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: 12yo Female
Vitals: BP 123/78 mmHg, BMI 23.6, Weight 50.7 kg, HR 79 bpm

Output:
## Risk Assessment

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

**Hypertension: LOW**
- BP 123/78 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: 76yo Female
Vitals: BP 86/69 mmHg, BMI 27.6, Weight 75.9 kg, HR 62 bpm
Labs: Total Cholesterol 156.3 mg/dL, HDL Cholesterol 55.9 mg/dL, Triglycerides 113.7 mg/dL
Medications: Simvastatin 20 MG Oral Tablet

Output:
## Risk Assessment

**Type 2 Diabetes: LOW**
- BMI 27.6 (overweight)
- Age 76 years (≥45 increases risk)

**Hypertension: LOW**
- Age 76 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: 24yo Female
Vitals: BP 109/72 mmHg, BMI 23.6, Weight 60.9 kg, HR 64 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: 35yo Male
Vitals: BP 105/77 mmHg, BMI 27.5, Weight 85.1 kg, HR 75 bpm
Labs: Glucose 84.0 mg/dL, HbA1c 6.1 %, Total Cholesterol 139.4 mg/dL, HDL Cholesterol 52.6 mg/dL, Triglycerides 107.0 mg/dL, 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 27.5 (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: 1yo Male
Vitals: BP 125/76 mmHg, Weight 11.0 kg, HR 60 bpm

Output:
## Risk Assessment

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

**Hypertension: LOW**
- BP 125/76 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: 50yo Male
Vitals: BP 120/78 mmHg, BMI 30.6, Weight 96.4 kg, HR 81 bpm
Labs: Total Cholesterol 200.8 mg/dL, HDL Cholesterol 52.5 mg/dL, Triglycerides 100.5 mg/dL
Active conditions: Essential Hypertension
Medications: Hydrochlorothiazide 25 MG Oral Tablet, lisinopril 10 MG Oral Tablet, amLODIPine 2.5 MG Oral Tablet

Output:
## Risk Assessment

**Type 2 Diabetes: MODERATE**
- BMI 30.6 (obese)
- Age 50 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: 11yo Female
Vitals: BP 112/74 mmHg, BMI 24.1, Weight 46.7 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: 28yo Male
Vitals: BP 111/76 mmHg, BMI 27.1, Weight 87.5 kg, HR 61 bpm

Output:
## Risk Assessment

**Type 2 Diabetes: LOW**
- BMI 27.1 (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: 29yo Female
Vitals: BP 112/85 mmHg, BMI 25.7, Weight 67.4 kg, HR 61 bpm
Labs: Glucose 98.1 mg/dL, HbA1c 6.0 %, Creatinine 1.3 mg/dL
Active conditions: Prediabetes

Output:
## Risk Assessment

**Type 2 Diabetes: MODERATE**
- HbA1c 6.0% (prediabetes range 5.7-6.4%)
- BMI 25.7 (overweight)
- History of prediabetes

**Hypertension: MODERATE**
- BP 112/85 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: 54yo Female
Vitals: BP 115/66 mmHg, BMI 28.0, Weight 74.7 kg, HR 95 bpm
Labs: Glucose 79.5 mg/dL, Total Cholesterol 151.3 mg/dL, HDL Cholesterol 73.6 mg/dL, Triglycerides 133.1 mg/dL, Creatinine 2.7 mg/dL
Medications: Simvastatin 10 MG Oral Tablet

Output:
## Risk Assessment

**Type 2 Diabetes: LOW**
- BMI 28.0 (overweight)
- Age 54 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: 16yo Male
Vitals: BP 115/75 mmHg, BMI 20.5, Weight 58.2 kg, HR 68 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 Male
Vitals: BP 141/104 mmHg, BMI 29.1, Weight 86.2 kg, HR 98 bpm
Labs: Glucose (serum) 91.0 mg/dL, Total Cholesterol 166.9 mg/dL, HDL Cholesterol 51.7 mg/dL, Triglycerides 115.2 mg/dL
Active conditions: Essential Hypertension
Medications: amLODIPine 2.5 MG Oral Tablet

