74.8,Elderly,Male,Hispanic,Private,Urban,0,0,CAP,Bacterial,H_influenzae,0,0,J14,233604007,Patchy_Infiltrate,6.224,94.6,16.2,Negative,Negative,4.0,38.3,134,22,146,69,94.7,98,15,153.8,92.1,38.9,1,0,0,1,16.3,171,95.0,12.9,7.4,141.0,11.8,4.2,1.17,139,2.3,2.8,517,84,5.1,0.169,0,0,0,0,7.39,109,49.3,28.1,93.6,2.5,0.36,0,0,1,0,0,0,0,1,65,II,2,2,0,1,0,1,0,0,15,5,302,None,0,0,0,Mild,HFNC,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,1,0,0,0,CAP_Mild_Outpatient,Amoxicillin,1000,q8h,PO,10,1,Azithromycin,1,0,0,1,COVID_O2_Requiring,6.0,0,0,0,0,1,0.359,0,1,1,0,0,0,0,0,Never,0,6,Never,Neither,0,0,0.0,1.9,0,,0,0,1,0,0,0,1,Home,0,0,1.3,7563
449,4.2,Pediatric,Male,White,Medicare,Rural,1,0,CAP,Bacterial,S_pneumoniae,0,0,J13,233604007,Lobar_Consolidation,7.551,159.4,23.6,Negative,Negative,0.9,39.7,91,24,125,48,73.7,97,13,195.3,56.9,14.9,1,0,0,1,10.0,155,83.9,12.6,6.7,142.6,31.6,11.3,1.36,127,3.1,0.7,1169,445,18.1,0.028,0,0,0,0,7.39,40,34.2,23.7,92.8,2.5,0.42,0,0,2,1,1,0,0,0,12,I,1,6,2,2,1,0,0,1,13,1,51,Severe,0,0,0,Moderate,Nasal_Cannula,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,0,0,0,0,CAP_Inpatient_Non_ICU,Ceftriaxone,1000,q24h,IV,4,1,Azithromycin,0,0,1,0,None,0.0,0,0,0,0,0,1.584,0,0,0,0,0,1,0,0,Never,0,2,Never,PCV13_only,0,0,0.0,6.9,0,,0,0,0,0,0,0,0,Home_with_Services,0,1,1.0,7780
450,60.9,Adult,Male,Hispanic,Private,Urban,0,0,CAP,Viral,Influenza_A,0,0,J09.X1,233604007,Patchy_Infiltrate,0.21,97.7,14.7,Negative,Negative,1.4,39.1,124,18,153,78,103.0,99,13,168.7,76.5,26.9,1,0,0,0,12.1,218,91.7,12.6,7.3,144.0,43.1,15.4,1.73,166,3.0,3.6,287,248,29.5,0.075,1,0,0,0,7.46,89,28.2,27.5,95.5,1.8,0.57,0,0,2,1,1,0,0,0,78,III,1,9,3,2,0,2,1,1,21,4,156,Moderate,1,1,1,Critical,Simple_Mask,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,0,0,0,0,CAP_ICU,Ceftriaxone,2000,q24h,IV,12,0,None,0,0,0,0,None,0.0,1,0,0,0,1,0.038,0,0,0,1,0,0,0,1,Former,0,2,Prior_Year,Both,0,1,4.1,4.4,0,,0,0,1,0,0,0,0,LTAC_or_SNF,1,1,1.7,107516
451,5.3,Pediatric,Female,Asian,Private,Urban,1,0,CAP,Bacterial,K_pneumoniae,0,0,J15.0,233604007,Interstitial,2.443,208.9,6.9,Negative,Negative,4.8,38.5,109,26,93,81,85.0,93,11,181.5,83.3,25.3,1,0,0,1,11.3,242,75.3,25.3,3.0,138.7,42.0,15.0,1.94,105,3.4,2.1,1338,105,17.3,0.213,1,0,0,0,7.42,94,49.3,15.0,96.5,1.7,0.4,0,0,2,1,1,0,0,0,9,I,2,6,1,1,0,2,0,2,20,3,232,Mild,1,1,1,Critical,HFNC,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,1,0,0,0,CAP_ICU,Ceftriaxone,2000,q24h,IV,8,1,Azithromycin,0,0,1,1,COVID_O2_Requiring,6.4,0,0,0,0,0,0.7,0,0,0,0,1,1,0,1,Never,0,2,Current,Neither,0,1,2.9,5.2,0,,0,0,0,0,1,0,1,LTAC_or_SNF,0,0,4.5,70533
452,52.0,Adult,Female,Black,Medicare,Suburban,0,0,CAP,Bacterial,S_pneumoniae,0,0,J13,233604007,Patchy_Infiltrate,4.473,48.2,22.3,Negative,Negative,1.3,38.7,100,24,141,89,106.3,94,11,161.9,98.6,37.6,1,0,0,1,11.3,226,71.0,20.2,3.5,137.6,33.8,12.1,1.71,156,4.3,1.6,713,95,251.8,0.579,1,0,0,0,7.4,135,32.0,30.7,94.9,2.6,0.44,0,0,2,1,1,0,0,0,74,III,1,5,0,1,0,1,1,2,9,4,308,None,0,0,0,Moderate,Room_Air,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,0,0,0,0,CAP_Inpatient_Non_ICU,Ceftriaxone,1000,q24h,IV,7,1,Azithromycin,0,0,1,0,None,0.0,0,0,0,0,1,0.334,0,1,0,0,0,0,0,1,Never,0,2,Current,Neither,0,0,0.0,6.0,0,,0,0,0,0,1,0,0,Home_with_Services,0,0,11.6,56022
453,40.5,Adult,Male,Hispanic,Uninsured,Urban,0,1,VAP,Bacterial,A_baumannii_XDR,0,1,J18.9,429271009,Lobar_Consolidation,2.635,259.1,8.8,Negative,Negative,3.4,40.2,131,16,76,60,65.3,88,14,178.6,74.3,23.3,1,1,1,0,10.6,277,80.3,12.1,6.6,134.2,5.0,1.8,1.77,185,3.1,2.8,1418,16731,296.0,0.82,1,0,1,1,7.38,54,25.2,23.5,90.5,2.8,0.44,0,0,2,1,0,0,1,0,61,II,5,3,0,0,0,1,1,1,6,7,123,Moderate,0,0,1,Critical,IMV_ECMO,1,18.3,9.2,7.7,9.5,14.5,27.9,0,1,0,0,1,1,0,VAP_Protocol,Meropenem,2000,q8h,IV,5,0,None,0,0,0,1,COVID_O2_Requiring,6.0,0,0,0,0,1,0.983,0,0,0,0,0,1,0,0,Never,1,4,Current,Neither,0,1,1.1,6.0,0,,0,0,0,0,1,0,0,LTAC_or_SNF,0,0,1.0,32481
454,4.9,Pediatric,Male,White,Private,Suburban,1,0,CAP,Bacterial,S_pneumoniae,0,0,J13,233604007,Lobar_Consolidation,14.175,262.8,11.1,Positive,Negative,9.3,39.6,105,31,118,75,89.3,95,15,141.1,71.9,36.1,1,0,0,1,10.5,165,60.2,22.1,2.7,131.3,16.9,6.0,1.2,206,2.4,4.0,373,368,5.0,1.455,0,0,1,1,7.45,92,29.6,22.0,87.8,1.1,0.43,0,0,1,0,0,1,0,0,15,I,1,5,0,0,0,2,3,0,13,2,212,Mild,1,0,0,Mild,Nasal_Cannula,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,0,0,0,0,CAP_Mild_Outpatient,Amoxicillin,1000,q8h,PO,14,0,None,0,0,0,1,COVID_O2_Requiring,6.0,0,0,0,0,0,4.36,0,0,1,0,0,0,0,0,Former,0,2,Current,PCV13_only,1,0,0.0,1.1,0,,0,0,0,0,1,0,0,Home,0,0,4.2,16220
