Instruction: Based on the following patient record, assess the risk of Type 2 diabetes and hypertension. Provide risk levels (LOW, MODERATE, HIGH, or DIAGNOSED) with supporting factors, and clinical recommendations.

Input:
Patient: 45yo Male
Vitals: BP 113/72 mmHg, BMI 27.4, Weight 70.3 kg, HR 82 bpm
Labs: Glucose 72.0 mg/dL, HbA1c 5.9 %, Total Cholesterol 276.7 mg/dL, HDL Cholesterol 59.8 mg/dL, Triglycerides 122.6 mg/dL, Creatinine 1.0 mg/dL
Active conditions: Prediabetes

Output:
## Risk Assessment

**Type 2 Diabetes: MODERATE**
- HbA1c 5.9% (prediabetes range 5.7-6.4%)
- BMI 27.4 (overweight)
- Age 45 years (≥45 increases risk)
- History of prediabetes

**Hypertension: LOW**
- No significant risk factors identified

## Recommendations
1. Lifestyle counseling: diet modification, increase physical activity
2. Recheck glucose/HbA1c in 3-6 months


Instruction: Based on the following patient record, assess the risk of Type 2 diabetes and hypertension. Provide risk levels (LOW, MODERATE, HIGH, or DIAGNOSED) with supporting factors, and clinical recommendations.

Input:
Patient: 13yo Female
Vitals: BP 93/69 mmHg, BMI 23.1, Weight 51.7 kg, HR 84 bpm
Labs: Glucose (serum) 65.7 mg/dL, Total Cholesterol 281.5 mg/dL, HDL Cholesterol 60.5 mg/dL, Triglycerides 107.5 mg/dL

Output:
## Risk Assessment

**Type 2 Diabetes: LOW**
- No significant risk factors identified

**Hypertension: LOW**
- No significant risk factors identified

## Recommendations
1. Continue healthy lifestyle habits
2. Annual wellness visit and screening


Instruction: Based on the following patient record, assess the risk of Type 2 diabetes and hypertension. Provide risk levels (LOW, MODERATE, HIGH, or DIAGNOSED) with supporting factors, and clinical recommendations.

Input:
Patient: 38yo Male
Vitals: BP 134/104 mmHg, BMI 30.1, Weight 96.3 kg, HR 84 bpm
Labs: Glucose 78.2 mg/dL, HbA1c 6.4 %, Total Cholesterol 173.4 mg/dL, HDL Cholesterol 57.8 mg/dL, Triglycerides 101.2 mg/dL, Creatinine 1.4 mg/dL
Active conditions: Prediabetes, Essential Hypertension
Medications: Hydrochlorothiazide 25 MG Oral Tablet

Output:
## Risk Assessment

**Type 2 Diabetes: MODERATE**
- HbA1c 6.4% (prediabetes range 5.7-6.4%)
- BMI 30.1 (obese)
- History of prediabetes

**Hypertension: DIAGNOSED**
- Patient has diagnosed Hypertension

## Recommendations
1. Lifestyle counseling: diet modification, increase physical activity
2. Recheck glucose/HbA1c in 3-6 months
3. Assess cardiovascular risk (Framingham or ASCVD score)


Instruction: Based on the following patient record, assess the risk of Type 2 diabetes and hypertension. Provide risk levels (LOW, MODERATE, HIGH, or DIAGNOSED) with supporting factors, and clinical recommendations.

Input:
Patient: 42yo Male
Vitals: BP 104/72 mmHg, BMI 30.3, Weight 94.8 kg, HR 77 bpm
Labs: Total Cholesterol 168.0 mg/dL, HDL Cholesterol 53.3 mg/dL, Triglycerides 130.9 mg/dL

Output:
## Risk Assessment

**Type 2 Diabetes: MODERATE**
- BMI 30.3 (obese)

**Hypertension: MODERATE**
- BMI 30.3 (obesity increases BP risk)

## Recommendations
1. Lifestyle counseling: diet modification, increase physical activity
2. Recheck glucose/HbA1c in 3-6 months
3. Lifestyle modifications: reduce sodium, DASH diet, exercise
4. Recheck BP in 2-4 weeks


Instruction: Based on the following patient record, assess the risk of Type 2 diabetes and hypertension. Provide risk levels (LOW, MODERATE, HIGH, or DIAGNOSED) with supporting factors, and clinical recommendations.

Input:
Patient: 36yo Female
Vitals: BP 113/78 mmHg, BMI 28.8, Weight 81.8 kg, HR 68 bpm
Labs: Glucose 90.5 mg/dL, HbA1c 6.1 %, Total Cholesterol 162.5 mg/dL, HDL Cholesterol 61.0 mg/dL, Triglycerides 129.5 mg/dL, Creatinine 1.6 mg/dL
Active conditions: Prediabetes

Output:
## Risk Assessment

**Type 2 Diabetes: MODERATE**
- HbA1c 6.1% (prediabetes range 5.7-6.4%)
- BMI 28.8 (overweight)
- History of prediabetes

**Hypertension: LOW**
- No significant risk factors identified

## Recommendations
1. Lifestyle counseling: diet modification, increase physical activity
2. Recheck glucose/HbA1c in 3-6 months


Instruction: Based on the following patient record, assess the risk of Type 2 diabetes and hypertension. Provide risk levels (LOW, MODERATE, HIGH, or DIAGNOSED) with supporting factors, and clinical recommendations.

Input:
Patient: 73yo Female
Vitals: BP 93/70 mmHg, BMI 30.3, Weight 78.1 kg, HR 80 bpm
Labs: Glucose 91.9 mg/dL, HbA1c 6.4 %, Total Cholesterol 215.4 mg/dL, HDL Cholesterol 61.8 mg/dL, Triglycerides 142.0 mg/dL, Creatinine 1.0 mg/dL
Active conditions: Prediabetes
Medications: Simvastatin 20 MG Oral Tablet

Output:
## Risk Assessment

**Type 2 Diabetes: MODERATE**
- HbA1c 6.4% (prediabetes range 5.7-6.4%)
- BMI 30.3 (obese)
- Age 73 years (≥45 increases risk)
- History of prediabetes

**Hypertension: MODERATE**
- BMI 30.3 (obesity increases BP risk)
- Age 73 years (≥55 increases risk)

## Recommendations
1. Lifestyle counseling: diet modification, increase physical activity
2. Recheck glucose/HbA1c in 3-6 months
3. Lifestyle modifications: reduce sodium, DASH diet, exercise
4. Recheck BP in 2-4 weeks


Instruction: Based on the following patient record, assess the risk of Type 2 diabetes and hypertension. Provide risk levels (LOW, MODERATE, HIGH, or DIAGNOSED) with supporting factors, and clinical recommendations.

Input:
Patient: 0yo Male
Vitals: BP 132/88 mmHg, Weight 11.5 kg, HR 97 bpm

Output:
## Risk Assessment

**Type 2 Diabetes: LOW**
- No significant risk factors identified

**Hypertension: MODERATE**
- BP 132/88 mmHg (elevated)

## Recommendations
1. Lifestyle modifications: reduce sodium, DASH diet, exercise
2. Recheck BP in 2-4 weeks


Instruction: Based on the following patient record, assess the risk of Type 2 diabetes and hypertension. Provide risk levels (LOW, MODERATE, HIGH, or DIAGNOSED) with supporting factors, and clinical recommendations.

Input:
Patient: 54yo Female
Vitals: BP 118/81 mmHg, BMI 27.6, Weight 76.1 kg, HR 63 bpm
Labs: Glucose 65.8 mg/dL, HbA1c 6.2 %, Total Cholesterol 119.8 mg/dL, HDL Cholesterol 61.1 mg/dL, Triglycerides 117.2 mg/dL, Creatinine 0.8 mg/dL
Active conditions: Prediabetes, Essential Hypertension
Medications: Hydrochlorothiazide 25 MG Oral Tablet, lisinopril 10 MG Oral Tablet

Output:
## Risk Assessment

**Type 2 Diabetes: MODERATE**
- HbA1c 6.2% (prediabetes range 5.7-6.4%)
- BMI 27.6 (overweight)
- Age 54 years (≥45 increases risk)
- History of prediabetes

**Hypertension: DIAGNOSED**
- Patient has diagnosed Hypertension

## Recommendations
1. Lifestyle counseling: diet modification, increase physical activity
2. Recheck glucose/HbA1c in 3-6 months
3. Assess cardiovascular risk (Framingham or ASCVD score)


Instruction: Based on the following patient record, assess the risk of Type 2 diabetes and hypertension. Provide risk levels (LOW, MODERATE, HIGH, or DIAGNOSED) with supporting factors, and clinical recommendations.

Input:
Patient: 57yo Female
Vitals: BP 99/69 mmHg, BMI 29.4, Weight 73.2 kg, HR 61 bpm
Labs: Glucose 72.7 mg/dL, Glucose (serum) 81.9 mg/dL, HbA1c 6.2 %, Total Cholesterol 171.7 mg/dL, HDL Cholesterol 58.3 mg/dL, Triglycerides 141.6 mg/dL, Creatinine 0.7 mg/dL
Active conditions: Prediabetes

Output:
## Risk Assessment

**Type 2 Diabetes: MODERATE**
- HbA1c 6.2% (prediabetes range 5.7-6.4%)
- BMI 29.4 (overweight)
- Age 57 years (≥45 increases risk)
- History of prediabetes

**Hypertension: LOW**
- Age 57 years (≥55 increases risk)

## Recommendations
1. Lifestyle counseling: diet modification, increase physical activity
2. Recheck glucose/HbA1c in 3-6 months


Instruction: Based on the following patient record, assess the risk of Type 2 diabetes and hypertension. Provide risk levels (LOW, MODERATE, HIGH, or DIAGNOSED) with supporting factors, and clinical recommendations.

Input:
Patient: 32yo Female
Vitals: BP 143/80 mmHg, BMI 38.1, Weight 99.9 kg, HR 96 bpm
Labs: Glucose 74.1 mg/dL, HbA1c 5.8 %, Total Cholesterol 175.6 mg/dL, HDL Cholesterol 55.0 mg/dL, Triglycerides 110.4 mg/dL, Creatinine 2.1 mg/dL
Active conditions: Prediabetes

Output:
## Risk Assessment

**Type 2 Diabetes: MODERATE**
- HbA1c 5.8% (prediabetes range 5.7-6.4%)
- BMI 38.1 (obese)
- History of prediabetes

**Hypertension: HIGH**
- BP 143/80 mmHg (Stage 1+ hypertension)
- BMI 38.1 (obesity increases BP risk)

## Recommendations
1. Lifestyle counseling: diet modification, increase physical activity
2. Recheck glucose/HbA1c in 3-6 months
3. Confirm elevated BP on 2 separate occasions
4. Consider initiating antihypertensive therapy
5. Order baseline labs: renal function, electrolytes, lipid panel
6. Assess cardiovascular risk (Framingham or ASCVD score)


Instruction: Based on the following patient record, assess the risk of Type 2 diabetes and hypertension. Provide risk levels (LOW, MODERATE, HIGH, or DIAGNOSED) with supporting factors, and clinical recommendations.

Input:
Patient: 55yo Female
Vitals: BP 155/78 mmHg, BMI 27.7, Weight 75.5 kg, HR 68 bpm
Labs: Glucose 82.3 mg/dL, HbA1c 6.1 %, Total Cholesterol 182.0 mg/dL, HDL Cholesterol 43.8 mg/dL, Triglycerides 196.7 mg/dL, Creatinine 3.5 mg/dL
Active conditions: Prediabetes
Medications: Simvastatin 10 MG Oral Tablet

Output:
## Risk Assessment

**Type 2 Diabetes: MODERATE**
- HbA1c 6.1% (prediabetes range 5.7-6.4%)
- BMI 27.7 (overweight)
- Age 55 years (≥45 increases risk)
- History of prediabetes

**Hypertension: HIGH**
- BP 155/78 mmHg (Stage 1+ hypertension)
- Age 55 years (≥55 increases risk)

## Recommendations
1. Lifestyle counseling: diet modification, increase physical activity
2. Recheck glucose/HbA1c in 3-6 months
3. Confirm elevated BP on 2 separate occasions
4. Consider initiating antihypertensive therapy
5. Order baseline labs: renal function, electrolytes, lipid panel
6. Assess cardiovascular risk (Framingham or ASCVD score)


Instruction: Based on the following patient record, assess the risk of Type 2 diabetes and hypertension. Provide risk levels (LOW, MODERATE, HIGH, or DIAGNOSED) with supporting factors, and clinical recommendations.

Input:
Patient: 17yo Male
Vitals: BP 135/82 mmHg, BMI 21.7, Weight 69.4 kg, HR 95 bpm

Output:
## Risk Assessment

**Type 2 Diabetes: LOW**
- No significant risk factors identified

**Hypertension: MODERATE**
- BP 135/82 mmHg (elevated)

## Recommendations
1. Lifestyle modifications: reduce sodium, DASH diet, exercise
2. Recheck BP in 2-4 weeks


Instruction: Based on the following patient record, assess the risk of Type 2 diabetes and hypertension. Provide risk levels (LOW, MODERATE, HIGH, or DIAGNOSED) with supporting factors, and clinical recommendations.

Input:
Patient: 64yo Female
Vitals: BP 85/77 mmHg, BMI 22.9, Weight 66.7 kg, HR 99 bpm
Labs: Glucose 108.2 mg/dL, HbA1c 6.6 %, Total Cholesterol 210.6 mg/dL, HDL Cholesterol 46.7 mg/dL, Triglycerides 170.5 mg/dL, Creatinine 0.6 mg/dL
Active conditions: Prediabetes, Type 2 Diabetes, Essential Hypertension
Medications: Simvastatin 10 MG Oral Tablet, Hydrochlorothiazide 25 MG Oral Tablet, lisinopril 10 MG Oral Tablet, amLODIPine 2.5 MG Oral Tablet

Output:
## Risk Assessment

**Type 2 Diabetes: DIAGNOSED**
- Patient has diagnosed Type 2 Diabetes

**Hypertension: DIAGNOSED**
- Patient has diagnosed Hypertension

## Recommendations
1. Assess cardiovascular risk (Framingham or ASCVD score)


Instruction: Based on the following patient record, assess the risk of Type 2 diabetes and hypertension. Provide risk levels (LOW, MODERATE, HIGH, or DIAGNOSED) with supporting factors, and clinical recommendations.

Input:
Patient: 43yo Female
Vitals: BP 113/75 mmHg, BMI 30.6, Weight 71.8 kg, HR 76 bpm
Labs: Glucose 67.3 mg/dL, HbA1c 6.2 %, Total Cholesterol 100.8 mg/dL, HDL Cholesterol 56.8 mg/dL, Triglycerides 146.6 mg/dL, Creatinine 1.0 mg/dL
Active conditions: Prediabetes

Output:
## Risk Assessment

**Type 2 Diabetes: MODERATE**
- HbA1c 6.2% (prediabetes range 5.7-6.4%)
- BMI 30.6 (obese)
- History of prediabetes

**Hypertension: MODERATE**
- BMI 30.6 (obesity increases BP risk)

## Recommendations
1. Lifestyle counseling: diet modification, increase physical activity
2. Recheck glucose/HbA1c in 3-6 months
3. Lifestyle modifications: reduce sodium, DASH diet, exercise
4. Recheck BP in 2-4 weeks


Instruction: Based on the following patient record, assess the risk of Type 2 diabetes and hypertension. Provide risk levels (LOW, MODERATE, HIGH, or DIAGNOSED) with supporting factors, and clinical recommendations.