Output:
## Risk Assessment

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

**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: 39yo Female
Vitals: BP 137/84 mmHg, BMI 28.0, Weight 75.7 kg, HR 90 bpm
Labs: Total Cholesterol 192.4 mg/dL, HDL Cholesterol 49.3 mg/dL, Triglycerides 112.1 mg/dL

Output:
## Risk Assessment

**Type 2 Diabetes: LOW**
- BMI 28.0 (overweight)

**Hypertension: MODERATE**
- BP 137/84 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: 52yo Male
Vitals: BP 111/68 mmHg, BMI 27.8, Weight 103.7 kg, HR 80 bpm
Labs: Total Cholesterol 236.6 mg/dL, HDL Cholesterol 57.6 mg/dL, Triglycerides 108.3 mg/dL
Active conditions: Essential Hypertension
Medications: Hydrochlorothiazide 25 MG Oral Tablet, amLODIPine 2.5 MG Oral Tablet

Output:
## Risk Assessment

**Type 2 Diabetes: LOW**
- BMI 27.8 (overweight)
- Age 52 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: 16yo Female
Vitals: BP 94/70 mmHg, BMI 20.3, Weight 58.7 kg, HR 69 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: 26yo Male
Vitals: BP 115/84 mmHg, BMI 31.8, Weight 94.2 kg, HR 90 bpm

Output:
## Risk Assessment

**Type 2 Diabetes: MODERATE**
- BMI 31.8 (obese)

**Hypertension: MODERATE**
- BP 115/84 mmHg (elevated)
- BMI 31.8 (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: 11yo Female
Vitals: BP 127/80 mmHg, BMI 21.0, Weight 42.2 kg, HR 83 bpm

Output:
## Risk Assessment

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

**Hypertension: MODERATE**
- BP 127/80 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: 52yo Male
Vitals: BP 120/91 mmHg, BMI 28.0, Weight 93.0 kg, HR 80 bpm
Labs: Glucose 97.8 mg/dL, HbA1c 6.4 %, Total Cholesterol 177.7 mg/dL, HDL Cholesterol 52.9 mg/dL, Triglycerides 118.0 mg/dL, Creatinine 1.1 mg/dL
Active conditions: Prediabetes

Output:
## Risk Assessment

**Type 2 Diabetes: MODERATE**
- HbA1c 6.4% (prediabetes range 5.7-6.4%)
- BMI 28.0 (overweight)
- Age 52 years (≥45 increases risk)
- History of prediabetes

**Hypertension: HIGH**
- BP 120/91 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: 14yo Female
Vitals: BP 108/82 mmHg, BMI 27.9, Weight 71.2 kg, HR 71 bpm

Output:
## Risk Assessment

**Type 2 Diabetes: LOW**
- BMI 27.9 (overweight)

**Hypertension: MODERATE**
- BP 108/82 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: 65yo Male
Vitals: BP 122/86 mmHg, BMI 27.7, Weight 92.0 kg, HR 79 bpm
Labs: Glucose 91.3 mg/dL, Glucose (serum) 91.2 mg/dL, Total Cholesterol 141.3 mg/dL, HDL Cholesterol 58.0 mg/dL, Triglycerides 145.1 mg/dL, Creatinine 3.4 mg/dL
Active conditions: Essential Hypertension, Diabetic Kidney Disease
Medications: Hydrochlorothiazide 25 MG Oral Tablet

Output:
## Risk Assessment

**Type 2 Diabetes: LOW**
- BMI 27.7 (overweight)
- Age 65 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: 19yo Female
Vitals: BP 115/75 mmHg, BMI 31.1, Weight 81.6 kg, HR 97 bpm

Output:
## Risk Assessment

**Type 2 Diabetes: MODERATE**
- BMI 31.1 (obese)

**Hypertension: MODERATE**
- BMI 31.1 (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: 79yo Female
Vitals: BP 99/60 mmHg, BMI 28.1, Weight 76.8 kg, HR 93 bpm
Labs: Glucose 98.3 mg/dL, HbA1c 6.3 %, Total Cholesterol 200.1 mg/dL, HDL Cholesterol 58.8 mg/dL, Triglycerides 147.6 mg/dL, Creatinine 0.6 mg/dL
Active conditions: Prediabetes
Medications: Simvastatin 20 MG Oral Tablet