455,5.8,Pediatric,Male,White,Medicaid,Urban,0,0,CAP,Bacterial,S_pneumoniae,1,0,J13,233604007,Lobar_Consolidation,3.513,146.8,16.0,Negative,Negative,4.0,38.0,103,32,98,72,80.7,88,12,163.5,73.9,27.6,0,0,1,1,14.0,150,95.0,5.1,18.5,135.2,21.3,7.6,2.86,169,2.7,0.5,1384,211,266.3,0.287,1,0,0,0,7.34,81,36.2,25.9,91.8,2.7,0.63,0,0,3,1,1,1,0,0,41,I,4,8,2,1,0,1,2,2,17,4,130,Moderate,0,0,0,Severe,IMV,1,9.4,10.1,7.1,9.7,17.7,22.2,0,0,0,0,1,0,0,CAP_Inpatient_Non_ICU,Ceftriaxone,1000,q24h,IV,15,0,Vancomycin,0,0,0,1,COVID_O2_Requiring,9.5,0,0,0,0,1,1.37,0,0,0,0,0,0,0,0,Never,0,1,Current,Both,0,0,0.0,9.7,0,,0,0,1,0,0,0,0,SNF_or_Rehab,0,0,12.7,25658
456,58.4,Adult,Male,White,Private,Suburban,1,0,CAP,Viral,Influenza_A,0,0,J09.X1,233604007,Interstitial,0.344,125.2,16.2,Contaminated,Pneumococcal_pos,0.7,38.2,126,19,105,72,83.0,85,14,166.9,56.2,20.2,0,0,1,0,9.5,274,81.2,24.0,3.4,137.3,26.2,9.3,1.28,193,3.4,4.6,100,138,228.3,0.078,0,0,0,1,7.34,121,36.5,23.5,92.5,1.2,0.46,0,0,2,1,1,0,0,0,75,III,3,4,1,0,0,2,0,1,14,5,260,Mild,1,0,0,Moderate,HFNC,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,1,0,0,0,CAP_Inpatient_Non_ICU,Ceftriaxone,1000,q24h,IV,14,1,Azithromycin,0,0,0,1,COVID_O2_Requiring,6.0,1,0,0,1,1,0.121,0,0,0,0,0,1,0,1,Current,0,1,Current,PCV13_only,0,0,0.0,5.1,0,,0,0,0,0,1,0,0,Home_with_Services,0,0,3.0,14018
457,20.7,Adult,Female,White,Medicaid,Rural,1,0,CAP,Unknown,Unknown,0,0,J18.9,233604007,Patchy_Infiltrate,0.162,68.8,6.8,Positive,Negative,0.9,39.2,123,17,104,73,83.3,97,14,173.1,93.9,31.3,1,0,0,0,13.9,214,88.4,23.7,3.7,136.5,45.5,16.3,0.88,133,3.3,3.5,388,680,12.8,0.116,0,0,0,0,7.38,41,31.3,18.4,94.4,0.9,0.4,0,0,2,1,1,0,0,0,15,I,1,6,2,1,0,2,0,1,21,4,103,Moderate,1,0,0,Moderate,Simple_Mask,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,0,0,0,0,CAP_Inpatient_Non_ICU,Ceftriaxone,1000,q24h,IV,8,1,Azithromycin,0,1,0,0,None,0.0,0,0,0,0,1,0.032,0,1,0,1,0,0,0,0,Never,0,1,Never,PPSV23_only,0,0,0.0,3.7,0,,0,0,1,0,0,0,0,Home_with_Services,0,0,2.9,11880
458,46.3,Adult,Female,White,Medicaid,Rural,0,0,HAP,Bacterial,S_aureus_MRSA,1,0,J15.212,64667001,Lobar_Consolidation,0.564,196.9,10.8,Positive,Negative,3.5,39.3,125,25,94,70,78.0,85,14,179.8,86.2,26.7,1,0,1,1,13.0,178,75.9,28.3,2.7,138.8,14.7,5.3,0.95,143,4.0,2.4,1067,149,23.3,0.133,0,0,0,0,7.31,152,32.6,12.8,92.8,2.4,0.48,0,1,1,1,0,0,0,0,22,I,4,3,2,0,0,0,0,1,17,3,313,None,1,1,1,Critical,IMV,1,2.9,4.6,6.0,6.2,15.5,27.1,0,0,0,0,1,0,0,HAP_Non_VAP,Piperacillin_Tazobactam,4500,q6h,IV,9,1,Azithromycin,0,0,1,0,None,0.0,0,0,1,0,1,0.159,0,0,0,0,0,0,0,0,Never,0,1,Never,Both,0,0,0.0,4.0,1,3.1,1,1,0,0,0,0,0,Died,0,0,3.4,23692
459,81.8,Elderly,Male,Other,Medicaid,Suburban,0,0,VAP,Bacterial,P_aeruginosa,0,0,J15.1,429271009,Interstitial,9.408,99.7,8.2,Negative,Negative,0.6,38.3,40,20,81,69,73.0,90,15,156.0,89.6,36.8,1,1,1,0,10.4,307,66.8,18.8,3.6,129.5,60.1,21.5,2.14,220,3.5,5.1,1001,104,43.3,0.144,1,0,1,1,7.35,71,34.1,28.7,96.0,2.4,0.49,0,0,3,0,1,0,1,1,96,IV,6,7,2,2,1,2,0,0,29,5,144,Moderate,0,0,1,Critical,NIV,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,1,0,0,0,0,VAP_Protocol,Meropenem,2000,q8h,IV,12,0,None,1,0,0,0,None,0.0,0,0,0,0,1,3.255,1,0,0,0,0,1,0,0,Former,0,3,Never,Both,0,1,9.9,14.9,0,,0,0,0,0,0,0,0,LTAC_or_SNF,0,0,3.1,80611
460,55.0,Adult,Female,Hispanic,Private,Urban,1,0,VAP,Bacterial,S_aureus_MRSA,1,0,J15.212,429271009,Lobar_Consolidation,1.125,223.6,20.0,Negative,Negative,4.5,40.3,125,38,88,72,77.3,82,12,175.3,78.5,25.5,1,1,1,1,11.6,198,95.0,12.9,7.3,133.4,34.6,12.4,3.39,124,3.2,3.8,4242,739,41.4,0.605,1,0,1,0,7.33,92,39.8,19.3,84.0,3.2,0.58,0,1,4,1,1,1,1,0,119,IV,6,6,1,0,0,2,1,2,19,6,159,Moderate,0,0,1,Critical,IMV_ECMO,1,2.2,1.5,6.2,9.5,14.6,15.0,0,1,0,0,1,1,1,VAP_Protocol,Meropenem,2000,q8h,IV,7,1,Azithromycin,0,0,1,1,ARDS,8.3,0,0,0,0,1,0.137,0,0,1,0,0,1,0,0,Current,0,1,Current,Neither,0,1,12.5,15.7,0,,0,0,0,0,0,0,0,LTAC_or_SNF,0,0,5.5,14025