Input:
Patient: 93yo Female
Vitals: BP 126/73 mmHg, BMI 27.4, Weight 70.8 kg, HR 75 bpm
Labs: Glucose 68.1 mg/dL, Total Cholesterol 208.5 mg/dL, HDL Cholesterol 64.8 mg/dL, Triglycerides 153.2 mg/dL, Creatinine 3.0 mg/dL
Active conditions: Essential Hypertension
Medications: Simvastatin 20 MG Oral Tablet, Hydrochlorothiazide 25 MG Oral Tablet, Simvastatin 10 MG Oral Tablet

Output:
## Risk Assessment

**Type 2 Diabetes: LOW**
- BMI 27.4 (overweight)
- Age 93 years (≥45 increases risk)

**Hypertension: DIAGNOSED**
- Patient has diagnosed Hypertension

## Recommendations
1. Assess cardiovascular risk (Framingham or ASCVD score)


Instruction: Based on the following patient record, assess the risk of Type 2 diabetes and hypertension. Provide risk levels (LOW, MODERATE, HIGH, or DIAGNOSED) with supporting factors, and clinical recommendations.

Input:
Patient: 31yo Female
Vitals: BP 89/72 mmHg, BMI 27.3, Weight 66.6 kg, HR 99 bpm
Labs: Glucose 92.8 mg/dL, HbA1c 6.0 %, Total Cholesterol 191.0 mg/dL, HDL Cholesterol 58.7 mg/dL, Triglycerides 130.1 mg/dL, Creatinine 0.9 mg/dL
Active conditions: Prediabetes

Output:
## Risk Assessment

**Type 2 Diabetes: MODERATE**
- HbA1c 6.0% (prediabetes range 5.7-6.4%)
- BMI 27.3 (overweight)
- History of prediabetes

**Hypertension: LOW**
- No significant risk factors identified

## Recommendations
1. Lifestyle counseling: diet modification, increase physical activity
2. Recheck glucose/HbA1c in 3-6 months


Instruction: Based on the following patient record, assess the risk of Type 2 diabetes and hypertension. Provide risk levels (LOW, MODERATE, HIGH, or DIAGNOSED) with supporting factors, and clinical recommendations.

Input:
Patient: 59yo Female
Vitals: BP 126/78 mmHg, BMI 30.1, Weight 80.5 kg, HR 86 bpm
Labs: Glucose 88.6 mg/dL, HbA1c 6.2 %, Total Cholesterol 204.4 mg/dL, HDL Cholesterol 55.9 mg/dL, Triglycerides 147.1 mg/dL, Creatinine 0.8 mg/dL
Active conditions: Prediabetes

Output:
## Risk Assessment

**Type 2 Diabetes: MODERATE**
- HbA1c 6.2% (prediabetes range 5.7-6.4%)
- BMI 30.1 (obese)
- Age 59 years (≥45 increases risk)
- History of prediabetes

**Hypertension: MODERATE**
- BP 126/78 mmHg (slightly elevated)
- BMI 30.1 (obesity increases BP risk)
- Age 59 years (≥55 increases risk)

## Recommendations
1. Lifestyle counseling: diet modification, increase physical activity
2. Recheck glucose/HbA1c in 3-6 months
3. Lifestyle modifications: reduce sodium, DASH diet, exercise
4. Recheck BP in 2-4 weeks


Instruction: Based on the following patient record, assess the risk of Type 2 diabetes and hypertension. Provide risk levels (LOW, MODERATE, HIGH, or DIAGNOSED) with supporting factors, and clinical recommendations.

Input:
Patient: 37yo Female
Vitals: BP 122/77 mmHg, BMI 30.2, Weight 78.9 kg, HR 99 bpm
Labs: Total Cholesterol 166.0 mg/dL, HDL Cholesterol 53.7 mg/dL, Triglycerides 148.6 mg/dL

Output:
## Risk Assessment

**Type 2 Diabetes: MODERATE**
- BMI 30.2 (obese)

**Hypertension: MODERATE**
- BP 122/77 mmHg (slightly elevated)
- BMI 30.2 (obesity increases BP risk)

## Recommendations
1. Lifestyle counseling: diet modification, increase physical activity
2. Recheck glucose/HbA1c in 3-6 months
3. Lifestyle modifications: reduce sodium, DASH diet, exercise
4. Recheck BP in 2-4 weeks


Instruction: Based on the following patient record, assess the risk of Type 2 diabetes and hypertension. Provide risk levels (LOW, MODERATE, HIGH, or DIAGNOSED) with supporting factors, and clinical recommendations.

Input:
Patient: 17yo Female
Vitals: BP 95/78 mmHg, BMI 19.5, Weight 50.5 kg, HR 88 bpm

Output:
## Risk Assessment

**Type 2 Diabetes: LOW**
- No significant risk factors identified

**Hypertension: LOW**
- No significant risk factors identified

## Recommendations
1. Continue healthy lifestyle habits
2. Annual wellness visit and screening


Instruction: Based on the following patient record, assess the risk of Type 2 diabetes and hypertension. Provide risk levels (LOW, MODERATE, HIGH, or DIAGNOSED) with supporting factors, and clinical recommendations.

Input:
Patient: 52yo Male
Vitals: BP 126/75 mmHg, BMI 38.3, Weight 138.4 kg, HR 70 bpm
Labs: Glucose (serum) 82.4 mg/dL, HbA1c 5.1 %, Total Cholesterol 153.2 mg/dL, HDL Cholesterol 31.2 mg/dL, Triglycerides 145.5 mg/dL
Medications: Simvastatin 20 MG Oral Tablet

Output:
## Risk Assessment

**Type 2 Diabetes: MODERATE**
- BMI 38.3 (obese)
- Age 52 years (≥45 increases risk)

**Hypertension: MODERATE**
- BP 126/75 mmHg (slightly elevated)
- BMI 38.3 (obesity increases BP risk)

## Recommendations
1. Lifestyle counseling: diet modification, increase physical activity
2. Recheck glucose/HbA1c in 3-6 months
3. Lifestyle modifications: reduce sodium, DASH diet, exercise
4. Recheck BP in 2-4 weeks


Instruction: Based on the following patient record, assess the risk of Type 2 diabetes and hypertension. Provide risk levels (LOW, MODERATE, HIGH, or DIAGNOSED) with supporting factors, and clinical recommendations.

Input:
Patient: 44yo Female
Vitals: BP 136/72 mmHg, BMI 28.4, Weight 75.1 kg, HR 80 bpm
Labs: Total Cholesterol 278.6 mg/dL, HDL Cholesterol 54.2 mg/dL, Triglycerides 121.4 mg/dL

Output:
## Risk Assessment

**Type 2 Diabetes: LOW**
- BMI 28.4 (overweight)

**Hypertension: MODERATE**
- BP 136/72 mmHg (elevated)

## Recommendations
1. Lifestyle modifications: reduce sodium, DASH diet, exercise
2. Recheck BP in 2-4 weeks


Instruction: Based on the following patient record, assess the risk of Type 2 diabetes and hypertension. Provide risk levels (LOW, MODERATE, HIGH, or DIAGNOSED) with supporting factors, and clinical recommendations.

Input:
Patient: 39yo Female
Vitals: BP 118/82 mmHg, BMI 29.7, Weight 82.2 kg, HR 98 bpm
Labs: Total Cholesterol 269.8 mg/dL, HDL Cholesterol 56.5 mg/dL, Triglycerides 121.1 mg/dL

Output:
## Risk Assessment

**Type 2 Diabetes: LOW**
- BMI 29.7 (overweight)

**Hypertension: MODERATE**
- BP 118/82 mmHg (elevated)

## Recommendations
1. Lifestyle modifications: reduce sodium, DASH diet, exercise
2. Recheck BP in 2-4 weeks


Instruction: Based on the following patient record, assess the risk of Type 2 diabetes and hypertension. Provide risk levels (LOW, MODERATE, HIGH, or DIAGNOSED) with supporting factors, and clinical recommendations.

Input:
Patient: 63yo Male
Vitals: BP 80/68 mmHg, BMI 27.7, Weight 84.4 kg, HR 65 bpm
Labs: Glucose 75.1 mg/dL, Glucose (serum) 64.3 mg/dL, HbA1c 6.2 %, Total Cholesterol 202.8 mg/dL, HDL Cholesterol 38.1 mg/dL, Triglycerides 113.7 mg/dL, Creatinine 3.0 mg/dL
Active conditions: Prediabetes
Medications: Simvastatin 20 MG Oral Tablet, Simvastatin 10 MG Oral Tablet

Output:
## Risk Assessment

**Type 2 Diabetes: MODERATE**
- HbA1c 6.2% (prediabetes range 5.7-6.4%)
- BMI 27.7 (overweight)
- Age 63 years (≥45 increases risk)
- History of prediabetes

**Hypertension: LOW**
- Age 63 years (≥55 increases risk)

## Recommendations
1. Lifestyle counseling: diet modification, increase physical activity
2. Recheck glucose/HbA1c in 3-6 months


Instruction: Based on the following patient record, assess the risk of Type 2 diabetes and hypertension. Provide risk levels (LOW, MODERATE, HIGH, or DIAGNOSED) with supporting factors, and clinical recommendations.

Input:
Patient: 54yo Male
Vitals: BP 119/84 mmHg, BMI 27.3, Weight 81.4 kg, HR 68 bpm
Labs: Total Cholesterol 150.0 mg/dL, HDL Cholesterol 55.0 mg/dL, Triglycerides 140.7 mg/dL
Active conditions: Essential Hypertension
Medications: Hydrochlorothiazide 25 MG Oral Tablet, lisinopril 10 MG Oral Tablet

Output:
## Risk Assessment

**Type 2 Diabetes: LOW**
- BMI 27.3 (overweight)
- Age 54 years (≥45 increases risk)

**Hypertension: DIAGNOSED**
- Patient has diagnosed Hypertension

## Recommendations
1. Assess cardiovascular risk (Framingham or ASCVD score)


Instruction: Based on the following patient record, assess the risk of Type 2 diabetes and hypertension. Provide risk levels (LOW, MODERATE, HIGH, or DIAGNOSED) with supporting factors, and clinical recommendations.

Input:
Patient: 27yo Female
Vitals: BP 137/75 mmHg, BMI 22.8, Weight 57.7 kg, HR 93 bpm

Output:
## Risk Assessment

**Type 2 Diabetes: LOW**
- No significant risk factors identified

**Hypertension: MODERATE**
- BP 137/75 mmHg (elevated)

## Recommendations
1. Lifestyle modifications: reduce sodium, DASH diet, exercise
2. Recheck BP in 2-4 weeks


Instruction: Based on the following patient record, assess the risk of Type 2 diabetes and hypertension. Provide risk levels (LOW, MODERATE, HIGH, or DIAGNOSED) with supporting factors, and clinical recommendations.

Input:
Patient: 44yo Female
Vitals: BP 94/69 mmHg, BMI 29.1, Weight 66.3 kg, HR 88 bpm
Labs: Total Cholesterol 156.5 mg/dL, HDL Cholesterol 52.8 mg/dL, Triglycerides 144.5 mg/dL

Output:
## Risk Assessment

**Type 2 Diabetes: LOW**
- BMI 29.1 (overweight)

**Hypertension: LOW**
- No significant risk factors identified

## Recommendations
1. Continue healthy lifestyle habits
2. Annual wellness visit and screening


Instruction: Based on the following patient record, assess the risk of Type 2 diabetes and hypertension. Provide risk levels (LOW, MODERATE, HIGH, or DIAGNOSED) with supporting factors, and clinical recommendations.

Input:
Patient: 53yo Male
Vitals: BP 124/67 mmHg, BMI 30.5, Weight 88.0 kg, HR 74 bpm
Labs: Glucose 90.8 mg/dL, HbA1c 6.1 %, Total Cholesterol 149.5 mg/dL, HDL Cholesterol 30.3 mg/dL, Triglycerides 108.0 mg/dL, Creatinine 1.2 mg/dL
Active conditions: Prediabetes

Output:
## Risk Assessment

**Type 2 Diabetes: MODERATE**
- HbA1c 6.1% (prediabetes range 5.7-6.4%)
- BMI 30.5 (obese)
- Age 53 years (≥45 increases risk)
- History of prediabetes

**Hypertension: MODERATE**
- BP 124/67 mmHg (slightly elevated)
- BMI 30.5 (obesity increases BP risk)

## Recommendations
1. Lifestyle counseling: diet modification, increase physical activity
2. Recheck glucose/HbA1c in 3-6 months
3. Lifestyle modifications: reduce sodium, DASH diet, exercise
4. Recheck BP in 2-4 weeks


Instruction: Based on the following patient record, assess the risk of Type 2 diabetes and hypertension. Provide risk levels (LOW, MODERATE, HIGH, or DIAGNOSED) with supporting factors, and clinical recommendations.

Input:
Patient: 38yo Male
Vitals: BP 111/74 mmHg, BMI 41.8, Weight 119.4 kg, HR 84 bpm
Labs: Glucose 90.2 mg/dL, HbA1c 5.9 %, Total Cholesterol 304.9 mg/dL, HDL Cholesterol 64.4 mg/dL, Triglycerides 139.0 mg/dL, Creatinine 1.7 mg/dL
Active conditions: Prediabetes

Output:
## Risk Assessment

**Type 2 Diabetes: MODERATE**
- HbA1c 5.9% (prediabetes range 5.7-6.4%)
- BMI 41.8 (obese)
- History of prediabetes

**Hypertension: MODERATE**
- BMI 41.8 (obesity increases BP risk)

## Recommendations
1. Lifestyle counseling: diet modification, increase physical activity
2. Recheck glucose/HbA1c in 3-6 months
3. Lifestyle modifications: reduce sodium, DASH diet, exercise
4. Recheck BP in 2-4 weeks


Instruction: Based on the following patient record, assess the risk of Type 2 diabetes and hypertension. Provide risk levels (LOW, MODERATE, HIGH, or DIAGNOSED) with supporting factors, and clinical recommendations.

Input:
Patient: 73yo Female
Vitals: BP 112/77 mmHg, BMI 29.5, Weight 80.9 kg, HR 95 bpm
Labs: Glucose 83.2 mg/dL, Glucose (serum) 83.2 mg/dL, HbA1c 2.9 %, Total Cholesterol 210.5 mg/dL, HDL Cholesterol 48.8 mg/dL, Triglycerides 128.6 mg/dL, Creatinine 1.5 mg/dL
Active conditions: Prediabetes, Essential Hypertension, Type 2 Diabetes, Diabetic Retinopathy, Diabetic Kidney Disease
Medications: Simvastatin 20 MG Oral Tablet, insulin isophane  human 70 UNT/ML / insulin  regular  human 30 UNT/ML Injectable Suspension [Humulin], Hydrochlorothiazide 25 MG Oral Tablet, 24 HR Metformin hydrochloride 500 MG Extended Release Oral Tablet

Output:
## Risk Assessment

**Type 2 Diabetes: DIAGNOSED**
- Patient has diagnosed Type 2 Diabetes

**Hypertension: DIAGNOSED**
- Patient has diagnosed Hypertension

## Recommendations
1. Assess cardiovascular risk (Framingham or ASCVD score)


Instruction: Based on the following patient record, assess the risk of Type 2 diabetes and hypertension. Provide risk levels (LOW, MODERATE, HIGH, or DIAGNOSED) with supporting factors, and clinical recommendations.