Output:
## Risk Assessment

**Type 2 Diabetes: MODERATE**
- HbA1c 6.3% (prediabetes range 5.7-6.4%)
- BMI 28.1 (overweight)
- Age 79 years (≥45 increases risk)
- History of prediabetes

**Hypertension: LOW**
- Age 79 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: 6yo Female
Vitals: BP 123/86 mmHg, BMI 15.7, Weight 22.3 kg, HR 95 bpm

Output:
## Risk Assessment

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

**Hypertension: MODERATE**
- BP 123/86 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: 29yo Female
Vitals: BP 105/84 mmHg, BMI 34.1, Weight 91.2 kg, HR 87 bpm

Output:
## Risk Assessment

**Type 2 Diabetes: MODERATE**
- BMI 34.1 (obese)

**Hypertension: MODERATE**
- BP 105/84 mmHg (elevated)
- BMI 34.1 (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: 49yo Female
Vitals: BP 103/74 mmHg, BMI 27.8, Weight 78.4 kg, HR 95 bpm
Labs: Glucose 91.9 mg/dL, HbA1c 6.0 %, Total Cholesterol 166.0 mg/dL, HDL Cholesterol 52.5 mg/dL, Triglycerides 114.4 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 27.8 (overweight)
- Age 49 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: 18yo Female
Vitals: BP 94/72 mmHg, BMI 17.2, Weight 44.8 kg, HR 94 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: 49yo Male
Vitals: BP 120/83 mmHg, BMI 27.8, Weight 82.7 kg, HR 84 bpm
Labs: Glucose 80.7 mg/dL, HbA1c 6.0 %, Total Cholesterol 142.7 mg/dL, HDL Cholesterol 27.5 mg/dL, Triglycerides 103.3 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 27.8 (overweight)
- Age 49 years (≥45 increases risk)
- History of prediabetes

**Hypertension: MODERATE**
- BP 120/83 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: 64yo Male
Vitals: BP 114/72 mmHg, BMI 30.5, Weight 94.3 kg, HR 68 bpm
Labs: Glucose (serum) 70.8 mg/dL, HbA1c 5.0 %, Total Cholesterol 190.1 mg/dL, HDL Cholesterol 51.1 mg/dL, Triglycerides 135.2 mg/dL
Active conditions: Essential Hypertension, Diabetic Kidney Disease
Medications: Simvastatin 20 MG Oral Tablet, lisinopril 10 MG Oral Tablet

Output:
## Risk Assessment

**Type 2 Diabetes: MODERATE**
- BMI 30.5 (obese)
- Age 64 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 139/93 mmHg, BMI 23.0, Weight 74.4 kg, HR 65 bpm

Output:
## Risk Assessment

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

**Hypertension: HIGH**
- BP 139/93 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: 45yo Female
Vitals: BP 135/79 mmHg, BMI 27.7, Weight 73.4 kg, HR 98 bpm
Labs: Glucose 123.4 mg/dL, Glucose (serum) 123.4 mg/dL, HbA1c 3.9 %, Total Cholesterol 216.3 mg/dL, HDL Cholesterol 54.5 mg/dL, Triglycerides 163.1 mg/dL, Creatinine 4.0 mg/dL
Active conditions: Type 2 Diabetes, Diabetic Kidney Disease, Essential Hypertension
Medications: Simvastatin 10 MG Oral Tablet, 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

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 Male
Vitals: BP 115/77 mmHg, BMI 29.7, Weight 100.0 kg, HR 82 bpm
Labs: Glucose 77.6 mg/dL, HbA1c 6.2 %, Total Cholesterol 170.8 mg/dL, HDL Cholesterol 55.8 mg/dL, Triglycerides 141.7 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 29.7 (overweight)
- Age 67 years (≥45 increases risk)
- History of prediabetes