461,70.4,Elderly,Male,White,Medicare,Suburban,0,0,CAP,Atypical,M_pneumoniae,0,0,J15.7,233604007,Lobar_Consolidation,0.041,2.0,19.5,Negative,Pneumococcal_pos,17.9,37.9,102,19,118,87,97.3,97,13,181.5,75.8,23.0,0,0,0,0,11.9,197,67.7,24.6,2.7,145.4,13.6,4.9,1.0,130,3.3,2.1,254,273,4.8,0.172,0,0,0,0,7.4,114,39.1,21.0,88.3,3.2,0.55,0,0,2,1,0,0,0,1,77,III,3,5,1,1,1,1,0,1,18,3,209,Mild,0,0,0,Moderate,NIV,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,1,0,0,0,0,CAP_Inpatient_Non_ICU,Ceftriaxone,1000,q24h,IV,10,1,Azithromycin,0,1,1,0,None,0.0,0,0,0,0,1,0.01,1,0,1,0,1,0,0,1,Former,0,3,Current,Both,0,0,0.0,1.0,0,,0,0,0,0,0,1,0,Home_with_Services,0,0,14.0,6183
462,5.5,Pediatric,Female,White,Medicare,Rural,0,0,CAP,Bacterial,H_influenzae,0,0,J14,233604007,Interstitial,5.28,51.9,8.6,Negative,Pneumococcal_pos,1.4,40.2,104,33,130,60,83.3,95,13,193.8,105.9,28.2,1,0,0,1,9.5,145,84.2,10.9,7.7,140.3,38.6,13.8,2.58,202,3.7,1.7,249,217,173.6,0.039,1,0,0,1,7.36,72,31.9,20.2,87.4,2.0,0.7,0,0,3,1,1,1,0,0,51,I,2,5,2,0,0,0,2,1,17,7,103,Moderate,1,0,0,Severe,Simple_Mask,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,0,0,0,0,CAP_Inpatient_Non_ICU,Ceftriaxone,1000,q24h,IV,9,1,Azithromycin,0,0,1,0,None,0.0,0,0,0,0,1,0.832,0,0,1,0,0,0,0,0,Never,0,1,Current,Both,0,0,0.0,3.7,0,,0,0,0,0,0,0,0,SNF_or_Rehab,0,0,1.8,22415
463,86.6,Elderly,Male,White,Private,Suburban,0,0,CAP,Bacterial,Legionella_pneumophila,0,0,J15.0,233604007,Patchy_Infiltrate,4.147,171.5,19.3,Negative,Negative,2.2,39.4,113,19,117,69,85.0,93,14,175.8,102.5,33.2,1,0,0,0,9.7,292,84.5,13.1,6.5,139.2,37.5,13.4,1.64,144,2.8,3.7,100,94,34.8,0.505,1,0,0,0,7.49,40,34.6,28.6,90.4,5.0,0.25,0,0,3,1,1,0,0,1,115,IV,3,5,1,0,0,1,2,1,18,6,149,Moderate,1,0,0,Severe,IMV,1,25.4,13.7,5.9,11.2,16.5,26.0,1,0,0,0,0,0,0,CAP_Inpatient_Non_ICU,Ceftriaxone,1000,q24h,IV,14,1,Azithromycin,0,0,0,0,None,0.0,0,0,0,0,1,0.842,0,1,0,0,0,0,0,0,Current,0,6,Prior_Year,PPSV23_only,0,0,0.0,4.0,0,,0,0,0,0,0,0,0,SNF_or_Rehab,0,1,1.0,11281
464,62.8,Adult,Female,Asian,Medicare,Suburban,0,0,CAP,Bacterial,S_aureus_MSSA,0,0,J15.21,233604007,Interstitial,7.584,165.2,19.1,Negative,Negative,5.6,37.9,108,23,132,65,87.3,96,13,162.9,111.1,41.9,0,0,0,1,13.1,212,81.0,14.8,5.5,138.2,34.8,12.4,2.25,143,3.7,1.3,308,207,8.6,0.016,1,0,0,0,7.44,121,40.4,20.6,97.0,3.3,0.55,0,0,2,1,1,0,0,0,88,III,1,6,2,2,0,1,0,1,21,3,221,Mild,1,0,0,Moderate,IMV_ECMO,1,16.7,18.3,6.4,9.4,13.6,22.3,0,1,0,0,0,0,0,CAP_Inpatient_Non_ICU,Ceftriaxone,1000,q24h,IV,12,1,Azithromycin,0,0,1,0,None,0.0,0,0,0,0,0,2.037,0,1,0,0,0,0,0,0,Former,1,2,Current,Neither,1,0,0.0,3.8,0,,0,0,0,0,1,0,0,Home_with_Services,1,1,1.4,16048
465,69.4,Elderly,Female,White,Medicare,Suburban,1,0,CAP,Bacterial,S_pneumoniae,0,0,J13,233604007,Interstitial,5.419,199.1,10.5,Positive,Negative,0.4,38.3,112,28,88,65,72.7,92,12,154.0,88.2,37.2,0,1,0,1,13.3,208,71.5,24.6,2.9,135.7,14.8,5.3,1.03,137,3.2,1.8,629,154,3.2,0.087,0,0,0,0,7.39,132,46.8,25.8,88.9,0.6,0.53,0,0,3,1,0,0,1,1,121,IV,6,4,1,0,1,0,0,2,19,6,251,Mild,0,0,0,Severe,NIV,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,1,0,0,0,0,CAP_Inpatient_Non_ICU,Ceftriaxone,1000,q24h,IV,8,0,None,0,0,0,0,None,0.0,0,0,0,0,1,0.771,0,1,0,0,0,1,0,0,Current,1,5,Current,Neither,0,0,0.0,1.0,0,,0,0,0,0,0,0,0,SNF_or_Rehab,0,1,5.8,26948
466,95.0,Elderly,Male,Black,Medicare,Suburban,0,0,CAP,Bacterial,S_pneumoniae,0,0,J13,233604007,Multilobar,0.173,134.5,4.1,Positive,Negative,6.7,38.3,96,21,105,52,69.7,100,12,188.1,109.8,31.0,1,0,0,0,12.5,250,78.2,10.8,7.2,129.9,31.2,11.1,1.15,155,2.6,3.0,924,134,4.9,0.494,0,0,1,0,7.4,57,29.7,21.6,88.9,3.8,0.3,0,0,3,1,1,0,0,1,110,IV,3,8,2,0,1,1,2,2,27,6,191,Moderate,0,0,1,Critical,NIV,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,1,0,0,0,0,CAP_ICU,Ceftriaxone,2000,q24h,IV,13,1,Azithromycin,0,1,0,0,None,0.0,0,0,0,0,1,0.035,1,0,0,0,0,0,0,0,Former,0,4,Current,Both,0,1,1.0,1.9,0,,0,0,0,0,0,0,0,LTAC_or_SNF,0,1,3.9,89449
467,87.7,Elderly,Female,Asian,Private,Suburban,0,1,CAP,Bacterial,H_influenzae,0,0,J14,233604007,Lobar_Consolidation,3.039,312.0,8.9,Negative,Negative,4.3,39.0,129,25,125,71,89.0,94,15,176.1,70.8,22.8,1,0,0,1,11.1,261,70.5,9.7,7.2,138.6,13.8,4.9,1.67,196,3.5,3.8,100,538,13.8,0.28,1,0,0,1,7.47,145,42.7,17.7,94.7,1.1,0.41,0,0,1,0,0,0,0,1,95,IV,3,2,0,0,0,0,2,0,14,4,357,None,0,0,0,Mild,Room_Air,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,0,0,0,0,CAP_Mild_Outpatient,Amoxicillin,1000,q8h,PO,8,0,None,0,0,0,1,COVID_O2_Requiring,9.1,0,0,0,0,0,0.842,0,1,0,0,1,0,0,0,Never,0,5,Current,PPSV23_only,0,0,0.0,1.0,0,,0,0,0,0,0,0,0,Home,0,0,6.5,17879