Input:
Patient: 67yo Female
Vitals: BP 125/80 mmHg, BMI 30.1, Weight 75.1 kg, HR 78 bpm
Labs: Glucose 90.4 mg/dL, HbA1c 6.1 %, Total Cholesterol 158.4 mg/dL, HDL Cholesterol 43.9 mg/dL, Triglycerides 181.9 mg/dL, Creatinine 3.2 mg/dL
Active conditions: Prediabetes, Essential Hypertension
Medications: Hydrochlorothiazide 25 MG Oral Tablet, lisinopril 10 MG Oral Tablet, Simvastatin 10 MG Oral Tablet

Output:
## Risk Assessment

**Type 2 Diabetes: MODERATE**
- HbA1c 6.1% (prediabetes range 5.7-6.4%)
- BMI 30.1 (obese)
- Age 67 years (≥45 increases risk)
- History of prediabetes

**Hypertension: DIAGNOSED**
- Patient has diagnosed Hypertension

## Recommendations
1. Lifestyle counseling: diet modification, increase physical activity
2. Recheck glucose/HbA1c in 3-6 months
3. Assess cardiovascular risk (Framingham or ASCVD score)


Instruction: Based on the following patient record, assess the risk of Type 2 diabetes and hypertension. Provide risk levels (LOW, MODERATE, HIGH, or DIAGNOSED) with supporting factors, and clinical recommendations.

Input:
Patient: 29yo Female
Vitals: BP 133/73 mmHg, BMI 25.2, Weight 76.1 kg, HR 87 bpm
Labs: Glucose 90.4 mg/dL, HbA1c 6.1 %, Creatinine 1.5 mg/dL
Active conditions: Prediabetes

Output:
## Risk Assessment

**Type 2 Diabetes: MODERATE**
- HbA1c 6.1% (prediabetes range 5.7-6.4%)
- BMI 25.2 (overweight)
- History of prediabetes

**Hypertension: MODERATE**
- BP 133/73 mmHg (elevated)

## Recommendations
1. Lifestyle counseling: diet modification, increase physical activity
2. Recheck glucose/HbA1c in 3-6 months
3. Lifestyle modifications: reduce sodium, DASH diet, exercise
4. Recheck BP in 2-4 weeks


Instruction: Based on the following patient record, assess the risk of Type 2 diabetes and hypertension. Provide risk levels (LOW, MODERATE, HIGH, or DIAGNOSED) with supporting factors, and clinical recommendations.

Input:
Patient: 53yo Male
Vitals: BP 124/83 mmHg, BMI 27.7, Weight 87.4 kg, HR 74 bpm
Labs: Glucose 74.2 mg/dL, HbA1c 6.1 %, Total Cholesterol 157.2 mg/dL, HDL Cholesterol 53.3 mg/dL, Triglycerides 145.4 mg/dL, Creatinine 1.1 mg/dL
Active conditions: Essential Hypertension, Prediabetes
Medications: Simvastatin 20 MG Oral Tablet, Hydrochlorothiazide 25 MG Oral Tablet

Output:
## Risk Assessment

**Type 2 Diabetes: MODERATE**
- HbA1c 6.1% (prediabetes range 5.7-6.4%)
- BMI 27.7 (overweight)
- Age 53 years (≥45 increases risk)
- History of prediabetes

**Hypertension: DIAGNOSED**
- Patient has diagnosed Hypertension

## Recommendations
1. Lifestyle counseling: diet modification, increase physical activity
2. Recheck glucose/HbA1c in 3-6 months
3. Assess cardiovascular risk (Framingham or ASCVD score)


Instruction: Based on the following patient record, assess the risk of Type 2 diabetes and hypertension. Provide risk levels (LOW, MODERATE, HIGH, or DIAGNOSED) with supporting factors, and clinical recommendations.

Input:
Patient: 82yo Female
Vitals: BP 90/62 mmHg, BMI 30.5, Weight 83.2 kg, HR 65 bpm
Labs: Glucose 78.1 mg/dL, HbA1c 5.9 %, Total Cholesterol 142.9 mg/dL, HDL Cholesterol 59.9 mg/dL, Triglycerides 120.8 mg/dL, Creatinine 0.7 mg/dL
Active conditions: Prediabetes
Medications: Simvastatin 20 MG Oral Tablet

Output:
## Risk Assessment

**Type 2 Diabetes: MODERATE**
- HbA1c 5.9% (prediabetes range 5.7-6.4%)
- BMI 30.5 (obese)
- Age 82 years (≥45 increases risk)
- History of prediabetes

**Hypertension: MODERATE**
- BMI 30.5 (obesity increases BP risk)
- Age 82 years (≥55 increases risk)

## Recommendations
1. Lifestyle counseling: diet modification, increase physical activity
2. Recheck glucose/HbA1c in 3-6 months
3. Lifestyle modifications: reduce sodium, DASH diet, exercise
4. Recheck BP in 2-4 weeks


Instruction: Based on the following patient record, assess the risk of Type 2 diabetes and hypertension. Provide risk levels (LOW, MODERATE, HIGH, or DIAGNOSED) with supporting factors, and clinical recommendations.

Input:
Patient: 72yo Female
Vitals: BP 105/83 mmHg, BMI 29.4, Weight 84.2 kg, HR 89 bpm
Labs: Glucose 97.4 mg/dL, HbA1c 5.9 %, Total Cholesterol 229.0 mg/dL, HDL Cholesterol 60.3 mg/dL, Triglycerides 114.9 mg/dL, Creatinine 0.8 mg/dL
Active conditions: Prediabetes, Essential Hypertension, Type 2 Diabetes, Diabetic Neuropathy, Diabetic Retinopathy
Medications: Simvastatin 20 MG Oral Tablet, Hydrochlorothiazide 25 MG Oral Tablet, 24 HR Metformin hydrochloride 500 MG Extended Release Oral Tablet, amLODIPine 2.5 MG Oral Tablet

Output:
## Risk Assessment

**Type 2 Diabetes: DIAGNOSED**
- Patient has diagnosed Type 2 Diabetes

**Hypertension: DIAGNOSED**
- Patient has diagnosed Hypertension

## Recommendations
1. Assess cardiovascular risk (Framingham or ASCVD score)


Instruction: Based on the following patient record, assess the risk of Type 2 diabetes and hypertension. Provide risk levels (LOW, MODERATE, HIGH, or DIAGNOSED) with supporting factors, and clinical recommendations.

Input:
Patient: 54yo Male
Vitals: BP 120/86 mmHg, BMI 27.6, Weight 85.4 kg, HR 62 bpm
Labs: Glucose 77.8 mg/dL, HbA1c 5.9 %, Total Cholesterol 189.9 mg/dL, HDL Cholesterol 25.7 mg/dL, Triglycerides 119.8 mg/dL, Creatinine 1.0 mg/dL
Active conditions: Prediabetes

Output:
## Risk Assessment

**Type 2 Diabetes: MODERATE**
- HbA1c 5.9% (prediabetes range 5.7-6.4%)
- BMI 27.6 (overweight)
- Age 54 years (≥45 increases risk)
- History of prediabetes

**Hypertension: MODERATE**
- BP 120/86 mmHg (elevated)

## Recommendations
1. Lifestyle counseling: diet modification, increase physical activity
2. Recheck glucose/HbA1c in 3-6 months
3. Lifestyle modifications: reduce sodium, DASH diet, exercise
4. Recheck BP in 2-4 weeks


Instruction: Based on the following patient record, assess the risk of Type 2 diabetes and hypertension. Provide risk levels (LOW, MODERATE, HIGH, or DIAGNOSED) with supporting factors, and clinical recommendations.

Input:
Patient: 18yo Female
Vitals: BP 135/90 mmHg, BMI 25.8, Weight 70.2 kg, HR 79 bpm
Labs: Glucose (serum) 86.2 mg/dL

Output:
## Risk Assessment

**Type 2 Diabetes: LOW**
- BMI 25.8 (overweight)

**Hypertension: HIGH**
- BP 135/90 mmHg (Stage 1+ hypertension)

## Recommendations
1. Confirm elevated BP on 2 separate occasions
2. Consider initiating antihypertensive therapy
3. Order baseline labs: renal function, electrolytes, lipid panel
4. Assess cardiovascular risk (Framingham or ASCVD score)


Instruction: Based on the following patient record, assess the risk of Type 2 diabetes and hypertension. Provide risk levels (LOW, MODERATE, HIGH, or DIAGNOSED) with supporting factors, and clinical recommendations.

Input:
Patient: 58yo Female
Vitals: BP 121/77 mmHg, BMI 27.4, Weight 80.0 kg, HR 81 bpm
Labs: Glucose 65.0 mg/dL, HbA1c 6.2 %, Total Cholesterol 286.3 mg/dL, HDL Cholesterol 59.4 mg/dL, Triglycerides 105.8 mg/dL, Creatinine 0.8 mg/dL
Active conditions: Prediabetes

Output:
## Risk Assessment

**Type 2 Diabetes: MODERATE**
- HbA1c 6.2% (prediabetes range 5.7-6.4%)
- BMI 27.4 (overweight)
- Age 58 years (≥45 increases risk)
- History of prediabetes

**Hypertension: LOW**
- BP 121/77 mmHg (slightly elevated)
- Age 58 years (≥55 increases risk)

## Recommendations
1. Lifestyle counseling: diet modification, increase physical activity
2. Recheck glucose/HbA1c in 3-6 months


Instruction: Based on the following patient record, assess the risk of Type 2 diabetes and hypertension. Provide risk levels (LOW, MODERATE, HIGH, or DIAGNOSED) with supporting factors, and clinical recommendations.

Input:
Patient: 63yo Female
Vitals: BP 165/105 mmHg, BMI 27.2, Weight 72.5 kg, HR 82 bpm
Labs: Glucose 99.9 mg/dL, HbA1c 6.8 %, Total Cholesterol 168.9 mg/dL, HDL Cholesterol 50.2 mg/dL, Triglycerides 130.7 mg/dL, Creatinine 0.7 mg/dL
Active conditions: Type 2 Diabetes

Output:
## Risk Assessment

**Type 2 Diabetes: DIAGNOSED**
- Patient has diagnosed Type 2 Diabetes

**Hypertension: HIGH**
- BP 165/105 mmHg (Stage 1+ hypertension)
- Age 63 years (≥55 increases risk)

## Recommendations
1. Confirm elevated BP on 2 separate occasions
2. Consider initiating antihypertensive therapy
3. Order baseline labs: renal function, electrolytes, lipid panel
4. Assess cardiovascular risk (Framingham or ASCVD score)


Instruction: Based on the following patient record, assess the risk of Type 2 diabetes and hypertension. Provide risk levels (LOW, MODERATE, HIGH, or DIAGNOSED) with supporting factors, and clinical recommendations.

Input:
Patient: 6yo Male
Vitals: BP 100/83 mmHg, BMI 13.8, Weight 18.0 kg, HR 99 bpm

Output:
## Risk Assessment

**Type 2 Diabetes: LOW**
- No significant risk factors identified

**Hypertension: MODERATE**
- BP 100/83 mmHg (elevated)

## Recommendations
1. Lifestyle modifications: reduce sodium, DASH diet, exercise
2. Recheck BP in 2-4 weeks


Instruction: Based on the following patient record, assess the risk of Type 2 diabetes and hypertension. Provide risk levels (LOW, MODERATE, HIGH, or DIAGNOSED) with supporting factors, and clinical recommendations.

Input:
Patient: 6yo Male
Vitals: BP 114/92 mmHg, BMI 15.9, Weight 19.6 kg, HR 91 bpm

Output:
## Risk Assessment

**Type 2 Diabetes: LOW**
- No significant risk factors identified

**Hypertension: HIGH**
- BP 114/92 mmHg (Stage 1+ hypertension)

## Recommendations
1. Confirm elevated BP on 2 separate occasions
2. Consider initiating antihypertensive therapy
3. Order baseline labs: renal function, electrolytes, lipid panel
4. Assess cardiovascular risk (Framingham or ASCVD score)


Instruction: Based on the following patient record, assess the risk of Type 2 diabetes and hypertension. Provide risk levels (LOW, MODERATE, HIGH, or DIAGNOSED) with supporting factors, and clinical recommendations.

Input:
Patient: 50yo Male
Vitals: BP 104/76 mmHg, BMI 30.3, Weight 101.1 kg, HR 96 bpm
Labs: Glucose 70.6 mg/dL, HbA1c 5.9 %, Total Cholesterol 206.4 mg/dL, HDL Cholesterol 54.9 mg/dL, Triglycerides 123.3 mg/dL, Creatinine 1.3 mg/dL
Active conditions: Prediabetes

Output:
## Risk Assessment

**Type 2 Diabetes: MODERATE**
- HbA1c 5.9% (prediabetes range 5.7-6.4%)
- BMI 30.3 (obese)
- Age 50 years (≥45 increases risk)
- History of prediabetes

**Hypertension: MODERATE**
- BMI 30.3 (obesity increases BP risk)

## Recommendations
1. Lifestyle counseling: diet modification, increase physical activity
2. Recheck glucose/HbA1c in 3-6 months
3. Lifestyle modifications: reduce sodium, DASH diet, exercise
4. Recheck BP in 2-4 weeks


Instruction: Based on the following patient record, assess the risk of Type 2 diabetes and hypertension. Provide risk levels (LOW, MODERATE, HIGH, or DIAGNOSED) with supporting factors, and clinical recommendations.

Input:
Patient: 14yo Male
Vitals: BP 126/80 mmHg, BMI 17.3, Weight 41.5 kg, HR 97 bpm

Output:
## Risk Assessment

**Type 2 Diabetes: LOW**
- No significant risk factors identified

**Hypertension: MODERATE**
- BP 126/80 mmHg (elevated)

## Recommendations
1. Lifestyle modifications: reduce sodium, DASH diet, exercise
2. Recheck BP in 2-4 weeks


Instruction: Based on the following patient record, assess the risk of Type 2 diabetes and hypertension. Provide risk levels (LOW, MODERATE, HIGH, or DIAGNOSED) with supporting factors, and clinical recommendations.

Input:
Patient: 37yo Male
Vitals: BP 94/78 mmHg, BMI 28.8, Weight 91.5 kg, HR 77 bpm
Labs: Total Cholesterol 136.2 mg/dL, HDL Cholesterol 52.4 mg/dL, Triglycerides 131.9 mg/dL

Output:
## Risk Assessment

**Type 2 Diabetes: LOW**
- BMI 28.8 (overweight)

**Hypertension: LOW**
- No significant risk factors identified

## Recommendations
1. Continue healthy lifestyle habits
2. Annual wellness visit and screening


Instruction: Based on the following patient record, assess the risk of Type 2 diabetes and hypertension. Provide risk levels (LOW, MODERATE, HIGH, or DIAGNOSED) with supporting factors, and clinical recommendations.