**Hypertension: LOW**
- Age 67 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: 70yo Female
Vitals: BP 98/75 mmHg, BMI 27.5, Weight 70.6 kg, HR 68 bpm
Labs: Glucose 98.4 mg/dL, HbA1c 6.2 %, Total Cholesterol 127.2 mg/dL, HDL Cholesterol 51.7 mg/dL, Triglycerides 101.9 mg/dL, Creatinine 0.6 mg/dL
Active conditions: Prediabetes

Output:
## Risk Assessment

**Type 2 Diabetes: MODERATE**
- HbA1c 6.2% (prediabetes range 5.7-6.4%)
- BMI 27.5 (overweight)
- Age 70 years (≥45 increases risk)
- History of prediabetes

**Hypertension: LOW**
- Age 70 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: 36yo Male
Vitals: BP 96/82 mmHg, BMI 29.9, Weight 94.6 kg, HR 75 bpm
Labs: Total Cholesterol 151.8 mg/dL, HDL Cholesterol 31.3 mg/dL, Triglycerides 125.5 mg/dL

Output:
## Risk Assessment

**Type 2 Diabetes: LOW**
- BMI 29.9 (overweight)

**Hypertension: MODERATE**
- BP 96/82 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: 67yo Male
Vitals: BP 121/74 mmHg, BMI 27.8, Weight 91.6 kg, HR 66 bpm
Labs: Glucose 94.9 mg/dL, Glucose (serum) 85.7 mg/dL, HbA1c 6.0 %, Total Cholesterol 293.1 mg/dL, HDL Cholesterol 62.8 mg/dL, Triglycerides 101.8 mg/dL, Creatinine 0.9 mg/dL
Active conditions: Prediabetes, Essential Hypertension
Medications: pravastatin sodium 40 MG Oral Tablet, lisinopril 5 MG Oral Tablet, Simvastatin 20 MG Oral Tablet, amLODIPine 2.5 MG Oral Tablet

Output:
## Risk Assessment

**Type 2 Diabetes: MODERATE**
- HbA1c 6.0% (prediabetes range 5.7-6.4%)
- BMI 27.8 (overweight)
- 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: 32yo Male
Vitals: BP 114/77 mmHg, BMI 28.9, Weight 104.4 kg, HR 62 bpm
Labs: Total Cholesterol 198.8 mg/dL, HDL Cholesterol 50.9 mg/dL, Triglycerides 128.4 mg/dL

Output:
## Risk Assessment

**Type 2 Diabetes: LOW**
- BMI 28.9 (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: 52yo Female
Vitals: BP 89/85 mmHg, BMI 28.0, Weight 71.9 kg, HR 60 bpm
Labs: Glucose 72.8 mg/dL, HbA1c 6.1 %, Total Cholesterol 136.7 mg/dL, HDL Cholesterol 49.5 mg/dL, Triglycerides 123.1 mg/dL, Creatinine 0.8 mg/dL
Active conditions: Prediabetes

Output:
## Risk Assessment

**Type 2 Diabetes: MODERATE**
- HbA1c 6.1% (prediabetes range 5.7-6.4%)
- BMI 28.0 (overweight)
- Age 52 years (≥45 increases risk)
- History of prediabetes

**Hypertension: MODERATE**
- BP 89/85 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 113/70 mmHg, BMI 28.0, Weight 88.0 kg, HR 76 bpm
Labs: Total Cholesterol 206.0 mg/dL, HDL Cholesterol 28.4 mg/dL, Triglycerides 104.7 mg/dL
Medications: Simvastatin 20 MG Oral Tablet