468,60.4,Adult,Female,White,Medicare,Urban,0,0,VAP,Bacterial,P_aeruginosa,1,0,J15.1,429271009,Interstitial,7.464,191.2,12.7,Contaminated,Negative,0.9,39.1,125,33,110,72,84.7,85,13,167.8,75.6,26.9,1,0,1,1,10.8,215,90.4,14.0,6.4,125.5,23.9,8.5,2.59,204,3.7,2.1,2938,15454,190.8,0.157,1,0,1,1,7.32,130,31.8,24.9,92.9,6.3,0.52,0,0,3,1,1,1,0,0,92,IV,4,3,1,1,0,0,0,1,20,5,249,Mild,1,0,1,Critical,HFNC,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,1,0,0,0,VAP_Protocol,Meropenem,2000,q8h,IV,6,0,Vancomycin,0,0,0,1,ARDS,6.5,0,0,0,0,1,2.527,1,0,1,0,1,0,0,0,Current,1,1,Current,Neither,0,1,5.7,9.3,0,,0,0,0,0,1,0,0,LTAC_or_SNF,0,0,1.0,25478
469,0.0,Pediatric,Male,Hispanic,Private,Urban,0,0,CAP,Bacterial,Legionella_pneumophila,0,0,J15.0,233604007,Patchy_Infiltrate,32.083,196.3,22.2,Negative,Negative,2.8,37.9,113,21,95,68,77.0,91,12,150.2,106.3,47.1,0,0,1,0,11.1,258,86.0,19.4,4.4,135.2,26.1,9.3,1.63,155,3.0,3.5,136,2786,5.6,1.556,1,0,0,0,7.33,40,25.9,27.0,86.3,2.7,0.71,0,0,2,1,1,0,0,0,26,I,3,7,3,1,1,0,0,2,21,4,50,Severe,1,0,0,Moderate,Simple_Mask,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,0,0,0,0,CAP_Inpatient_Non_ICU,Ceftriaxone,1000,q24h,IV,7,1,Azithromycin,0,0,0,1,COVID_O2_Requiring,9.4,0,0,0,0,1,4.152,0,0,1,0,0,0,0,0,Never,0,2,Current,PPSV23_only,0,0,0.0,3.8,0,,0,0,1,0,1,0,0,Home_with_Services,1,0,2.8,20778
470,60.1,Adult,Male,Other,Medicaid,Suburban,0,0,CAP,Viral,Influenza_B,0,0,J18.9,233604007,Lobar_Consolidation,0.079,99.8,13.9,Negative,Pneumococcal_pos,2.7,37.7,113,18,127,70,89.0,90,13,157.8,98.6,39.6,0,0,1,0,8.2,227,80.2,10.7,7.5,136.5,17.8,6.4,1.91,199,4.0,0.9,389,7117,83.1,0.089,1,0,0,1,7.4,221,24.6,19.8,85.3,3.2,0.69,0,0,1,1,0,0,0,0,93,IV,3,2,0,0,1,0,0,1,9,4,323,None,1,0,0,Mild,Nasal_Cannula,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,0,0,0,0,CAP_Mild_Outpatient,Amoxicillin,1000,q8h,PO,8,1,Azithromycin,0,1,0,0,None,0.0,1,0,0,0,0,0.026,0,0,0,0,0,0,1,0,Former,0,2,Current,Both,0,0,0.0,4.3,0,,0,0,0,0,1,0,0,Home,0,1,5.4,11180
471,72.6,Elderly,Female,White,Medicaid,Urban,0,0,HAP,Bacterial,S_maltophilia,0,0,J18.9,64667001,Multilobar,0.873,250.2,11.4,Contaminated,Negative,1.4,40.0,136,22,90,69,76.0,86,12,174.9,73.6,24.1,1,0,1,1,10.9,204,77.8,15.2,5.1,132.8,49.7,17.7,3.0,188,2.0,0.7,482,290,107.6,0.029,1,0,1,1,7.36,40,40.6,20.4,84.7,4.0,0.55,0,0,3,1,1,0,0,1,107,IV,5,7,3,0,0,1,1,2,19,4,50,Severe,0,0,0,Severe,HFNC,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,1,0,0,0,HAP_Non_VAP,Piperacillin_Tazobactam,4500,q6h,IV,6,0,None,1,0,1,1,ARDS,11.5,0,0,0,0,0,0.331,0,0,0,0,0,0,0,0,Former,0,6,Never,PPSV23_only,0,0,0.0,3.2,0,,0,0,0,0,0,0,0,SNF_or_Rehab,0,1,1.0,5000
472,63.4,Adult,Male,White,Medicare,Rural,1,0,HAP,Bacterial,S_aureus_MRSA,1,0,J15.212,64667001,Patchy_Infiltrate,2.946,220.3,16.0,Negative,Negative,19.8,39.4,126,29,92,85,87.3,82,9,171.9,57.0,19.3,1,0,1,1,12.4,132,95.0,21.7,4.4,144.4,24.4,8.7,1.42,197,2.4,1.9,1000,5956,44.8,0.35,0,0,0,1,7.39,95,43.1,22.1,93.2,3.4,0.38,0,0,2,1,1,0,0,0,97,IV,4,5,0,1,0,1,0,3,17,6,251,Mild,0,0,0,Moderate,HFNC,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,1,0,0,0,HAP_Non_VAP,Piperacillin_Tazobactam,4500,q6h,IV,6,1,Azithromycin,0,0,0,0,None,0.0,0,0,0,1,1,0.57,0,0,0,0,0,0,0,0,Never,0,2,Current,PCV13_only,0,0,0.0,1.7,0,,0,0,0,0,0,0,1,Home_with_Services,0,0,4.1,27587
473,0.5,Pediatric,Male,Other,Private,Suburban,0,1,CAP,Viral,Influenza_B,0,0,J18.9,233604007,Interstitial,0.112,102.5,6.6,Negative,Legionella_pos,5.2,38.6,93,22,128,69,88.7,95,14,146.6,75.5,35.1,1,0,0,1,12.6,345,65.1,25.0,2.6,145.2,17.9,6.4,0.88,100,3.4,2.5,285,355,37.0,0.01,0,0,0,0,7.47,125,34.4,25.7,96.3,0.9,0.45,0,0,1,1,0,0,0,0,15,I,1,6,0,2,0,2,1,1,14,3,277,Mild,0,0,0,Mild,Nasal_Cannula,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,0,0,0,0,CAP_Mild_Outpatient,Amoxicillin,1000,q8h,PO,4,1,Azithromycin,0,1,0,0,None,0.0,1,0,0,0,1,0.027,1,0,0,0,0,0,0,0,Never,0,1,Current,PCV13_only,0,0,0.0,1.9,0,,0,0,0,0,1,0,1,Home,0,0,2.9,5000
474,1.9,Pediatric,Male,Asian,Private,Urban,0,0,CAP,Atypical,C_pneumoniae,0,0,J18.9,233604007,Patchy_Infiltrate,0.272,112.8,17.5,Positive,Legionella_pos,5.3,39.3,124,31,108,55,72.7,84,15,175.0,64.9,21.2,1,0,1,1,15.1,102,65.7,16.2,4.0,140.2,19.2,6.8,1.71,229,2.9,2.7,1203,1927,102.4,0.066,1,0,0,1,7.33,160,33.6,29.9,88.3,1.4,0.59,0,0,1,0,0,1,0,0,19,I,3,4,0,0,1,1,2,0,12,1,271,Mild,0,0,0,Mild,Nasal_Cannula,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,0,0,0,0,CAP_Mild_Outpatient,Amoxicillin,1000,q8h,PO,6,1,Azithromycin,0,1,0,1,COVID_O2_Requiring,6.0,0,0,0,0,1,0.015,0,1,0,0,0,0,0,0,Never,0,1,Never,PCV13_only,0,0,0.0,12.4,0,,0,0,1,1,0,0,0,Home,0,0,9.7,5000