Input:
Patient: 57yo Female
Vitals: BP 120/86 mmHg, BMI 30.3, Weight 76.0 kg, HR 62 bpm
Labs: Glucose 75.1 mg/dL, HbA1c 6.1 %, Total Cholesterol 218.8 mg/dL, HDL Cholesterol 59.8 mg/dL, Triglycerides 133.5 mg/dL, Creatinine 0.8 mg/dL
Active conditions: Essential Hypertension, Prediabetes, Type 2 Diabetes
Medications: Simvastatin 20 MG Oral Tablet, Hydrochlorothiazide 25 MG Oral Tablet, 24 HR Metformin hydrochloride 500 MG Extended Release Oral Tablet

Output:
## Risk Assessment

**Type 2 Diabetes: DIAGNOSED**
- Patient has diagnosed Type 2 Diabetes

**Hypertension: DIAGNOSED**
- Patient has diagnosed Hypertension

## Recommendations
1. Assess cardiovascular risk (Framingham or ASCVD score)


Instruction: Based on the following patient record, assess the risk of Type 2 diabetes and hypertension. Provide risk levels (LOW, MODERATE, HIGH, or DIAGNOSED) with supporting factors, and clinical recommendations.

Input:
Patient: 24yo Male
Vitals: BP 121/87 mmHg, BMI 25.6, Weight 86.2 kg, HR 64 bpm

Output:
## Risk Assessment

**Type 2 Diabetes: LOW**
- BMI 25.6 (overweight)

**Hypertension: MODERATE**
- BP 121/87 mmHg (elevated)

## Recommendations
1. Lifestyle modifications: reduce sodium, DASH diet, exercise
2. Recheck BP in 2-4 weeks


Instruction: Based on the following patient record, assess the risk of Type 2 diabetes and hypertension. Provide risk levels (LOW, MODERATE, HIGH, or DIAGNOSED) with supporting factors, and clinical recommendations.

Input:
Patient: 62yo Male
Vitals: BP 105/73 mmHg, BMI 28.4, Weight 72.8 kg, HR 86 bpm
Labs: Glucose 73.3 mg/dL, Glucose (serum) 92.4 mg/dL, HbA1c 5.1 %, Total Cholesterol 240.1 mg/dL, HDL Cholesterol 63.0 mg/dL, Triglycerides 155.2 mg/dL, Creatinine 3.5 mg/dL
Active conditions: Essential Hypertension, Diabetic Kidney Disease
Medications: Hydrochlorothiazide 25 MG Oral Tablet, lisinopril 10 MG Oral Tablet

Output:
## Risk Assessment

**Type 2 Diabetes: LOW**
- BMI 28.4 (overweight)
- Age 62 years (≥45 increases risk)

**Hypertension: DIAGNOSED**
- Patient has diagnosed Hypertension

## Recommendations
1. Assess cardiovascular risk (Framingham or ASCVD score)


Instruction: Based on the following patient record, assess the risk of Type 2 diabetes and hypertension. Provide risk levels (LOW, MODERATE, HIGH, or DIAGNOSED) with supporting factors, and clinical recommendations.

Input:
Patient: 48yo Female
Vitals: BP 123/62 mmHg, BMI 36.9, Weight 100.4 kg, HR 98 bpm
Labs: Total Cholesterol 282.3 mg/dL, HDL Cholesterol 48.4 mg/dL, Triglycerides 115.9 mg/dL
Active conditions: Essential Hypertension
Medications: Hydrochlorothiazide 25 MG Oral Tablet, lisinopril 10 MG Oral Tablet

Output:
## Risk Assessment

**Type 2 Diabetes: MODERATE**
- BMI 36.9 (obese)
- Age 48 years (≥45 increases risk)

**Hypertension: DIAGNOSED**
- Patient has diagnosed Hypertension

## Recommendations
1. Lifestyle counseling: diet modification, increase physical activity
2. Recheck glucose/HbA1c in 3-6 months
3. Assess cardiovascular risk (Framingham or ASCVD score)


Instruction: Based on the following patient record, assess the risk of Type 2 diabetes and hypertension. Provide risk levels (LOW, MODERATE, HIGH, or DIAGNOSED) with supporting factors, and clinical recommendations.

Input:
Patient: 10yo Male
Vitals: BP 112/71 mmHg, BMI 15.5, Weight 31.0 kg, HR 81 bpm

Output:
## Risk Assessment

**Type 2 Diabetes: LOW**
- No significant risk factors identified

**Hypertension: LOW**
- No significant risk factors identified

## Recommendations
1. Continue healthy lifestyle habits
2. Annual wellness visit and screening


Instruction: Based on the following patient record, assess the risk of Type 2 diabetes and hypertension. Provide risk levels (LOW, MODERATE, HIGH, or DIAGNOSED) with supporting factors, and clinical recommendations.

Input:
Patient: 39yo Female
Vitals: BP 105/73 mmHg, BMI 28.2, Weight 77.3 kg, HR 79 bpm
Labs: Total Cholesterol 190.3 mg/dL, HDL Cholesterol 59.5 mg/dL, Triglycerides 101.3 mg/dL

Output:
## Risk Assessment

**Type 2 Diabetes: LOW**
- BMI 28.2 (overweight)

**Hypertension: LOW**
- No significant risk factors identified

## Recommendations
1. Continue healthy lifestyle habits
2. Annual wellness visit and screening


Instruction: Based on the following patient record, assess the risk of Type 2 diabetes and hypertension. Provide risk levels (LOW, MODERATE, HIGH, or DIAGNOSED) with supporting factors, and clinical recommendations.

Input:
Patient: 5yo Female
Vitals: BP 140/91 mmHg, BMI 24.4, Weight 28.6 kg, HR 73 bpm

Output:
## Risk Assessment

**Type 2 Diabetes: LOW**
- No significant risk factors identified

**Hypertension: HIGH**
- BP 140/91 mmHg (Stage 1+ hypertension)

## Recommendations
1. Confirm elevated BP on 2 separate occasions
2. Consider initiating antihypertensive therapy
3. Order baseline labs: renal function, electrolytes, lipid panel
4. Assess cardiovascular risk (Framingham or ASCVD score)


Instruction: Based on the following patient record, assess the risk of Type 2 diabetes and hypertension. Provide risk levels (LOW, MODERATE, HIGH, or DIAGNOSED) with supporting factors, and clinical recommendations.

Input:
Patient: 24yo Male
Vitals: BP 129/66 mmHg, BMI 25.0, Weight 71.7 kg, HR 93 bpm

Output:
## Risk Assessment

**Type 2 Diabetes: LOW**
- BMI 25.0 (overweight)

**Hypertension: LOW**
- BP 129/66 mmHg (slightly elevated)

## Recommendations
1. Continue healthy lifestyle habits
2. Annual wellness visit and screening


Instruction: Based on the following patient record, assess the risk of Type 2 diabetes and hypertension. Provide risk levels (LOW, MODERATE, HIGH, or DIAGNOSED) with supporting factors, and clinical recommendations.

Input:
Patient: 9yo Female
Vitals: BP 123/97 mmHg, BMI 19.7, Weight 28.7 kg, HR 92 bpm

Output:
## Risk Assessment

**Type 2 Diabetes: LOW**
- No significant risk factors identified

**Hypertension: HIGH**
- BP 123/97 mmHg (Stage 1+ hypertension)

## Recommendations
1. Confirm elevated BP on 2 separate occasions
2. Consider initiating antihypertensive therapy
3. Order baseline labs: renal function, electrolytes, lipid panel
4. Assess cardiovascular risk (Framingham or ASCVD score)


Instruction: Based on the following patient record, assess the risk of Type 2 diabetes and hypertension. Provide risk levels (LOW, MODERATE, HIGH, or DIAGNOSED) with supporting factors, and clinical recommendations.

Input:
Patient: 27yo Female
Vitals: BP 120/83 mmHg, BMI 27.0, Weight 65.2 kg, HR 97 bpm

Output:
## Risk Assessment

**Type 2 Diabetes: LOW**
- BMI 27.0 (overweight)

**Hypertension: MODERATE**
- BP 120/83 mmHg (elevated)

## Recommendations
1. Lifestyle modifications: reduce sodium, DASH diet, exercise
2. Recheck BP in 2-4 weeks


Instruction: Based on the following patient record, assess the risk of Type 2 diabetes and hypertension. Provide risk levels (LOW, MODERATE, HIGH, or DIAGNOSED) with supporting factors, and clinical recommendations.

Input:
Patient: 51yo Female
Vitals: BP 124/84 mmHg, BMI 30.4, Weight 78.9 kg, HR 99 bpm
Labs: Glucose 93.8 mg/dL, HbA1c 6.2 %, Total Cholesterol 165.0 mg/dL, HDL Cholesterol 50.2 mg/dL, Triglycerides 106.6 mg/dL, Creatinine 1.2 mg/dL
Active conditions: Prediabetes, Essential Hypertension
Medications: lisinopril 10 MG Oral Tablet

Output:
## Risk Assessment

**Type 2 Diabetes: MODERATE**
- HbA1c 6.2% (prediabetes range 5.7-6.4%)
- BMI 30.4 (obese)
- Age 51 years (≥45 increases risk)
- History of prediabetes

**Hypertension: DIAGNOSED**
- Patient has diagnosed Hypertension

## Recommendations
1. Lifestyle counseling: diet modification, increase physical activity
2. Recheck glucose/HbA1c in 3-6 months
3. Assess cardiovascular risk (Framingham or ASCVD score)


Instruction: Based on the following patient record, assess the risk of Type 2 diabetes and hypertension. Provide risk levels (LOW, MODERATE, HIGH, or DIAGNOSED) with supporting factors, and clinical recommendations.

Input:
Patient: 37yo Female
Vitals: BP 132/84 mmHg, BMI 30.1, Weight 74.3 kg, HR 84 bpm
Labs: Total Cholesterol 170.1 mg/dL, HDL Cholesterol 53.9 mg/dL, Triglycerides 118.9 mg/dL

Output:
## Risk Assessment

**Type 2 Diabetes: MODERATE**
- BMI 30.1 (obese)

**Hypertension: MODERATE**
- BP 132/84 mmHg (elevated)
- BMI 30.1 (obesity increases BP risk)

## Recommendations
1. Lifestyle counseling: diet modification, increase physical activity
2. Recheck glucose/HbA1c in 3-6 months
3. Lifestyle modifications: reduce sodium, DASH diet, exercise
4. Recheck BP in 2-4 weeks


Instruction: Based on the following patient record, assess the risk of Type 2 diabetes and hypertension. Provide risk levels (LOW, MODERATE, HIGH, or DIAGNOSED) with supporting factors, and clinical recommendations.

Input:
Patient: 91yo Male
Vitals: BP 115/67 mmHg, BMI 27.7, Weight 92.0 kg, HR 82 bpm
Labs: Glucose 114.8 mg/dL, HbA1c 6.9 %, Total Cholesterol 204.7 mg/dL, HDL Cholesterol 45.1 mg/dL, Triglycerides 150.4 mg/dL, Creatinine 0.6 mg/dL
Active conditions: Prediabetes, Type 2 Diabetes, Diabetic Retinopathy
Medications: Simvastatin 20 MG Oral Tablet

Output:
## Risk Assessment

**Type 2 Diabetes: DIAGNOSED**
- Patient has diagnosed Type 2 Diabetes

**Hypertension: LOW**
- Age 91 years (≥55 increases risk)

## Recommendations
1. Assess cardiovascular risk (Framingham or ASCVD score)


Instruction: Based on the following patient record, assess the risk of Type 2 diabetes and hypertension. Provide risk levels (LOW, MODERATE, HIGH, or DIAGNOSED) with supporting factors, and clinical recommendations.

Input:
Patient: 8yo Male
Vitals: BP 112/72 mmHg, BMI 16.2, Weight 28.0 kg, HR 74 bpm

Output:
## Risk Assessment

**Type 2 Diabetes: LOW**
- No significant risk factors identified

**Hypertension: LOW**
- No significant risk factors identified

## Recommendations
1. Continue healthy lifestyle habits
2. Annual wellness visit and screening


Instruction: Based on the following patient record, assess the risk of Type 2 diabetes and hypertension. Provide risk levels (LOW, MODERATE, HIGH, or DIAGNOSED) with supporting factors, and clinical recommendations.

Input:
Patient: 36yo Female
Vitals: BP 107/81 mmHg, BMI 29.0, Weight 71.5 kg, HR 91 bpm
Labs: Total Cholesterol 188.4 mg/dL, HDL Cholesterol 52.4 mg/dL, Triglycerides 118.4 mg/dL

Output:
## Risk Assessment

**Type 2 Diabetes: LOW**
- BMI 29.0 (overweight)

**Hypertension: MODERATE**
- BP 107/81 mmHg (elevated)

## Recommendations
1. Lifestyle modifications: reduce sodium, DASH diet, exercise
2. Recheck BP in 2-4 weeks


Instruction: Based on the following patient record, assess the risk of Type 2 diabetes and hypertension. Provide risk levels (LOW, MODERATE, HIGH, or DIAGNOSED) with supporting factors, and clinical recommendations.

Input:
Patient: 53yo Female
Vitals: BP 129/83 mmHg, BMI 27.5, Weight 68.5 kg, HR 68 bpm
Labs: Glucose 92.1 mg/dL, Glucose (serum) 92.1 mg/dL, HbA1c 3.2 %, Total Cholesterol 281.0 mg/dL, HDL Cholesterol 49.5 mg/dL, Triglycerides 100.8 mg/dL, Creatinine 2.5 mg/dL
Active conditions: Essential Hypertension, Diabetic Kidney Disease, Prediabetes
Medications: insulin isophane  human 70 UNT/ML / insulin  regular  human 30 UNT/ML Injectable Suspension [Humulin], lisinopril 10 MG Oral Tablet

Output:
## Risk Assessment

**Type 2 Diabetes: MODERATE**
- BMI 27.5 (overweight)
- Age 53 years (≥45 increases risk)
- History of prediabetes

**Hypertension: DIAGNOSED**
- Patient has diagnosed Hypertension

## Recommendations
1. Lifestyle counseling: diet modification, increase physical activity
2. Recheck glucose/HbA1c in 3-6 months
3. Assess cardiovascular risk (Framingham or ASCVD score)


Instruction: Based on the following patient record, assess the risk of Type 2 diabetes and hypertension. Provide risk levels (LOW, MODERATE, HIGH, or DIAGNOSED) with supporting factors, and clinical recommendations.

Input:
Patient: 108yo Male
Vitals: BP 91/73 mmHg, BMI 27.6, Weight 81.6 kg, HR 85 bpm
Labs: Glucose 97.6 mg/dL, Total Cholesterol 195.8 mg/dL, HDL Cholesterol 32.6 mg/dL, Triglycerides 148.8 mg/dL, Creatinine 2.9 mg/dL
Medications: Simvastatin 10 MG Oral Tablet

Output:
## Risk Assessment

**Type 2 Diabetes: LOW**
- BMI 27.6 (overweight)
- Age 108 years (≥45 increases risk)

**Hypertension: LOW**
- Age 108 years (≥55 increases risk)

## Recommendations
1. Continue healthy lifestyle habits
2. Annual wellness visit and screening


Instruction: Based on the following patient record, assess the risk of Type 2 diabetes and hypertension. Provide risk levels (LOW, MODERATE, HIGH, or DIAGNOSED) with supporting factors, and clinical recommendations.

Input:
Patient: 27yo Female
Vitals: BP 120/77 mmHg, BMI 26.9, Weight 70.2 kg, HR 86 bpm

Output:
## Risk Assessment

**Type 2 Diabetes: LOW**
- BMI 26.9 (overweight)

**Hypertension: LOW**
- BP 120/77 mmHg (slightly elevated)

## Recommendations
1. Continue healthy lifestyle habits
2. Annual wellness visit and screening


Instruction: Based on the following patient record, assess the risk of Type 2 diabetes and hypertension. Provide risk levels (LOW, MODERATE, HIGH, or DIAGNOSED) with supporting factors, and clinical recommendations.

Input:
Patient: 0yo Male
Vitals: BP 118/77 mmHg, Weight 6.5 kg, HR 76 bpm

Output:
## Risk Assessment

**Type 2 Diabetes: LOW**
- No significant risk factors identified

**Hypertension: LOW**
- No significant risk factors identified

## Recommendations
1. Continue healthy lifestyle habits
2. Annual wellness visit and screening


Instruction: Based on the following patient record, assess the risk of Type 2 diabetes and hypertension. Provide risk levels (LOW, MODERATE, HIGH, or DIAGNOSED) with supporting factors, and clinical recommendations.

Input:
Patient: 40yo Male
Vitals: BP 99/83 mmHg, BMI 28.6, Weight 89.0 kg, HR 98 bpm
Labs: Glucose 97.8 mg/dL, HbA1c 6.1 %, Total Cholesterol 149.9 mg/dL, HDL Cholesterol 49.4 mg/dL, Triglycerides 117.5 mg/dL, Creatinine 1.4 mg/dL
Active conditions: Prediabetes, Essential Hypertension
Medications: Hydrochlorothiazide 25 MG Oral Tablet, lisinopril 10 MG Oral Tablet

Output:
## Risk Assessment

**Type 2 Diabetes: MODERATE**
- HbA1c 6.1% (prediabetes range 5.7-6.4%)
- BMI 28.6 (overweight)
- History of prediabetes

**Hypertension: DIAGNOSED**
- Patient has diagnosed Hypertension

## Recommendations
1. Lifestyle counseling: diet modification, increase physical activity
2. Recheck glucose/HbA1c in 3-6 months
3. Assess cardiovascular risk (Framingham or ASCVD score)


Instruction: Based on the following patient record, assess the risk of Type 2 diabetes and hypertension. Provide risk levels (LOW, MODERATE, HIGH, or DIAGNOSED) with supporting factors, and clinical recommendations.

Input:
Patient: 66yo Female
Vitals: BP 102/66 mmHg, BMI 30.2, Weight 85.4 kg, HR 93 bpm
Labs: Total Cholesterol 161.6 mg/dL, HDL Cholesterol 30.4 mg/dL, Triglycerides 146.3 mg/dL

Output:
## Risk Assessment

**Type 2 Diabetes: MODERATE**
- BMI 30.2 (obese)
- Age 66 years (≥45 increases risk)

**Hypertension: MODERATE**
- BMI 30.2 (obesity increases BP risk)
- Age 66 years (≥55 increases risk)

## Recommendations
1. Lifestyle counseling: diet modification, increase physical activity
2. Recheck glucose/HbA1c in 3-6 months
3. Lifestyle modifications: reduce sodium, DASH diet, exercise
4. Recheck BP in 2-4 weeks


Instruction: Based on the following patient record, assess the risk of Type 2 diabetes and hypertension. Provide risk levels (LOW, MODERATE, HIGH, or DIAGNOSED) with supporting factors, and clinical recommendations.

Input:
Patient: 97yo Female
Vitals: BP 103/74 mmHg, BMI 27.4, Weight 71.1 kg, HR 89 bpm
Labs: Glucose 81.5 mg/dL, HbA1c 6.1 %, Total Cholesterol 156.2 mg/dL, HDL Cholesterol 31.4 mg/dL, Triglycerides 108.6 mg/dL, Creatinine 0.4 mg/dL
Active conditions: Prediabetes

Output:
## Risk Assessment

**Type 2 Diabetes: MODERATE**
- HbA1c 6.1% (prediabetes range 5.7-6.4%)
- BMI 27.4 (overweight)
- Age 97 years (≥45 increases risk)
- History of prediabetes

**Hypertension: LOW**
- Age 97 years (≥55 increases risk)

## Recommendations
1. Lifestyle counseling: diet modification, increase physical activity
2. Recheck glucose/HbA1c in 3-6 months


Instruction: Based on the following patient record, assess the risk of Type 2 diabetes and hypertension. Provide risk levels (LOW, MODERATE, HIGH, or DIAGNOSED) with supporting factors, and clinical recommendations.

Input:
Patient: 65yo Male
Vitals: BP 101/85 mmHg, BMI 30.7, Weight 78.8 kg, HR 79 bpm
Labs: Glucose 87.2 mg/dL, HbA1c 5.9 %, Total Cholesterol 106.1 mg/dL, HDL Cholesterol 26.8 mg/dL, Triglycerides 123.4 mg/dL, Creatinine 0.8 mg/dL
Active conditions: Prediabetes

Output:
## Risk Assessment

**Type 2 Diabetes: MODERATE**
- HbA1c 5.9% (prediabetes range 5.7-6.4%)
- BMI 30.7 (obese)
- Age 65 years (≥45 increases risk)
- History of prediabetes

**Hypertension: MODERATE**
- BP 101/85 mmHg (elevated)
- BMI 30.7 (obesity increases BP risk)
- Age 65 years (≥55 increases risk)

## Recommendations
1. Lifestyle counseling: diet modification, increase physical activity
2. Recheck glucose/HbA1c in 3-6 months
3. Lifestyle modifications: reduce sodium, DASH diet, exercise
4. Recheck BP in 2-4 weeks


Instruction: Based on the following patient record, assess the risk of Type 2 diabetes and hypertension. Provide risk levels (LOW, MODERATE, HIGH, or DIAGNOSED) with supporting factors, and clinical recommendations.

Input:
Patient: 3yo Female
Vitals: BP 130/71 mmHg, BMI 16.7, Weight 15.2 kg, HR 65 bpm

Output:
## Risk Assessment

**Type 2 Diabetes: LOW**
- No significant risk factors identified

**Hypertension: MODERATE**
- BP 130/71 mmHg (elevated)

## Recommendations
1. Lifestyle modifications: reduce sodium, DASH diet, exercise
2. Recheck BP in 2-4 weeks


Instruction: Based on the following patient record, assess the risk of Type 2 diabetes and hypertension. Provide risk levels (LOW, MODERATE, HIGH, or DIAGNOSED) with supporting factors, and clinical recommendations.

Input:
Patient: 28yo Male
Vitals: BP 118/68 mmHg, BMI 25.8, Weight 72.9 kg, HR 83 bpm
Labs: Glucose 88.1 mg/dL, HbA1c 6.1 %, Creatinine 1.1 mg/dL
Active conditions: Prediabetes

Output:
## Risk Assessment

**Type 2 Diabetes: MODERATE**
- HbA1c 6.1% (prediabetes range 5.7-6.4%)
- BMI 25.8 (overweight)
- History of prediabetes

**Hypertension: LOW**
- No significant risk factors identified

## Recommendations
1. Lifestyle counseling: diet modification, increase physical activity
2. Recheck glucose/HbA1c in 3-6 months


Instruction: Based on the following patient record, assess the risk of Type 2 diabetes and hypertension. Provide risk levels (LOW, MODERATE, HIGH, or DIAGNOSED) with supporting factors, and clinical recommendations.

Input:
Patient: 27yo Female
Vitals: BP 127/84 mmHg, BMI 30.2, Weight 88.3 kg, HR 87 bpm
Labs: Glucose 85.5 mg/dL, HbA1c 5.9 %, Creatinine 1.5 mg/dL
Active conditions: Prediabetes

Output:
## Risk Assessment

**Type 2 Diabetes: MODERATE**
- HbA1c 5.9% (prediabetes range 5.7-6.4%)
- BMI 30.2 (obese)
- History of prediabetes

**Hypertension: MODERATE**
- BP 127/84 mmHg (elevated)
- BMI 30.2 (obesity increases BP risk)

## Recommendations
1. Lifestyle counseling: diet modification, increase physical activity
2. Recheck glucose/HbA1c in 3-6 months
3. Lifestyle modifications: reduce sodium, DASH diet, exercise
4. Recheck BP in 2-4 weeks


Instruction: Based on the following patient record, assess the risk of Type 2 diabetes and hypertension. Provide risk levels (LOW, MODERATE, HIGH, or DIAGNOSED) with supporting factors, and clinical recommendations.

Input:
Patient: 43yo Male
Vitals: BP 141/79 mmHg, BMI 28.1, Weight 86.9 kg, HR 97 bpm
Labs: Glucose 99.9 mg/dL, HbA1c 6.3 %, Total Cholesterol 115.5 mg/dL, HDL Cholesterol 56.0 mg/dL, Triglycerides 121.1 mg/dL, Creatinine 1.2 mg/dL
Active conditions: Prediabetes

Output:
## Risk Assessment

**Type 2 Diabetes: MODERATE**
- HbA1c 6.3% (prediabetes range 5.7-6.4%)
- BMI 28.1 (overweight)
- History of prediabetes

**Hypertension: HIGH**
- BP 141/79 mmHg (Stage 1+ hypertension)

## Recommendations
1. Lifestyle counseling: diet modification, increase physical activity
2. Recheck glucose/HbA1c in 3-6 months
3. Confirm elevated BP on 2 separate occasions
4. Consider initiating antihypertensive therapy
5. Order baseline labs: renal function, electrolytes, lipid panel
6. Assess cardiovascular risk (Framingham or ASCVD score)


Instruction: Based on the following patient record, assess the risk of Type 2 diabetes and hypertension. Provide risk levels (LOW, MODERATE, HIGH, or DIAGNOSED) with supporting factors, and clinical recommendations.

Input:
Patient: 42yo Female
Vitals: BP 134/100 mmHg, BMI 29.3, Weight 64.3 kg, HR 84 bpm
Labs: Glucose 74.8 mg/dL, HbA1c 6.2 %, Total Cholesterol 167.2 mg/dL, HDL Cholesterol 55.6 mg/dL, Triglycerides 148.7 mg/dL, Creatinine 0.8 mg/dL
Active conditions: Essential Hypertension, Prediabetes
Medications: lisinopril 10 MG Oral Tablet, amLODIPine 2.5 MG Oral Tablet

Output:
## Risk Assessment

**Type 2 Diabetes: MODERATE**
- HbA1c 6.2% (prediabetes range 5.7-6.4%)
- BMI 29.3 (overweight)
- History of prediabetes

**Hypertension: DIAGNOSED**
- Patient has diagnosed Hypertension

## Recommendations
1. Lifestyle counseling: diet modification, increase physical activity
2. Recheck glucose/HbA1c in 3-6 months
3. Assess cardiovascular risk (Framingham or ASCVD score)


Instruction: Based on the following patient record, assess the risk of Type 2 diabetes and hypertension. Provide risk levels (LOW, MODERATE, HIGH, or DIAGNOSED) with supporting factors, and clinical recommendations.

Input:
Patient: 66yo Male
Vitals: BP 102/95 mmHg, BMI 27.9, Weight 74.3 kg, HR 65 bpm
Labs: Glucose (serum) 91.1 mg/dL, Total Cholesterol 173.5 mg/dL, HDL Cholesterol 26.3 mg/dL, Triglycerides 144.6 mg/dL
Active conditions: Essential Hypertension, Diabetic Kidney Disease
Medications: lisinopril 10 MG Oral Tablet, amLODIPine 2.5 MG Oral Tablet

Output:
## Risk Assessment

**Type 2 Diabetes: LOW**
- BMI 27.9 (overweight)
- Age 66 years (≥45 increases risk)

**Hypertension: DIAGNOSED**
- Patient has diagnosed Hypertension

## Recommendations
1. Assess cardiovascular risk (Framingham or ASCVD score)


Instruction: Based on the following patient record, assess the risk of Type 2 diabetes and hypertension. Provide risk levels (LOW, MODERATE, HIGH, or DIAGNOSED) with supporting factors, and clinical recommendations.

Input:
Patient: 14yo Male
Vitals: BP 117/82 mmHg, BMI 22.6, Weight 67.9 kg, HR 78 bpm

Output:
## Risk Assessment

**Type 2 Diabetes: LOW**
- No significant risk factors identified

**Hypertension: MODERATE**
- BP 117/82 mmHg (elevated)

## Recommendations
1. Lifestyle modifications: reduce sodium, DASH diet, exercise
2. Recheck BP in 2-4 weeks


Instruction: Based on the following patient record, assess the risk of Type 2 diabetes and hypertension. Provide risk levels (LOW, MODERATE, HIGH, or DIAGNOSED) with supporting factors, and clinical recommendations.

Input:
Patient: 4yo Female
Vitals: BP 120/89 mmHg, BMI 19.2, Weight 20.1 kg, HR 72 bpm

Output:
## Risk Assessment

**Type 2 Diabetes: LOW**
- No significant risk factors identified

**Hypertension: MODERATE**
- BP 120/89 mmHg (elevated)

## Recommendations
1. Lifestyle modifications: reduce sodium, DASH diet, exercise
2. Recheck BP in 2-4 weeks


Instruction: Based on the following patient record, assess the risk of Type 2 diabetes and hypertension. Provide risk levels (LOW, MODERATE, HIGH, or DIAGNOSED) with supporting factors, and clinical recommendations.

Input:
Patient: 39yo Male
Vitals: BP 109/77 mmHg, BMI 27.2, Weight 92.9 kg, HR 99 bpm
Labs: Glucose 69.5 mg/dL, HbA1c 5.8 %, Total Cholesterol 185.8 mg/dL, HDL Cholesterol 23.6 mg/dL, Triglycerides 124.4 mg/dL, Creatinine 1.6 mg/dL
Active conditions: Prediabetes

Output:
## Risk Assessment

**Type 2 Diabetes: MODERATE**
- HbA1c 5.8% (prediabetes range 5.7-6.4%)
- BMI 27.2 (overweight)
- History of prediabetes

**Hypertension: LOW**
- No significant risk factors identified

## Recommendations
1. Lifestyle counseling: diet modification, increase physical activity
2. Recheck glucose/HbA1c in 3-6 months


Instruction: Based on the following patient record, assess the risk of Type 2 diabetes and hypertension. Provide risk levels (LOW, MODERATE, HIGH, or DIAGNOSED) with supporting factors, and clinical recommendations.

Input:
Patient: 23yo Male
Vitals: BP 111/82 mmHg, BMI 24.5, Weight 74.0 kg, HR 94 bpm
Labs: Glucose 89.4 mg/dL, HbA1c 6.2 %, Creatinine 1.2 mg/dL
Active conditions: Prediabetes

Output:
## Risk Assessment

**Type 2 Diabetes: MODERATE**
- HbA1c 6.2% (prediabetes range 5.7-6.4%)
- History of prediabetes

**Hypertension: MODERATE**
- BP 111/82 mmHg (elevated)

## Recommendations
1. Lifestyle counseling: diet modification, increase physical activity
2. Recheck glucose/HbA1c in 3-6 months
3. Lifestyle modifications: reduce sodium, DASH diet, exercise
4. Recheck BP in 2-4 weeks


Instruction: Based on the following patient record, assess the risk of Type 2 diabetes and hypertension. Provide risk levels (LOW, MODERATE, HIGH, or DIAGNOSED) with supporting factors, and clinical recommendations.

Input:
Patient: 20yo Female
Vitals: BP 101/77 mmHg, BMI 27.7, Weight 74.5 kg, HR 77 bpm

Output:
## Risk Assessment

**Type 2 Diabetes: LOW**
- BMI 27.7 (overweight)

**Hypertension: LOW**
- No significant risk factors identified

## Recommendations
1. Continue healthy lifestyle habits
2. Annual wellness visit and screening


Instruction: Based on the following patient record, assess the risk of Type 2 diabetes and hypertension. Provide risk levels (LOW, MODERATE, HIGH, or DIAGNOSED) with supporting factors, and clinical recommendations.