475,63.3,Adult,Female,Hispanic,Private,Suburban,1,0,CAP,Bacterial,S_pneumoniae,0,0,J13,233604007,Patchy_Infiltrate,15.111,52.3,9.2,Negative,Negative,2.3,38.3,104,22,103,70,81.0,81,14,150.7,117.9,51.9,0,0,1,1,9.9,223,79.0,15.2,5.2,133.2,38.1,13.6,1.33,160,2.9,1.3,3511,682,2.0,0.272,0,0,1,0,7.31,40,25.5,21.6,96.3,2.6,0.6,0,1,2,1,1,0,0,0,76,III,3,6,2,1,2,0,0,1,14,3,53,Severe,0,0,0,Moderate,Nasal_Cannula,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,0,0,0,0,CAP_Inpatient_Non_ICU,Ceftriaxone,1000,q24h,IV,9,1,Azithromycin,0,0,0,1,ARDS,7.2,0,0,0,0,1,4.512,1,0,0,0,0,0,0,0,Never,0,1,Never,Both,0,0,0.0,3.3,0,,0,0,0,0,0,0,0,Home_with_Services,0,0,1.0,12853
476,95.0,Elderly,Male,Hispanic,Private,Suburban,1,0,CAP,Bacterial,H_influenzae,0,0,J14,233604007,Lobar_Consolidation,6.826,54.9,11.3,Negative,Negative,4.7,39.4,144,20,95,90,91.7,87,10,182.9,96.7,28.9,1,0,1,0,9.9,87,79.4,23.5,3.4,143.2,24.3,8.7,2.43,60,3.1,3.2,1054,306,8.1,0.126,1,1,0,0,7.33,45,38.6,20.2,90.6,4.7,0.44,0,1,3,1,1,0,0,1,115,IV,5,5,2,1,0,0,0,2,19,6,102,Moderate,0,0,0,Severe,IMV,1,2.1,2.5,7.1,10.6,22.4,20.8,0,0,0,0,1,1,0,CAP_Inpatient_Non_ICU,Ceftriaxone,1000,q24h,IV,11,0,None,0,0,1,1,COVID_O2_Requiring,7.7,0,0,0,0,0,2.425,0,0,0,0,0,0,0,0,Former,0,4,Current,Neither,0,0,0.0,2.3,0,,0,0,0,0,0,0,0,SNF_or_Rehab,0,0,6.9,8149
477,66.4,Elderly,Male,White,Medicare,Suburban,0,0,CAP,Bacterial,S_pneumoniae,0,0,J13,233604007,Multilobar,5.47,174.7,17.0,Negative,Negative,5.3,41.4,127,14,87,54,65.0,86,12,170.3,63.1,21.8,1,1,1,0,11.7,179,92.4,13.8,6.7,138.3,44.4,15.8,1.81,228,2.8,2.9,287,1365,23.3,0.387,1,0,0,1,7.4,62,34.4,21.2,90.5,1.1,0.63,0,0,4,1,1,0,1,1,119,IV,5,8,3,2,0,1,0,2,24,7,99,Severe,0,0,0,Critical,IMV_ECMO,1,7.4,10.8,5.6,10.4,23.1,24.1,1,1,0,0,1,1,0,CAP_ICU,Ceftriaxone,2000,q24h,IV,11,0,None,0,0,1,1,COVID_O2_Requiring,8.4,0,0,0,0,0,0.312,1,1,0,0,0,0,0,1,Former,0,7,Never,Both,0,0,0.0,7.7,0,,0,0,1,0,1,1,0,LTAC_or_SNF,0,1,2.3,16858
478,91.8,Elderly,Female,Asian,Uninsured,Urban,0,0,CAP,Bacterial,K_pneumoniae,0,0,J15.0,233604007,Patchy_Infiltrate,23.494,166.2,22.7,Negative,Negative,0.6,39.8,89,37,107,79,88.3,88,15,162.9,57.0,21.5,1,0,1,1,12.5,164,86.0,21.7,4.0,133.3,37.6,13.4,0.47,150,3.1,2.9,621,673,24.5,0.03,0,0,1,0,7.34,40,27.2,19.3,87.3,4.3,0.35,0,1,3,0,1,1,0,1,112,IV,5,6,3,0,2,1,0,0,11,7,63,Severe,0,0,0,Severe,NIV,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,1,0,0,0,0,CAP_Inpatient_Non_ICU,Ceftriaxone,1000,q24h,IV,9,1,Azithromycin,0,0,1,0,None,0.0,0,0,0,0,1,8.112,1,0,0,0,1,0,0,0,Never,0,4,Current,Both,0,0,0.0,2.9,0,,0,0,1,0,0,0,0,SNF_or_Rehab,0,0,1.0,21561
479,70.4,Elderly,Male,Hispanic,Medicare,Rural,0,0,CAP,Viral,Influenza_A,0,0,J09.X1,233604007,Lobar_Consolidation,0.222,64.6,25.7,Negative,Pneumococcal_pos,1.2,38.7,147,27,129,83,98.3,78,9,178.9,62.9,19.6,1,0,1,1,7.9,202,81.0,26.4,3.1,136.4,23.1,8.2,1.72,141,3.3,0.5,4951,29,185.9,0.451,1,0,0,0,7.26,97,36.5,15.4,88.9,3.4,0.58,0,1,3,1,1,0,0,1,87,III,6,9,3,0,1,2,0,3,21,6,168,Moderate,1,0,0,Severe,Nasal_Cannula,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,0,0,0,0,CAP_Inpatient_Non_ICU,Ceftriaxone,1000,q24h,IV,3,1,Azithromycin,0,1,1,1,COVID_O2_Requiring,10.6,1,0,1,0,0,0.023,0,0,0,0,0,1,0,0,Never,0,8,Prior_Year,PCV13_only,0,0,0.0,1.1,0,,0,0,0,0,1,0,0,SNF_or_Rehab,0,0,1.9,11104
480,79.4,Elderly,Female,White,Medicaid,Urban,0,1,CAP,Bacterial,H_influenzae,0,0,J14,233604007,Lobar_Consolidation,17.987,181.4,8.7,Negative,Negative,1.2,38.3,62,23,119,43,68.3,88,14,171.9,67.7,22.9,0,0,1,1,13.3,229,84.4,21.2,4.0,140.9,24.8,8.9,0.91,125,3.0,1.8,769,266,15.2,0.015,0,0,0,0,7.41,127,28.2,23.6,100.0,1.3,0.43,0,0,3,1,1,0,0,1,95,IV,5,3,1,0,0,1,0,1,22,6,298,Mild,0,0,0,Severe,NIV,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,1,0,0,0,0,CAP_Inpatient_Non_ICU,Ceftriaxone,1000,q24h,IV,5,1,Azithromycin,0,0,1,0,None,0.0,0,0,1,0,0,6.201,1,1,0,0,0,0,0,0,Current,0,4,Never,PPSV23_only,0,0,0.0,1.7,0,,0,0,1,0,1,0,1,SNF_or_Rehab,0,0,6.3,44186