Input:
Patient: 3yo Male
Vitals: BP 132/85 mmHg, BMI 17.3, Weight 14.8 kg, HR 65 bpm

Output:
## Risk Assessment

**Type 2 Diabetes: LOW**
- No significant risk factors identified

**Hypertension: MODERATE**
- BP 132/85 mmHg (elevated)

## Recommendations
1. Lifestyle modifications: reduce sodium, DASH diet, exercise
2. Recheck BP in 2-4 weeks


Instruction: Based on the following patient record, assess the risk of Type 2 diabetes and hypertension. Provide risk levels (LOW, MODERATE, HIGH, or DIAGNOSED) with supporting factors, and clinical recommendations.

Input:
Patient: 25yo Male
Vitals: BP 150/82 mmHg, BMI 28.4, Weight 90.5 kg, HR 72 bpm

Output:
## Risk Assessment

**Type 2 Diabetes: LOW**
- BMI 28.4 (overweight)

**Hypertension: HIGH**
- BP 150/82 mmHg (Stage 1+ hypertension)

## Recommendations
1. Confirm elevated BP on 2 separate occasions
2. Consider initiating antihypertensive therapy
3. Order baseline labs: renal function, electrolytes, lipid panel
4. Assess cardiovascular risk (Framingham or ASCVD score)


Instruction: Based on the following patient record, assess the risk of Type 2 diabetes and hypertension. Provide risk levels (LOW, MODERATE, HIGH, or DIAGNOSED) with supporting factors, and clinical recommendations.

Input:
Patient: 68yo Female
Vitals: BP 112/99 mmHg, BMI 27.7, Weight 80.1 kg, HR 73 bpm
Labs: Glucose 97.4 mg/dL, HbA1c 5.9 %, Total Cholesterol 154.3 mg/dL, HDL Cholesterol 27.5 mg/dL, Triglycerides 141.2 mg/dL, Creatinine 0.9 mg/dL
Active conditions: Prediabetes, Essential Hypertension
Medications: lisinopril 10 MG Oral Tablet, amLODIPine 2.5 MG Oral Tablet

Output:
## Risk Assessment

**Type 2 Diabetes: MODERATE**
- HbA1c 5.9% (prediabetes range 5.7-6.4%)
- BMI 27.7 (overweight)
- Age 68 years (≥45 increases risk)
- History of prediabetes

**Hypertension: DIAGNOSED**
- Patient has diagnosed Hypertension

## Recommendations
1. Lifestyle counseling: diet modification, increase physical activity
2. Recheck glucose/HbA1c in 3-6 months
3. Assess cardiovascular risk (Framingham or ASCVD score)


Instruction: Based on the following patient record, assess the risk of Type 2 diabetes and hypertension. Provide risk levels (LOW, MODERATE, HIGH, or DIAGNOSED) with supporting factors, and clinical recommendations.

Input:
Patient: 58yo Male
Vitals: BP 150/87 mmHg, BMI 27.4, Weight 92.2 kg, HR 66 bpm
Labs: Glucose 75.0 mg/dL, Glucose (serum) 77.7 mg/dL, HbA1c 6.1 %, Total Cholesterol 268.6 mg/dL, HDL Cholesterol 57.9 mg/dL, Triglycerides 150.4 mg/dL, Creatinine 1.1 mg/dL
Active conditions: Prediabetes
Medications: atorvastatin 20 MG Oral Tablet, lisinopril 20 MG Oral Tablet

Output:
## Risk Assessment

**Type 2 Diabetes: MODERATE**
- HbA1c 6.1% (prediabetes range 5.7-6.4%)
- BMI 27.4 (overweight)
- Age 58 years (≥45 increases risk)
- History of prediabetes

**Hypertension: HIGH**
- BP 150/87 mmHg (Stage 1+ hypertension)
- Age 58 years (≥55 increases risk)

## Recommendations
1. Lifestyle counseling: diet modification, increase physical activity
2. Recheck glucose/HbA1c in 3-6 months
3. Confirm elevated BP on 2 separate occasions
4. Consider initiating antihypertensive therapy
5. Order baseline labs: renal function, electrolytes, lipid panel
6. Assess cardiovascular risk (Framingham or ASCVD score)


Instruction: Based on the following patient record, assess the risk of Type 2 diabetes and hypertension. Provide risk levels (LOW, MODERATE, HIGH, or DIAGNOSED) with supporting factors, and clinical recommendations.

Input:
Patient: 59yo Male
Vitals: BP 119/83 mmHg, BMI 28.0, Weight 97.8 kg, HR 75 bpm
Labs: Glucose 66.6 mg/dL, HbA1c 6.2 %, Total Cholesterol 142.0 mg/dL, HDL Cholesterol 55.0 mg/dL, Triglycerides 116.4 mg/dL, Creatinine 1.1 mg/dL
Active conditions: Prediabetes

Output:
## Risk Assessment

**Type 2 Diabetes: MODERATE**
- HbA1c 6.2% (prediabetes range 5.7-6.4%)
- BMI 28.0 (overweight)
- Age 59 years (≥45 increases risk)
- History of prediabetes

**Hypertension: MODERATE**
- BP 119/83 mmHg (elevated)
- Age 59 years (≥55 increases risk)

## Recommendations
1. Lifestyle counseling: diet modification, increase physical activity
2. Recheck glucose/HbA1c in 3-6 months
3. Lifestyle modifications: reduce sodium, DASH diet, exercise
4. Recheck BP in 2-4 weeks


Instruction: Based on the following patient record, assess the risk of Type 2 diabetes and hypertension. Provide risk levels (LOW, MODERATE, HIGH, or DIAGNOSED) with supporting factors, and clinical recommendations.

Input:
Patient: 95yo Male
Vitals: BP 112/81 mmHg, BMI 28.5, Weight 94.7 kg, HR 99 bpm
Labs: Total Cholesterol 124.3 mg/dL, HDL Cholesterol 49.6 mg/dL, Triglycerides 147.9 mg/dL
Medications: Simvastatin 20 MG Oral Tablet

Output:
## Risk Assessment

**Type 2 Diabetes: LOW**
- BMI 28.5 (overweight)
- Age 95 years (≥45 increases risk)

**Hypertension: MODERATE**
- BP 112/81 mmHg (elevated)
- Age 95 years (≥55 increases risk)

## Recommendations
1. Lifestyle modifications: reduce sodium, DASH diet, exercise
2. Recheck BP in 2-4 weeks


Instruction: Based on the following patient record, assess the risk of Type 2 diabetes and hypertension. Provide risk levels (LOW, MODERATE, HIGH, or DIAGNOSED) with supporting factors, and clinical recommendations.

Input:
Patient: 15yo Female
Vitals: BP 140/82 mmHg, BMI 24.9, Weight 78.0 kg, HR 96 bpm

Output:
## Risk Assessment

**Type 2 Diabetes: LOW**
- No significant risk factors identified

**Hypertension: HIGH**
- BP 140/82 mmHg (Stage 1+ hypertension)

## Recommendations
1. Confirm elevated BP on 2 separate occasions
2. Consider initiating antihypertensive therapy
3. Order baseline labs: renal function, electrolytes, lipid panel
4. Assess cardiovascular risk (Framingham or ASCVD score)


Instruction: Based on the following patient record, assess the risk of Type 2 diabetes and hypertension. Provide risk levels (LOW, MODERATE, HIGH, or DIAGNOSED) with supporting factors, and clinical recommendations.

Input:
Patient: 51yo Male
Vitals: BP 129/71 mmHg, BMI 27.5, Weight 85.1 kg, HR 80 bpm
Labs: Glucose 95.9 mg/dL, HbA1c 6.3 %, Total Cholesterol 194.5 mg/dL, HDL Cholesterol 52.7 mg/dL, Triglycerides 100.3 mg/dL, Creatinine 1.1 mg/dL
Active conditions: Prediabetes

Output:
## Risk Assessment

**Type 2 Diabetes: MODERATE**
- HbA1c 6.3% (prediabetes range 5.7-6.4%)
- BMI 27.5 (overweight)
- Age 51 years (≥45 increases risk)
- History of prediabetes

**Hypertension: LOW**
- BP 129/71 mmHg (slightly elevated)

## Recommendations
1. Lifestyle counseling: diet modification, increase physical activity
2. Recheck glucose/HbA1c in 3-6 months


Instruction: Based on the following patient record, assess the risk of Type 2 diabetes and hypertension. Provide risk levels (LOW, MODERATE, HIGH, or DIAGNOSED) with supporting factors, and clinical recommendations.

Input:
Patient: 29yo Male
Vitals: BP 114/78 mmHg, BMI 30.5, Weight 91.3 kg, HR 95 bpm

Output:
## Risk Assessment

**Type 2 Diabetes: MODERATE**
- BMI 30.5 (obese)

**Hypertension: MODERATE**
- BMI 30.5 (obesity increases BP risk)

## Recommendations
1. Lifestyle counseling: diet modification, increase physical activity
2. Recheck glucose/HbA1c in 3-6 months
3. Lifestyle modifications: reduce sodium, DASH diet, exercise
4. Recheck BP in 2-4 weeks


Instruction: Based on the following patient record, assess the risk of Type 2 diabetes and hypertension. Provide risk levels (LOW, MODERATE, HIGH, or DIAGNOSED) with supporting factors, and clinical recommendations.

Input:
Patient: 99yo Male
Vitals: BP 107/74 mmHg, BMI 27.8, Weight 89.5 kg, HR 66 bpm
Labs: Glucose 72.0 mg/dL, HbA1c 5.9 %, Total Cholesterol 306.2 mg/dL, HDL Cholesterol 30.5 mg/dL, Triglycerides 108.7 mg/dL, Creatinine 0.5 mg/dL
Active conditions: Prediabetes
Medications: Simvastatin 20 MG Oral Tablet

Output:
## Risk Assessment

**Type 2 Diabetes: MODERATE**
- HbA1c 5.9% (prediabetes range 5.7-6.4%)
- BMI 27.8 (overweight)
- Age 99 years (≥45 increases risk)
- History of prediabetes

**Hypertension: LOW**
- Age 99 years (≥55 increases risk)

## Recommendations
1. Lifestyle counseling: diet modification, increase physical activity
2. Recheck glucose/HbA1c in 3-6 months


Instruction: Based on the following patient record, assess the risk of Type 2 diabetes and hypertension. Provide risk levels (LOW, MODERATE, HIGH, or DIAGNOSED) with supporting factors, and clinical recommendations.

Input:
Patient: 31yo Female
Vitals: BP 99/69 mmHg, BMI 39.5, Weight 103.1 kg, HR 61 bpm

Output:
## Risk Assessment

**Type 2 Diabetes: MODERATE**
- BMI 39.5 (obese)

**Hypertension: MODERATE**
- BMI 39.5 (obesity increases BP risk)

## Recommendations
1. Lifestyle counseling: diet modification, increase physical activity
2. Recheck glucose/HbA1c in 3-6 months
3. Lifestyle modifications: reduce sodium, DASH diet, exercise
4. Recheck BP in 2-4 weeks


Instruction: Based on the following patient record, assess the risk of Type 2 diabetes and hypertension. Provide risk levels (LOW, MODERATE, HIGH, or DIAGNOSED) with supporting factors, and clinical recommendations.

Input:
Patient: 21yo Male
Vitals: BP 102/91 mmHg, BMI 29.7, Weight 95.0 kg, HR 86 bpm

Output:
## Risk Assessment

**Type 2 Diabetes: LOW**
- BMI 29.7 (overweight)

**Hypertension: HIGH**
- BP 102/91 mmHg (Stage 1+ hypertension)

## Recommendations
1. Confirm elevated BP on 2 separate occasions
2. Consider initiating antihypertensive therapy
3. Order baseline labs: renal function, electrolytes, lipid panel
4. Assess cardiovascular risk (Framingham or ASCVD score)


Instruction: Based on the following patient record, assess the risk of Type 2 diabetes and hypertension. Provide risk levels (LOW, MODERATE, HIGH, or DIAGNOSED) with supporting factors, and clinical recommendations.

Input:
Patient: 51yo Male
Vitals: BP 139/105 mmHg, BMI 30.5, Weight 94.2 kg, HR 71 bpm
Labs: Glucose 90.3 mg/dL, Glucose (serum) 74.1 mg/dL, HbA1c 3.2 %, Total Cholesterol 165.5 mg/dL, HDL Cholesterol 61.0 mg/dL, Triglycerides 136.2 mg/dL, Creatinine 3.2 mg/dL
Active conditions: Essential Hypertension, Prediabetes, Diabetic Kidney Disease
Medications: insulin isophane  human 70 UNT/ML / insulin  regular  human 30 UNT/ML Injectable Suspension [Humulin], lisinopril 10 MG Oral Tablet

Output:
## Risk Assessment

**Type 2 Diabetes: MODERATE**
- BMI 30.5 (obese)
- Age 51 years (≥45 increases risk)
- History of prediabetes

**Hypertension: DIAGNOSED**
- Patient has diagnosed Hypertension

## Recommendations
1. Lifestyle counseling: diet modification, increase physical activity
2. Recheck glucose/HbA1c in 3-6 months
3. Assess cardiovascular risk (Framingham or ASCVD score)


Instruction: Based on the following patient record, assess the risk of Type 2 diabetes and hypertension. Provide risk levels (LOW, MODERATE, HIGH, or DIAGNOSED) with supporting factors, and clinical recommendations.

Input:
Patient: 45yo Male
Vitals: BP 114/75 mmHg, BMI 27.7, Weight 90.5 kg, HR 90 bpm
Labs: Total Cholesterol 140.3 mg/dL, HDL Cholesterol 32.1 mg/dL, Triglycerides 130.6 mg/dL

Output:
## Risk Assessment

**Type 2 Diabetes: LOW**
- BMI 27.7 (overweight)
- Age 45 years (≥45 increases risk)

**Hypertension: LOW**
- No significant risk factors identified

## Recommendations
1. Continue healthy lifestyle habits
2. Annual wellness visit and screening


Instruction: Based on the following patient record, assess the risk of Type 2 diabetes and hypertension. Provide risk levels (LOW, MODERATE, HIGH, or DIAGNOSED) with supporting factors, and clinical recommendations.

Input:
Patient: 1yo Male
Vitals: BP 118/76 mmHg, Weight 14.3 kg, HR 72 bpm

Output:
## Risk Assessment

**Type 2 Diabetes: LOW**
- No significant risk factors identified

**Hypertension: LOW**
- No significant risk factors identified

## Recommendations
1. Continue healthy lifestyle habits
2. Annual wellness visit and screening


Instruction: Based on the following patient record, assess the risk of Type 2 diabetes and hypertension. Provide risk levels (LOW, MODERATE, HIGH, or DIAGNOSED) with supporting factors, and clinical recommendations.

Input:
Patient: 53yo Female
Vitals: BP 129/90 mmHg, BMI 27.4, Weight 73.4 kg, HR 96 bpm
Labs: Glucose 99.8 mg/dL, Glucose (serum) 99.8 mg/dL, HbA1c 3.0 %, Total Cholesterol 282.7 mg/dL, HDL Cholesterol 50.2 mg/dL, Triglycerides 114.8 mg/dL, Creatinine 2.1 mg/dL
Active conditions: Prediabetes, Essential Hypertension, Diabetic Kidney Disease
Medications: insulin isophane  human 70 UNT/ML / insulin  regular  human 30 UNT/ML Injectable Suspension [Humulin], amLODIPine 2.5 MG Oral Tablet

Output:
## Risk Assessment

**Type 2 Diabetes: MODERATE**
- BMI 27.4 (overweight)
- Age 53 years (≥45 increases risk)
- History of prediabetes

**Hypertension: DIAGNOSED**
- Patient has diagnosed Hypertension

## Recommendations
1. Lifestyle counseling: diet modification, increase physical activity
2. Recheck glucose/HbA1c in 3-6 months
3. Assess cardiovascular risk (Framingham or ASCVD score)


Instruction: Based on the following patient record, assess the risk of Type 2 diabetes and hypertension. Provide risk levels (LOW, MODERATE, HIGH, or DIAGNOSED) with supporting factors, and clinical recommendations.

Input:
Patient: 59yo Male
Vitals: BP 128/106 mmHg, BMI 27.9, Weight 83.3 kg, HR 81 bpm
Labs: Glucose 68.8 mg/dL, HbA1c 6.3 %, Total Cholesterol 180.1 mg/dL, HDL Cholesterol 25.1 mg/dL, Triglycerides 138.6 mg/dL, Creatinine 0.9 mg/dL
Active conditions: Essential Hypertension, Prediabetes
Medications: losartan potassium 25 MG Oral Tablet, amLODIPine 2.5 MG Oral Tablet

Output:
## Risk Assessment

**Type 2 Diabetes: MODERATE**
- HbA1c 6.3% (prediabetes range 5.7-6.4%)
- BMI 27.9 (overweight)
- Age 59 years (≥45 increases risk)
- History of prediabetes

**Hypertension: DIAGNOSED**
- Patient has diagnosed Hypertension

## Recommendations
1. Lifestyle counseling: diet modification, increase physical activity
2. Recheck glucose/HbA1c in 3-6 months
3. Assess cardiovascular risk (Framingham or ASCVD score)


Instruction: Based on the following patient record, assess the risk of Type 2 diabetes and hypertension. Provide risk levels (LOW, MODERATE, HIGH, or DIAGNOSED) with supporting factors, and clinical recommendations.

Input:
Patient: 60yo Female
Vitals: BP 131/75 mmHg, BMI 30.1, Weight 75.7 kg, HR 86 bpm
Labs: Glucose 82.1 mg/dL, HbA1c 6.0 %, Total Cholesterol 272.6 mg/dL, HDL Cholesterol 44.9 mg/dL, Triglycerides 125.0 mg/dL, Creatinine 0.7 mg/dL
Active conditions: Prediabetes

Output:
## Risk Assessment

**Type 2 Diabetes: MODERATE**
- HbA1c 6.0% (prediabetes range 5.7-6.4%)
- BMI 30.1 (obese)
- Age 60 years (≥45 increases risk)
- History of prediabetes

**Hypertension: MODERATE**
- BP 131/75 mmHg (elevated)
- BMI 30.1 (obesity increases BP risk)
- Age 60 years (≥55 increases risk)

## Recommendations
1. Lifestyle counseling: diet modification, increase physical activity
2. Recheck glucose/HbA1c in 3-6 months
3. Lifestyle modifications: reduce sodium, DASH diet, exercise
4. Recheck BP in 2-4 weeks


Instruction: Based on the following patient record, assess the risk of Type 2 diabetes and hypertension. Provide risk levels (LOW, MODERATE, HIGH, or DIAGNOSED) with supporting factors, and clinical recommendations.

Input:
Patient: 82yo Male
Vitals: BP 86/69 mmHg, BMI 27.9, Weight 73.3 kg, HR 78 bpm
Labs: Total Cholesterol 221.7 mg/dL, HDL Cholesterol 41.3 mg/dL, Triglycerides 142.4 mg/dL
Medications: Simvastatin 20 MG Oral Tablet

Output:
## Risk Assessment

**Type 2 Diabetes: LOW**
- BMI 27.9 (overweight)
- Age 82 years (≥45 increases risk)

**Hypertension: LOW**
- Age 82 years (≥55 increases risk)

## Recommendations
1. Continue healthy lifestyle habits
2. Annual wellness visit and screening


Instruction: Based on the following patient record, assess the risk of Type 2 diabetes and hypertension. Provide risk levels (LOW, MODERATE, HIGH, or DIAGNOSED) with supporting factors, and clinical recommendations.

Input:
Patient: 43yo Female
Vitals: BP 122/78 mmHg, BMI 29.5, Weight 75.1 kg, HR 65 bpm
Labs: Glucose 78.5 mg/dL, HbA1c 6.2 %, Total Cholesterol 278.6 mg/dL, HDL Cholesterol 58.3 mg/dL, Triglycerides 111.2 mg/dL, Creatinine 1.1 mg/dL
Active conditions: Prediabetes

Output:
## Risk Assessment

**Type 2 Diabetes: MODERATE**
- HbA1c 6.2% (prediabetes range 5.7-6.4%)
- BMI 29.5 (overweight)
- History of prediabetes

**Hypertension: LOW**
- BP 122/78 mmHg (slightly elevated)

## Recommendations
1. Lifestyle counseling: diet modification, increase physical activity
2. Recheck glucose/HbA1c in 3-6 months


Instruction: Based on the following patient record, assess the risk of Type 2 diabetes and hypertension. Provide risk levels (LOW, MODERATE, HIGH, or DIAGNOSED) with supporting factors, and clinical recommendations.

Input:
Patient: 58yo Male
Vitals: BP 108/73 mmHg, BMI 30.1, Weight 97.6 kg, HR 95 bpm
Labs: Total Cholesterol 170.3 mg/dL, HDL Cholesterol 33.4 mg/dL, Triglycerides 104.7 mg/dL

Output:
## Risk Assessment

**Type 2 Diabetes: MODERATE**
- BMI 30.1 (obese)
- Age 58 years (≥45 increases risk)

**Hypertension: MODERATE**
- BMI 30.1 (obesity increases BP risk)
- Age 58 years (≥55 increases risk)

## Recommendations
1. Lifestyle counseling: diet modification, increase physical activity
2. Recheck glucose/HbA1c in 3-6 months
3. Lifestyle modifications: reduce sodium, DASH diet, exercise
4. Recheck BP in 2-4 weeks


Instruction: Based on the following patient record, assess the risk of Type 2 diabetes and hypertension. Provide risk levels (LOW, MODERATE, HIGH, or DIAGNOSED) with supporting factors, and clinical recommendations.

Input:
Patient: 94yo Female
Vitals: BP 86/56 mmHg, BMI 30.4, Weight 88.8 kg, HR 92 bpm
Labs: Glucose 72.8 mg/dL, Glucose (serum) 65.6 mg/dL, Total Cholesterol 182.4 mg/dL, HDL Cholesterol 35.2 mg/dL, Triglycerides 142.0 mg/dL, Creatinine 3.2 mg/dL
Active conditions: Essential Hypertension, Diabetic Kidney Disease
Medications: Simvastatin 20 MG Oral Tablet, Simvastatin 10 MG Oral Tablet, Hydrochlorothiazide 25 MG Oral Tablet, lisinopril 10 MG Oral Tablet, amLODIPine 2.5 MG Oral Tablet

Output:
## Risk Assessment

**Type 2 Diabetes: MODERATE**
- BMI 30.4 (obese)
- Age 94 years (≥45 increases risk)

**Hypertension: DIAGNOSED**
- Patient has diagnosed Hypertension

## Recommendations
1. Lifestyle counseling: diet modification, increase physical activity
2. Recheck glucose/HbA1c in 3-6 months
3. Assess cardiovascular risk (Framingham or ASCVD score)


Instruction: Based on the following patient record, assess the risk of Type 2 diabetes and hypertension. Provide risk levels (LOW, MODERATE, HIGH, or DIAGNOSED) with supporting factors, and clinical recommendations.

Input:
Patient: 27yo Male
Vitals: BP 115/85 mmHg, BMI 27.6, Weight 89.0 kg, HR 87 bpm

Output:
## Risk Assessment

**Type 2 Diabetes: LOW**
- BMI 27.6 (overweight)

**Hypertension: MODERATE**
- BP 115/85 mmHg (elevated)

## Recommendations
1. Lifestyle modifications: reduce sodium, DASH diet, exercise
2. Recheck BP in 2-4 weeks


Instruction: Based on the following patient record, assess the risk of Type 2 diabetes and hypertension. Provide risk levels (LOW, MODERATE, HIGH, or DIAGNOSED) with supporting factors, and clinical recommendations.

Input:
Patient: 26yo Female
Vitals: BP 129/70 mmHg, BMI 27.8, Weight 81.9 kg, HR 80 bpm

Output:
## Risk Assessment

**Type 2 Diabetes: LOW**
- BMI 27.8 (overweight)

**Hypertension: LOW**
- BP 129/70 mmHg (slightly elevated)

## Recommendations
1. Continue healthy lifestyle habits
2. Annual wellness visit and screening


Instruction: Based on the following patient record, assess the risk of Type 2 diabetes and hypertension. Provide risk levels (LOW, MODERATE, HIGH, or DIAGNOSED) with supporting factors, and clinical recommendations.

Input:
Patient: 39yo Female
Vitals: BP 99/83 mmHg, BMI 33.1, Weight 85.4 kg, HR 69 bpm
Labs: Glucose 70.9 mg/dL, HbA1c 6.2 %, Total Cholesterol 188.3 mg/dL, HDL Cholesterol 31.3 mg/dL, Triglycerides 116.3 mg/dL, Creatinine 1.3 mg/dL
Active conditions: Prediabetes

Output:
## Risk Assessment

**Type 2 Diabetes: MODERATE**
- HbA1c 6.2% (prediabetes range 5.7-6.4%)
- BMI 33.1 (obese)
- History of prediabetes

**Hypertension: MODERATE**
- BP 99/83 mmHg (elevated)
- BMI 33.1 (obesity increases BP risk)

## Recommendations
1. Lifestyle counseling: diet modification, increase physical activity
2. Recheck glucose/HbA1c in 3-6 months
3. Lifestyle modifications: reduce sodium, DASH diet, exercise
4. Recheck BP in 2-4 weeks


Instruction: Based on the following patient record, assess the risk of Type 2 diabetes and hypertension. Provide risk levels (LOW, MODERATE, HIGH, or DIAGNOSED) with supporting factors, and clinical recommendations.

Input:
Patient: 39yo Female
Vitals: BP 130/81 mmHg, BMI 29.2, Weight 70.0 kg, HR 79 bpm
Labs: Total Cholesterol 141.4 mg/dL, HDL Cholesterol 67.6 mg/dL, Triglycerides 109.3 mg/dL

Output:
## Risk Assessment

**Type 2 Diabetes: LOW**
- BMI 29.2 (overweight)

**Hypertension: MODERATE**
- BP 130/81 mmHg (elevated)

## Recommendations
1. Lifestyle modifications: reduce sodium, DASH diet, exercise
2. Recheck BP in 2-4 weeks


Instruction: Based on the following patient record, assess the risk of Type 2 diabetes and hypertension. Provide risk levels (LOW, MODERATE, HIGH, or DIAGNOSED) with supporting factors, and clinical recommendations.

Input:
Patient: 11yo Female
Vitals: BP 129/84 mmHg, BMI 24.8, Weight 53.3 kg, HR 68 bpm

Output:
## Risk Assessment

**Type 2 Diabetes: LOW**
- No significant risk factors identified

**Hypertension: MODERATE**
- BP 129/84 mmHg (elevated)

## Recommendations
1. Lifestyle modifications: reduce sodium, DASH diet, exercise
2. Recheck BP in 2-4 weeks


Instruction: Based on the following patient record, assess the risk of Type 2 diabetes and hypertension. Provide risk levels (LOW, MODERATE, HIGH, or DIAGNOSED) with supporting factors, and clinical recommendations.

Input:
Patient: 22yo Female
Vitals: BP 127/73 mmHg, BMI 30.7, Weight 75.0 kg, HR 98 bpm

Output:
## Risk Assessment

**Type 2 Diabetes: MODERATE**
- BMI 30.7 (obese)

**Hypertension: MODERATE**
- BP 127/73 mmHg (slightly elevated)
- BMI 30.7 (obesity increases BP risk)

## Recommendations
1. Lifestyle counseling: diet modification, increase physical activity
2. Recheck glucose/HbA1c in 3-6 months
3. Lifestyle modifications: reduce sodium, DASH diet, exercise
4. Recheck BP in 2-4 weeks


Instruction: Based on the following patient record, assess the risk of Type 2 diabetes and hypertension. Provide risk levels (LOW, MODERATE, HIGH, or DIAGNOSED) with supporting factors, and clinical recommendations.

Input:
Patient: 13yo Male
Vitals: BP 115/84 mmHg, BMI 23.2, Weight 62.3 kg, HR 97 bpm

Output:
## Risk Assessment

**Type 2 Diabetes: LOW**
- No significant risk factors identified

**Hypertension: MODERATE**
- BP 115/84 mmHg (elevated)

## Recommendations
1. Lifestyle modifications: reduce sodium, DASH diet, exercise
2. Recheck BP in 2-4 weeks


Instruction: Based on the following patient record, assess the risk of Type 2 diabetes and hypertension. Provide risk levels (LOW, MODERATE, HIGH, or DIAGNOSED) with supporting factors, and clinical recommendations.

Input:
Patient: 16yo Female
Vitals: BP 136/76 mmHg, BMI 19.7, Weight 45.4 kg, HR 79 bpm

Output:
## Risk Assessment

**Type 2 Diabetes: LOW**
- No significant risk factors identified

**Hypertension: MODERATE**
- BP 136/76 mmHg (elevated)

## Recommendations
1. Lifestyle modifications: reduce sodium, DASH diet, exercise
2. Recheck BP in 2-4 weeks


Instruction: Based on the following patient record, assess the risk of Type 2 diabetes and hypertension. Provide risk levels (LOW, MODERATE, HIGH, or DIAGNOSED) with supporting factors, and clinical recommendations.

Input:
Patient: 62yo Male
Vitals: BP 98/74 mmHg, BMI 27.8, Weight 74.0 kg, HR 92 bpm
Labs: Glucose 86.0 mg/dL, HbA1c 5.9 %, Total Cholesterol 176.4 mg/dL, HDL Cholesterol 28.1 mg/dL, Triglycerides 104.7 mg/dL, Creatinine 0.9 mg/dL
Active conditions: Prediabetes

Output:
## Risk Assessment

**Type 2 Diabetes: MODERATE**
- HbA1c 5.9% (prediabetes range 5.7-6.4%)
- BMI 27.8 (overweight)
- Age 62 years (≥45 increases risk)
- History of prediabetes

**Hypertension: LOW**
- Age 62 years (≥55 increases risk)

## Recommendations
1. Lifestyle counseling: diet modification, increase physical activity
2. Recheck glucose/HbA1c in 3-6 months


Instruction: Based on the following patient record, assess the risk of Type 2 diabetes and hypertension. Provide risk levels (LOW, MODERATE, HIGH, or DIAGNOSED) with supporting factors, and clinical recommendations.