481,54.1,Adult,Male,Black,Private,Suburban,0,0,HAP,Bacterial,S_aureus_MRSA,1,0,J15.212,64667001,Interstitial,7.753,220.7,12.1,Contaminated,Negative,2.5,36.6,119,27,124,73,90.0,89,11,182.6,76.3,22.9,0,0,1,1,11.9,119,86.2,7.8,11.0,133.5,24.8,8.9,2.3,179,3.0,3.1,1764,1701,414.3,0.926,1,0,1,0,7.34,163,38.0,24.0,89.6,2.2,0.77,0,0,2,1,1,0,0,0,77,III,4,7,0,1,0,3,1,2,23,3,213,Mild,0,0,0,Moderate,HFNC,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,1,0,0,0,HAP_Non_VAP,Piperacillin_Tazobactam,4500,q6h,IV,7,1,Azithromycin,0,0,1,1,COVID_O2_Requiring,6.3,0,0,1,0,0,1.858,1,0,1,0,0,0,1,0,Never,0,1,Current,PPSV23_only,0,0,0.0,7.7,0,,0,0,1,0,1,0,0,Home_with_Services,0,0,5.9,7031
482,52.2,Adult,Female,Other,Medicare,Urban,0,0,HAP,Bacterial,Enterobacter_spp,0,0,J18.9,64667001,Lobar_Consolidation,2.947,92.8,18.1,Positive,Negative,4.7,40.2,97,20,114,74,87.3,86,9,168.9,104.5,36.6,1,0,1,0,7.0,177,95.0,5.6,17.1,136.1,39.1,14.0,2.66,130,2.7,1.2,100,787,14.8,0.126,1,0,0,0,7.26,103,27.5,21.5,86.2,6.0,0.63,0,1,2,1,1,0,0,0,81,III,3,8,2,0,1,1,1,3,24,4,164,Moderate,1,0,0,Moderate,Simple_Mask,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,0,0,0,0,HAP_Non_VAP,Piperacillin_Tazobactam,4500,q6h,IV,11,0,None,0,0,0,0,None,0.0,0,0,0,0,1,0.529,0,0,0,0,0,0,0,0,Current,0,2,Current,Neither,0,0,0.0,2.4,0,,0,0,0,0,1,0,0,Home_with_Services,0,0,5.0,5000
483,71.9,Elderly,Female,Asian,Medicaid,Suburban,0,0,CAP,Bacterial,S_pneumoniae,0,0,J13,233604007,Patchy_Infiltrate,11.252,179.2,20.8,Negative,Negative,0.6,39.8,140,21,97,66,76.3,91,12,169.5,58.7,20.4,1,0,1,0,11.3,286,83.6,12.4,6.8,137.3,27.3,9.7,0.87,136,2.5,0.7,838,880,12.6,1.11,0,0,0,0,7.38,95,37.0,21.8,89.9,4.1,0.48,0,0,3,1,1,0,0,1,83,III,5,7,3,1,0,0,1,2,18,8,195,Moderate,0,0,0,Severe,NIV,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,1,0,0,0,0,CAP_Inpatient_Non_ICU,Ceftriaxone,1000,q24h,IV,6,0,None,1,0,0,1,COVID_O2_Requiring,10.0,0,0,0,0,0,4.269,0,0,0,0,1,1,0,0,Never,0,4,Prior_Year,Neither,0,0,0.0,4.6,0,,0,0,0,0,1,0,0,SNF_or_Rehab,1,0,1.4,12647
484,79.8,Elderly,Male,White,Medicare,Suburban,0,1,CAP,Bacterial,S_aureus_MSSA,0,0,J15.21,233604007,Patchy_Infiltrate,11.932,86.1,4.0,Negative,Negative,6.6,38.5,110,34,79,61,67.0,95,12,164.9,130.4,48.0,1,1,0,1,10.0,99,74.0,18.7,4.0,131.8,23.9,8.5,1.51,136,3.5,2.1,363,136,16.3,0.061,1,1,1,0,7.35,143,31.2,18.6,92.2,4.3,0.53,0,0,5,1,1,1,1,1,125,IV,6,4,0,1,1,0,0,2,16,9,272,Mild,0,0,0,Critical,IMV,1,21.5,2.9,6.6,8.7,8.6,23.9,0,0,0,0,1,1,1,CAP_ICU,Ceftriaxone,2000,q24h,IV,4,0,None,0,0,1,1,CAP_Severe,7.9,0,0,0,0,1,3.154,0,0,0,0,1,0,0,0,Current,1,5,Prior_Year,PPSV23_only,0,0,0.0,3.3,1,11.2,1,1,0,0,1,0,0,Died,0,0,9.9,13433
485,0.0,Pediatric,Female,White,Medicaid,Suburban,0,0,CAP,Bacterial,S_aureus_MSSA,0,0,J15.21,233604007,Lobar_Consolidation,3.565,207.1,14.7,Negative,Negative,2.8,37.6,88,27,95,64,74.3,93,13,170.9,59.2,20.3,0,0,0,1,10.9,139,82.1,18.1,4.5,135.6,27.0,9.7,1.82,141,4.1,2.2,182,530,5.4,1.388,1,0,0,0,7.49,40,21.7,23.7,96.4,1.9,0.45,0,0,2,1,1,0,0,0,15,I,2,6,3,1,0,1,0,1,19,4,76,Severe,0,0,0,Moderate,HFNC,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,1,0,0,0,CAP_Inpatient_Non_ICU,Ceftriaxone,1000,q24h,IV,12,1,Azithromycin,1,0,0,1,COVID_O2_Requiring,6.4,0,0,0,0,1,0.226,0,0,0,0,1,0,0,0,Former,0,2,Never,PPSV23_only,1,0,0.0,6.4,0,,0,0,0,0,1,0,0,Home_with_Services,0,0,3.4,18740
486,45.7,Adult,Male,Other,Private,Urban,0,0,HAP,Bacterial,S_aureus_MRSA,1,0,J15.212,64667001,Patchy_Infiltrate,2.94,48.5,14.2,Negative,Negative,3.2,38.5,111,26,86,60,68.7,90,10,186.7,49.0,14.1,1,1,1,1,8.0,222,57.6,24.1,2.4,130.3,19.0,6.8,2.09,155,3.3,4.1,1001,622,519.1,0.109,1,0,1,0,7.34,177,38.2,21.1,89.9,4.9,0.53,0,1,2,1,0,0,1,0,29,I,6,3,0,1,0,0,0,2,10,3,332,None,0,0,0,Moderate,Nasal_Cannula,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,0,0,0,0,HAP_Non_VAP,Piperacillin_Tazobactam,4500,q6h,IV,6,1,Azithromycin,1,0,1,0,None,0.0,0,0,0,0,1,0.935,1,0,0,0,0,0,0,0,Never,0,3,Current,PPSV23_only,0,0,0.0,2.9,0,,0,0,0,0,0,0,0,Home_with_Services,0,1,2.8,9894
487,44.6,Adult,Male,Other,Medicare,Suburban,0,1,HAP,Bacterial,S_aureus_MSSA,0,0,J15.21,64667001,Lobar_Consolidation,17.461,204.4,5.3,Positive,Pneumococcal_pos,6.3,39.5,93,19,95,65,75.0,94,11,162.5,117.1,44.4,1,0,0,0,12.4,195,80.7,16.8,4.8,139.6,28.5,10.2,2.33,193,3.3,1.9,592,317,1.0,0.02,1,0,0,1,7.41,108,41.3,24.0,88.8,3.2,0.75,0,0,2,1,1,0,0,0,13,I,1,6,2,1,0,1,0,2,17,4,144,Moderate,1,0,0,Moderate,NIV,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,1,0,0,0,0,HAP_Non_VAP,Piperacillin_Tazobactam,4500,q6h,IV,5,0,None,0,0,1,0,None,0.0,0,0,0,0,1,1.988,0,0,0,0,1,0,0,0,Never,0,1,Current,PCV13_only,0,0,0.0,1.9,0,,0,0,0,0,0,0,0,Home_with_Services,0,0,3.4,5000