Input:
Patient: 40yo Female
Vitals: BP 140/89 mmHg, BMI 28.3, Weight 73.2 kg, HR 69 bpm
Labs: Glucose 77.9 mg/dL, HbA1c 6.0 %, Total Cholesterol 147.3 mg/dL, HDL Cholesterol 56.7 mg/dL, Triglycerides 130.2 mg/dL, Creatinine 1.1 mg/dL
Active conditions: Prediabetes

Output:
## Risk Assessment

**Type 2 Diabetes: MODERATE**
- HbA1c 6.0% (prediabetes range 5.7-6.4%)
- BMI 28.3 (overweight)
- History of prediabetes

**Hypertension: HIGH**
- BP 140/89 mmHg (Stage 1+ hypertension)

## Recommendations
1. Lifestyle counseling: diet modification, increase physical activity
2. Recheck glucose/HbA1c in 3-6 months
3. Confirm elevated BP on 2 separate occasions
4. Consider initiating antihypertensive therapy
5. Order baseline labs: renal function, electrolytes, lipid panel
6. Assess cardiovascular risk (Framingham or ASCVD score)


Instruction: Based on the following patient record, assess the risk of Type 2 diabetes and hypertension. Provide risk levels (LOW, MODERATE, HIGH, or DIAGNOSED) with supporting factors, and clinical recommendations.

Input:
Patient: 50yo Male
Vitals: BP 126/85 mmHg, BMI 27.4, Weight 94.5 kg, HR 100 bpm
Labs: Glucose 109.6 mg/dL, HbA1c 6.9 %, Total Cholesterol 215.4 mg/dL, HDL Cholesterol 57.3 mg/dL, Triglycerides 188.1 mg/dL, Creatinine 1.3 mg/dL
Active conditions: Prediabetes, Type 2 Diabetes, Essential Hypertension
Medications: lisinopril 10 MG Oral Tablet

Output:
## Risk Assessment

**Type 2 Diabetes: DIAGNOSED**
- Patient has diagnosed Type 2 Diabetes

**Hypertension: DIAGNOSED**
- Patient has diagnosed Hypertension

## Recommendations
1. Assess cardiovascular risk (Framingham or ASCVD score)


Instruction: Based on the following patient record, assess the risk of Type 2 diabetes and hypertension. Provide risk levels (LOW, MODERATE, HIGH, or DIAGNOSED) with supporting factors, and clinical recommendations.

Input:
Patient: 35yo Female
Vitals: BP 133/85 mmHg, BMI 29.8, Weight 84.7 kg, HR 91 bpm
Labs: Total Cholesterol 184.4 mg/dL, HDL Cholesterol 55.2 mg/dL, Triglycerides 111.8 mg/dL

Output:
## Risk Assessment

**Type 2 Diabetes: LOW**
- BMI 29.8 (overweight)

**Hypertension: MODERATE**
- BP 133/85 mmHg (elevated)

## Recommendations
1. Lifestyle modifications: reduce sodium, DASH diet, exercise
2. Recheck BP in 2-4 weeks


Instruction: Based on the following patient record, assess the risk of Type 2 diabetes and hypertension. Provide risk levels (LOW, MODERATE, HIGH, or DIAGNOSED) with supporting factors, and clinical recommendations.

Input:
Patient: 58yo Female
Vitals: BP 122/89 mmHg, BMI 27.3, Weight 70.8 kg, HR 94 bpm
Labs: Glucose 67.5 mg/dL, HbA1c 6.1 %, Total Cholesterol 169.9 mg/dL, HDL Cholesterol 50.7 mg/dL, Triglycerides 108.2 mg/dL, Creatinine 0.7 mg/dL
Active conditions: Essential Hypertension, Prediabetes
Medications: Hydrochlorothiazide 25 MG Oral Tablet, lisinopril 10 MG Oral Tablet, amLODIPine 2.5 MG Oral Tablet

Output:
## Risk Assessment

**Type 2 Diabetes: MODERATE**
- HbA1c 6.1% (prediabetes range 5.7-6.4%)
- BMI 27.3 (overweight)
- Age 58 years (≥45 increases risk)
- History of prediabetes

**Hypertension: DIAGNOSED**
- Patient has diagnosed Hypertension

## Recommendations
1. Lifestyle counseling: diet modification, increase physical activity
2. Recheck glucose/HbA1c in 3-6 months
3. Assess cardiovascular risk (Framingham or ASCVD score)


Instruction: Based on the following patient record, assess the risk of Type 2 diabetes and hypertension. Provide risk levels (LOW, MODERATE, HIGH, or DIAGNOSED) with supporting factors, and clinical recommendations.

Input:
Patient: 56yo Female
Vitals: BP 104/64 mmHg, BMI 28.2, Weight 71.5 kg, HR 81 bpm
Labs: Glucose 90.9 mg/dL, Glucose (serum) 79.7 mg/dL, HbA1c 6.4 %, Total Cholesterol 159.0 mg/dL, HDL Cholesterol 63.6 mg/dL, Triglycerides 129.4 mg/dL, Creatinine 0.7 mg/dL
Active conditions: Prediabetes
Medications: Simvastatin 10 MG Oral Tablet, losartan potassium 50 MG Oral Tablet

Output:
## Risk Assessment

**Type 2 Diabetes: MODERATE**
- HbA1c 6.4% (prediabetes range 5.7-6.4%)
- BMI 28.2 (overweight)
- Age 56 years (≥45 increases risk)
- History of prediabetes

**Hypertension: LOW**
- Age 56 years (≥55 increases risk)

## Recommendations
1. Lifestyle counseling: diet modification, increase physical activity
2. Recheck glucose/HbA1c in 3-6 months


Instruction: Based on the following patient record, assess the risk of Type 2 diabetes and hypertension. Provide risk levels (LOW, MODERATE, HIGH, or DIAGNOSED) with supporting factors, and clinical recommendations.

Input:
Patient: 55yo Female
Vitals: BP 131/89 mmHg, BMI 27.5, Weight 71.7 kg, HR 69 bpm
Labs: Glucose 94.8 mg/dL, HbA1c 6.4 %, Total Cholesterol 150.3 mg/dL, HDL Cholesterol 54.7 mg/dL, Triglycerides 123.2 mg/dL, Creatinine 0.7 mg/dL
Active conditions: Prediabetes

Output:
## Risk Assessment

**Type 2 Diabetes: MODERATE**
- HbA1c 6.4% (prediabetes range 5.7-6.4%)
- BMI 27.5 (overweight)
- Age 55 years (≥45 increases risk)
- History of prediabetes

**Hypertension: MODERATE**
- BP 131/89 mmHg (elevated)
- Age 55 years (≥55 increases risk)

## Recommendations
1. Lifestyle counseling: diet modification, increase physical activity
2. Recheck glucose/HbA1c in 3-6 months
3. Lifestyle modifications: reduce sodium, DASH diet, exercise
4. Recheck BP in 2-4 weeks


Instruction: Based on the following patient record, assess the risk of Type 2 diabetes and hypertension. Provide risk levels (LOW, MODERATE, HIGH, or DIAGNOSED) with supporting factors, and clinical recommendations.

Input:
Patient: 25yo Male
Vitals: BP 135/82 mmHg, BMI 26.9, Weight 72.6 kg, HR 73 bpm
Labs: Glucose 78.1 mg/dL, HbA1c 6.3 %, Creatinine 1.2 mg/dL
Active conditions: Prediabetes

Output:
## Risk Assessment

**Type 2 Diabetes: MODERATE**
- HbA1c 6.3% (prediabetes range 5.7-6.4%)
- BMI 26.9 (overweight)
- History of prediabetes

**Hypertension: MODERATE**
- BP 135/82 mmHg (elevated)

## Recommendations
1. Lifestyle counseling: diet modification, increase physical activity
2. Recheck glucose/HbA1c in 3-6 months
3. Lifestyle modifications: reduce sodium, DASH diet, exercise
4. Recheck BP in 2-4 weeks


Instruction: Based on the following patient record, assess the risk of Type 2 diabetes and hypertension. Provide risk levels (LOW, MODERATE, HIGH, or DIAGNOSED) with supporting factors, and clinical recommendations.

Input:
Patient: 2yo Female
Vitals: BP 109/70 mmHg, BMI 17.7, Weight 12.8 kg, HR 86 bpm

Output:
## Risk Assessment

**Type 2 Diabetes: LOW**
- No significant risk factors identified

**Hypertension: LOW**
- No significant risk factors identified

## Recommendations
1. Continue healthy lifestyle habits
2. Annual wellness visit and screening


Instruction: Based on the following patient record, assess the risk of Type 2 diabetes and hypertension. Provide risk levels (LOW, MODERATE, HIGH, or DIAGNOSED) with supporting factors, and clinical recommendations.

Input:
Patient: 36yo Male
Vitals: BP 110/79 mmHg, BMI 29.6, Weight 94.8 kg, HR 62 bpm
Labs: Total Cholesterol 194.4 mg/dL, HDL Cholesterol 49.4 mg/dL, Triglycerides 144.9 mg/dL

Output:
## Risk Assessment

**Type 2 Diabetes: LOW**
- BMI 29.6 (overweight)

**Hypertension: LOW**
- No significant risk factors identified

## Recommendations
1. Continue healthy lifestyle habits
2. Annual wellness visit and screening


Instruction: Based on the following patient record, assess the risk of Type 2 diabetes and hypertension. Provide risk levels (LOW, MODERATE, HIGH, or DIAGNOSED) with supporting factors, and clinical recommendations.

Input:
Patient: 63yo Female
Vitals: BP 110/79 mmHg, BMI 27.6, Weight 67.1 kg, HR 75 bpm
Labs: Glucose 112.4 mg/dL, Glucose (serum) 121.5 mg/dL, HbA1c 3.9 %, Total Cholesterol 226.6 mg/dL, HDL Cholesterol 59.0 mg/dL, Triglycerides 158.5 mg/dL, Creatinine 1.8 mg/dL
Active conditions: Prediabetes, Essential Hypertension, Diabetic Kidney Disease, Type 2 Diabetes
Medications: insulin isophane  human 70 UNT/ML / insulin  regular  human 30 UNT/ML Injectable Suspension [Humulin], Hydrochlorothiazide 25 MG Oral Tablet, lisinopril 10 MG Oral Tablet, Simvastatin 10 MG Oral Tablet

Output:
## Risk Assessment

**Type 2 Diabetes: DIAGNOSED**
- Patient has diagnosed Type 2 Diabetes

**Hypertension: DIAGNOSED**
- Patient has diagnosed Hypertension

## Recommendations
1. Assess cardiovascular risk (Framingham or ASCVD score)


Instruction: Based on the following patient record, assess the risk of Type 2 diabetes and hypertension. Provide risk levels (LOW, MODERATE, HIGH, or DIAGNOSED) with supporting factors, and clinical recommendations.

Input:
Patient: 90yo Male
Vitals: BP 106/63 mmHg, BMI 27.6, Weight 101.2 kg, HR 84 bpm
Labs: Glucose 88.4 mg/dL, Total Cholesterol 207.4 mg/dL, HDL Cholesterol 32.2 mg/dL, Triglycerides 163.6 mg/dL, Creatinine 3.1 mg/dL
Medications: Simvastatin 20 MG Oral Tablet, Simvastatin 10 MG Oral Tablet

Output:
## Risk Assessment

**Type 2 Diabetes: LOW**
- BMI 27.6 (overweight)
- Age 90 years (≥45 increases risk)

**Hypertension: LOW**
- Age 90 years (≥55 increases risk)

## Recommendations
1. Continue healthy lifestyle habits
2. Annual wellness visit and screening


Instruction: Based on the following patient record, assess the risk of Type 2 diabetes and hypertension. Provide risk levels (LOW, MODERATE, HIGH, or DIAGNOSED) with supporting factors, and clinical recommendations.

Input:
Patient: 30yo Female
Vitals: BP 95/68 mmHg, BMI 29.8, Weight 75.2 kg, HR 85 bpm

Output:
## Risk Assessment

**Type 2 Diabetes: LOW**
- BMI 29.8 (overweight)

**Hypertension: LOW**
- No significant risk factors identified

## Recommendations
1. Continue healthy lifestyle habits
2. Annual wellness visit and screening


Instruction: Based on the following patient record, assess the risk of Type 2 diabetes and hypertension. Provide risk levels (LOW, MODERATE, HIGH, or DIAGNOSED) with supporting factors, and clinical recommendations.

Input:
Patient: 51yo Female
Vitals: BP 109/69 mmHg, BMI 28.9, Weight 79.1 kg, HR 77 bpm
Labs: Total Cholesterol 175.6 mg/dL, HDL Cholesterol 58.9 mg/dL, Triglycerides 124.4 mg/dL

Output:
## Risk Assessment

**Type 2 Diabetes: LOW**
- BMI 28.9 (overweight)
- Age 51 years (≥45 increases risk)

**Hypertension: LOW**
- No significant risk factors identified

## Recommendations
1. Continue healthy lifestyle habits
2. Annual wellness visit and screening


Instruction: Based on the following patient record, assess the risk of Type 2 diabetes and hypertension. Provide risk levels (LOW, MODERATE, HIGH, or DIAGNOSED) with supporting factors, and clinical recommendations.

Input:
Patient: 40yo Female
Vitals: BP 114/85 mmHg, BMI 30.1, Weight 88.7 kg, HR 79 bpm
Labs: Total Cholesterol 202.9 mg/dL, HDL Cholesterol 56.7 mg/dL, Triglycerides 134.9 mg/dL

Output:
## Risk Assessment

**Type 2 Diabetes: MODERATE**
- BMI 30.1 (obese)

**Hypertension: MODERATE**
- BP 114/85 mmHg (elevated)
- BMI 30.1 (obesity increases BP risk)

## Recommendations
1. Lifestyle counseling: diet modification, increase physical activity
2. Recheck glucose/HbA1c in 3-6 months
3. Lifestyle modifications: reduce sodium, DASH diet, exercise
4. Recheck BP in 2-4 weeks


Instruction: Based on the following patient record, assess the risk of Type 2 diabetes and hypertension. Provide risk levels (LOW, MODERATE, HIGH, or DIAGNOSED) with supporting factors, and clinical recommendations.

Input:
Patient: 16yo Male
Vitals: BP 93/86 mmHg, BMI 18.0, Weight 50.9 kg, HR 64 bpm

Output:
## Risk Assessment

**Type 2 Diabetes: LOW**
- No significant risk factors identified

**Hypertension: MODERATE**
- BP 93/86 mmHg (elevated)

## Recommendations
1. Lifestyle modifications: reduce sodium, DASH diet, exercise
2. Recheck BP in 2-4 weeks


Instruction: Based on the following patient record, assess the risk of Type 2 diabetes and hypertension. Provide risk levels (LOW, MODERATE, HIGH, or DIAGNOSED) with supporting factors, and clinical recommendations.

Input:
Patient: 44yo Male
Vitals: BP 109/88 mmHg, BMI 28.6, Weight 88.0 kg, HR 75 bpm
Labs: Glucose 96.0 mg/dL, HbA1c 5.9 %, Total Cholesterol 151.2 mg/dL, HDL Cholesterol 30.7 mg/dL, Triglycerides 118.4 mg/dL, Creatinine 1.3 mg/dL
Active conditions: Prediabetes

Output:
## Risk Assessment

**Type 2 Diabetes: MODERATE**
- HbA1c 5.9% (prediabetes range 5.7-6.4%)
- BMI 28.6 (overweight)
- History of prediabetes

**Hypertension: MODERATE**
- BP 109/88 mmHg (elevated)

## Recommendations
1. Lifestyle counseling: diet modification, increase physical activity
2. Recheck glucose/HbA1c in 3-6 months
3. Lifestyle modifications: reduce sodium, DASH diet, exercise
4. Recheck BP in 2-4 weeks