488,43.6,Adult,Male,Hispanic,Medicare,Suburban,0,0,HAP,Bacterial,Enterobacter_spp,0,0,J18.9,64667001,Multilobar,33.014,77.2,7.4,Negative,Negative,3.8,38.8,96,20,130,65,86.7,87,11,175.1,109.1,35.6,1,0,1,0,15.5,212,90.7,13.8,6.6,133.2,33.5,12.0,2.09,162,3.0,1.2,182,124,7.7,0.136,1,0,1,0,7.39,191,33.1,24.2,98.4,1.8,0.64,0,0,2,1,1,0,0,0,17,I,3,6,1,0,0,2,1,2,17,7,296,Mild,0,0,0,Moderate,Nasal_Cannula,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,0,0,0,0,HAP_Non_VAP,Piperacillin_Tazobactam,4500,q6h,IV,9,1,Azithromycin,0,0,0,1,COVID_O2_Requiring,11.2,0,0,0,0,1,12.319,0,0,0,0,0,1,0,0,Never,0,1,Prior_Year,PCV13_only,0,0,0.0,1.6,0,,0,0,0,0,0,0,0,Home_with_Services,0,0,1.0,13875
489,38.5,Adult,Female,Black,Medicaid,Urban,0,0,CAP,Viral,Influenza_B,0,0,J18.9,233604007,Interstitial,0.196,58.9,10.6,Contaminated,Negative,0.5,39.2,91,19,135,69,91.0,94,13,158.3,76.0,30.3,1,0,0,0,12.8,285,84.7,10.4,8.1,138.8,23.7,8.5,1.12,160,3.3,0.9,360,1089,54.8,0.424,0,0,0,0,7.37,67,39.0,25.2,98.3,1.7,0.36,0,0,2,1,1,0,0,0,19,I,1,5,1,0,1,2,0,1,10,2,184,Moderate,0,0,0,Moderate,HFNC,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,1,0,0,0,CAP_Inpatient_Non_ICU,Ceftriaxone,1000,q24h,IV,8,1,Azithromycin,0,0,0,0,None,0.0,1,0,0,0,1,0.021,0,1,0,0,0,0,0,0,Never,0,2,Current,PCV13_only,0,0,0.0,6.8,0,,0,0,0,0,1,0,0,Home_with_Services,1,0,1.0,16884
490,66.6,Elderly,Male,Hispanic,Medicare,Rural,0,0,CAP,Bacterial,S_pneumoniae,0,0,J13,233604007,Lobar_Consolidation,3.267,242.6,15.4,Negative,Negative,2.8,39.2,94,36,147,82,103.7,93,13,145.3,88.4,41.9,1,0,0,1,7.1,130,84.4,20.8,4.1,130.3,42.1,15.0,1.68,186,3.6,3.4,467,779,20.6,0.498,1,0,1,1,7.34,83,37.2,27.1,89.1,4.6,0.63,0,0,4,1,1,1,0,1,101,IV,2,5,2,0,1,0,1,1,11,7,132,Moderate,0,0,0,Critical,IMV,1,21.6,29.4,4.4,8.7,14.6,23.4,0,0,0,0,1,1,0,CAP_ICU,Ceftriaxone,2000,q24h,IV,6,0,None,0,0,0,0,None,0.0,0,0,1,0,0,0.721,0,1,0,1,1,0,0,0,Never,0,1,Current,Neither,0,1,4.2,6.7,0,,0,0,0,0,1,0,0,LTAC_or_SNF,0,0,2.9,21696
491,81.9,Elderly,Male,White,Medicaid,Suburban,0,0,CAP,Unknown,Unknown,0,0,J18.9,233604007,Patchy_Infiltrate,0.148,23.5,19.2,Contaminated,Negative,1.4,39.7,107,22,99,56,70.3,89,13,170.3,88.9,30.7,1,0,1,1,12.5,164,86.4,15.6,5.6,132.3,21.5,7.7,0.45,148,2.1,4.0,920,507,85.8,0.536,0,0,1,0,7.46,230,38.9,25.1,92.6,4.6,0.7,0,0,3,1,1,0,0,1,119,IV,5,6,0,1,2,2,0,1,18,3,327,None,1,0,0,Severe,HFNC,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,1,0,0,0,CAP_Inpatient_Non_ICU,Ceftriaxone,1000,q24h,IV,8,0,None,0,0,0,0,None,0.0,0,0,0,0,0,0.034,0,0,1,0,1,0,0,0,Former,0,2,Current,Neither,0,0,0.0,4.4,0,,0,0,1,0,0,0,0,SNF_or_Rehab,1,0,1.0,17220
492,64.8,Adult,Male,White,Medicaid,Rural,0,0,CAP,Bacterial,S_aureus_MSSA,1,0,J15.21,233604007,Patchy_Infiltrate,8.036,64.8,16.1,Positive,Legionella_pos,7.0,39.2,110,18,140,49,79.3,88,13,172.1,83.0,28.0,1,0,1,0,11.4,153,91.2,6.3,14.5,131.9,21.2,7.6,2.08,113,3.0,0.5,551,7941,512.0,0.372,1,0,1,0,7.43,103,46.2,24.6,95.2,1.9,0.62,0,0,2,1,1,0,0,0,75,III,3,4,2,0,0,1,0,1,11,4,166,Moderate,0,0,0,Moderate,IMV_ECMO,1,12.0,4.4,6.8,10.0,14.6,23.3,0,1,0,0,0,0,0,CAP_Inpatient_Non_ICU,Ceftriaxone,1000,q24h,IV,5,1,Azithromycin,1,0,0,0,None,0.0,0,0,0,0,0,1.987,0,0,0,0,0,0,0,0,Former,0,3,Current,Both,0,0,0.0,8.5,0,,0,0,1,0,1,0,0,Home_with_Services,0,0,6.1,15694
493,31.1,Adult,Male,White,Medicaid,Rural,1,1,HAP,Bacterial,S_aureus_MRSA,1,0,J15.212,64667001,Multilobar,2.394,132.9,19.5,Negative,Negative,3.4,39.8,87,25,137,84,101.7,92,11,166.8,51.5,18.5,1,0,0,1,9.4,167,95.0,14.6,6.5,135.1,15.5,5.5,2.89,230,3.5,3.6,781,848,28.9,0.062,1,0,0,1,7.29,79,37.7,15.3,96.0,0.7,0.47,0,1,1,1,0,0,0,0,30,I,4,5,2,1,0,0,0,2,16,3,167,Moderate,0,0,0,Mild,Nasal_Cannula,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,0,0,0,0,HAP_Non_VAP,Piperacillin_Tazobactam,4500,q6h,IV,6,0,Vancomycin,1,0,1,1,COVID_O2_Requiring,8.5,0,0,0,0,0,0.567,0,0,0,0,0,0,0,1,Never,1,1,Current,Neither,0,0,0.0,3.8,0,,0,0,0,0,0,0,0,Home,0,0,8.7,14599
494,62.1,Adult,Male,White,Medicare,Rural,0,1,CAP,Viral,Influenza_A,0,0,J09.X1,233604007,Lobar_Consolidation,0.1,53.8,14.1,Contaminated,Pneumococcal_pos,6.4,36.9,71,24,109,69,82.3,86,13,151.5,25.4,11.1,0,0,1,1,12.7,298,84.0,10.1,8.3,137.7,20.0,7.2,2.39,187,2.7,1.8,1172,1987,84.6,0.305,1,0,0,1,7.32,40,34.3,27.2,87.6,4.4,0.43,0,0,2,1,1,0,0,0,81,III,3,5,3,0,0,1,0,1,10,2,50,Severe,0,0,0,Moderate,NIV,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,1,0,0,0,0,CAP_Inpatient_Non_ICU,Ceftriaxone,1000,q24h,IV,8,1,Azithromycin,0,1,1,0,None,0.0,1,0,0,0,1,0.02,0,0,1,0,0,0,0,0,Former,0,2,Prior_Year,Neither,0,0,0.0,5.0,0,,0,0,1,0,0,1,0,Home_with_Services,0,0,14.0,9000
495,62.6,Adult,Male,Asian,Medicaid,Suburban,0,0,CAP,Viral,Influenza_A,0,0,J09.X1,233604007,Patchy_Infiltrate,0.08,69.6,10.3,Negative,Pneumococcal_pos,1.1,37.6,105,15,123,68,86.3,88,15,171.3,61.4,20.9,0,0,1,0,13.9,88,76.1,13.9,5.5,138.7,47.5,17.0,1.29,212,3.6,2.6,650,465,479.7,0.125,0,1,0,1,7.33,40,39.3,22.0,94.4,4.3,0.21,0,0,1,0,1,0,0,0,57,II,2,6,3,0,1,1,1,0,22,2,79,Severe,1,0,0,Mild,Nasal_Cannula,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,0,0,0,0,CAP_Mild_Outpatient,Amoxicillin,1000,q8h,PO,3,1,Azithromycin,0,0,0,0,None,0.0,1,0,1,0,0,0.024,0,0,0,0,0,0,0,0,Never,0,2,Current,Both,0,0,0.0,2.3,0,,0,0,0,0,1,0,0,Home,0,0,1.8,8593
496,95.0,Elderly,Male,White,Uninsured,Suburban,0,0,CAP,Unknown,Unknown,0,0,J18.9,233604007,Multilobar,0.175,125.1,13.6,Negative,Negative,2.9,38.6,113,26,133,69,90.3,88,13,170.9,120.0,41.1,1,0,1,1,10.4,111,57.3,15.0,3.8,129.4,31.0,11.1,1.22,197,3.4,4.2,448,228,39.5,0.065,0,0,1,1,7.45,123,33.0,22.8,92.2,3.0,0.58,0,0,3,1,1,0,0,1,120,IV,6,5,2,0,1,0,1,1,26,6,212,Mild,1,0,1,Critical,Nasal_Cannula,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,0,0,0,0,CAP_ICU,Ceftriaxone,2000,q24h,IV,11,1,Azithromycin,0,1,0,0,None,0.0,0,0,0,0,0,0.018,0,0,1,0,0,0,0,0,Never,0,7,Current,Neither,0,1,5.4,7.3,0,,0,0,0,0,1,0,0,LTAC_or_SNF,0,0,6.0,50722
497,43.1,Adult,Male,White,Medicare,Urban,0,0,CAP,Unknown,Unknown,1,0,J18.9,233604007,Lobar_Consolidation,0.465,39.8,17.7,Negative,Negative,3.4,39.8,115,29,111,73,85.7,93,12,158.2,120.8,48.3,1,0,0,1,8.6,105,89.7,10.2,8.8,136.1,18.9,6.8,2.01,134,2.5,1.0,100,71,15.8,0.164,1,0,0,0,7.29,105,29.7,17.7,90.9,4.8,0.61,0,1,1,1,0,0,0,0,16,I,2,6,1,2,0,1,0,2,23,3,173,Moderate,0,0,0,Mild,Room_Air,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,0,0,0,0,CAP_Mild_Outpatient,Amoxicillin,1000,q8h,PO,4,1,Azithromycin,0,1,0,0,None,0.0,0,0,0,0,1,0.151,0,0,0,1,0,0,0,0,Never,0,1,Prior_Year,PCV13_only,0,0,0.0,8.7,0,,0,0,1,0,0,0,0,Home,0,1,5.7,6549
498,59.1,Adult,Female,Hispanic,Medicare,Urban,1,0,CAP,Viral,Influenza_A,1,0,J09.X1,233604007,Patchy_Infiltrate,0.269,46.3,19.7,Negative,Negative,8.0,40.6,113,25,108,64,78.7,91,9,153.1,74.2,31.7,1,0,1,1,7.7,293,85.6,12.1,7.1,133.5,15.5,5.5,1.69,61,3.2,3.8,830,553,82.4,0.14,1,0,1,0,7.43,205,42.9,30.8,90.1,2.9,0.64,0,0,1,1,0,0,0,0,83,III,4,8,0,0,2,2,1,3,27,4,322,None,0,0,1,Critical,NIV,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,1,0,0,0,0,CAP_ICU,Ceftriaxone,2000,q24h,IV,5,1,Azithromycin,0,1,1,1,ARDS,6.0,1,0,0,0,0,0.017,0,0,1,0,0,0,0,0,Never,0,2,Current,Both,0,1,8.2,9.7,0,,0,0,0,0,0,0,0,LTAC_or_SNF,0,0,3.0,23335
499,90.6,Elderly,Male,White,Medicare,Suburban,0,0,CAP,Atypical,M_pneumoniae,0,0,J15.7,233604007,Lobar_Consolidation,0.131,130.1,13.7,Negative,Negative,2.9,38.8,132,20,99,76,83.7,95,12,165.2,58.9,21.6,1,0,0,0,10.4,153,81.9,10.6,7.7,138.7,8.1,2.9,1.97,105,2.9,0.5,147,10,120.8,0.803,1,0,0,0,7.41,40,38.9,12.6,96.7,1.0,0.56,0,0,2,1,0,0,0,1,125,IV,3,10,4,0,0,2,2,2,29,3,56,Severe,0,0,1,Critical,IMV_ECMO,1,2.2,4.1,6.4,10.3,10.3,22.3,0,1,0,0,1,1,0,CAP_ICU,Ceftriaxone,2000,q24h,IV,11,0,None,0,0,0,1,ARDS,6.0,0,0,0,1,0,0.045,0,0,0,0,0,1,0,0,Never,0,5,Never,Neither,0,1,6.9,7.3,0,,0,0,0,0,0,0,0,LTAC_or_SNF,1,1,4.7,52890
500,71.7,Elderly,Female,White,Private,Urban,0,1,VAP,Bacterial,K_pneumoniae_CRKP,0,1,J18.9,429271009,Patchy_Infiltrate,0.996,179.2,11.1,Negative,Pneumococcal_pos,4.0,38.8,129,25,70,55,60.0,84,10,175.2,86.1,28.1,1,1,1,1,10.8,153,75.5,8.2,9.2,134.2,23.8,8.5,2.52,193,3.2,3.6,661,839,47.6,0.133,1,0,1,1,7.36,56,22.4,27.2,91.6,1.4,0.64,0,0,4,1,1,0,1,1,94,IV,8,8,3,1,1,1,0,2,24,8,88,Severe,1,0,1,Critical,HFNC,0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,1,0,0,0,VAP_Protocol,Meropenem,2000,q8h,IV,10,1,Azithromycin,1,0,0,0,None,0.0,0,0,0,0,0,0.311,0,0,0,0,0,0,0,0,Never,0,4,Never,Both,0,1,3.2,4.1,1,3.7,1,1,0,0,1,0,0,Died,0,0,7.8,27880