Output:
## Risk Assessment

**Type 2 Diabetes: LOW**
- BMI 28.0 (overweight)
- Age 53 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: 59yo Male
Vitals: BP 138/85 mmHg, BMI 27.4, Weight 82.0 kg, HR 61 bpm
Labs: Glucose 97.2 mg/dL, HbA1c 6.3 %, Total Cholesterol 158.1 mg/dL, HDL Cholesterol 58.9 mg/dL, Triglycerides 132.8 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 6.3% (prediabetes range 5.7-6.4%)
- BMI 27.4 (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: 73yo Male
Vitals: BP 77/61 mmHg, BMI 30.2, Weight 98.3 kg, HR 61 bpm
Labs: Glucose 98.4 mg/dL, Glucose (serum) 98.4 mg/dL, HbA1c 6.1 %, Total Cholesterol 225.0 mg/dL, HDL Cholesterol 54.6 mg/dL, Triglycerides 112.8 mg/dL, Creatinine 1.4 mg/dL
Active conditions: Prediabetes, Type 2 Diabetes, Diabetic Kidney Disease
Medications: Simvastatin 20 MG Oral Tablet, atorvastatin 80 MG Oral Tablet, lisinopril 5 MG Oral Tablet, 24 HR Metformin hydrochloride 500 MG Extended Release Oral Tablet, insulin isophane  human 70 UNT/ML / insulin  regular  human 30 UNT/ML Injectable Suspension [Humulin]

Output:
## Risk Assessment

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

**Hypertension: MODERATE**
- BMI 30.2 (obesity increases BP risk)
- Age 73 years (≥55 increases risk)

## Recommendations
1. Lifestyle modifications: reduce sodium, DASH diet, exercise
2. Recheck BP in 2-4 weeks
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: 61yo Female
Vitals: BP 124/75 mmHg, BMI 27.6, Weight 72.1 kg, HR 82 bpm
Labs: Glucose 85.7 mg/dL, Glucose (serum) 65.9 mg/dL, HbA1c 2.9 %, Total Cholesterol 198.6 mg/dL, HDL Cholesterol 30.1 mg/dL, Triglycerides 189.8 mg/dL, Creatinine 3.2 mg/dL
Active conditions: Essential Hypertension, Diabetic Kidney Disease, Prediabetes
Medications: atorvastatin 20 MG Oral Tablet, lisinopril 20 MG Oral Tablet, insulin isophane  human 70 UNT/ML / insulin  regular  human 30 UNT/ML Injectable Suspension [Humulin], lisinopril 10 MG Oral Tablet, Simvastatin 10 MG Oral Tablet

Output:
## Risk Assessment

**Type 2 Diabetes: MODERATE**
- BMI 27.6 (overweight)
- Age 61 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: 53yo Male
Vitals: BP 118/91 mmHg, BMI 31.0, Weight 96.9 kg, HR 76 bpm
Labs: Glucose 82.2 mg/dL, HbA1c 6.1 %, Total Cholesterol 150.6 mg/dL, HDL Cholesterol 47.9 mg/dL, Triglycerides 126.5 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 31.0 (obese)
- Age 53 years (≥45 increases risk)
- History of prediabetes

**Hypertension: HIGH**
- BP 118/91 mmHg (Stage 1+ hypertension)
- BMI 31.0 (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: 20yo Male
Vitals: BP 123/77 mmHg, BMI 20.7, Weight 59.9 kg, HR 84 bpm

Output:
## Risk Assessment

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

**Hypertension: LOW**
- BP 123/77 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: 21yo Male
Vitals: BP 118/90 mmHg, BMI 23.0, Weight 72.4 kg, HR 88 bpm

Output:
## Risk Assessment

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

**Hypertension: HIGH**
- BP 118/90 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: 73yo Female
Vitals: BP 109/69 mmHg, BMI 27.3, Weight 67.0 kg, HR 92 bpm
Labs: Glucose 85.9 mg/dL, Glucose (serum) 75.1 mg/dL, HbA1c 5.1 %, Total Cholesterol 167.9 mg/dL, HDL Cholesterol 48.4 mg/dL, Triglycerides 149.0 mg/dL, Creatinine 2.9 mg/dL
Medications: Simvastatin 20 MG Oral Tablet, Simvastatin 10 MG Oral Tablet

Output:
## Risk Assessment

**Type 2 Diabetes: LOW**
- BMI 27.3 (overweight)
- Age 73 years (≥45 increases risk)

**Hypertension: LOW**
- Age 73 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: 3yo Male
Vitals: BP 126/71 mmHg, BMI 15.0, Weight 12.6 kg, HR 70 bpm

Output:
## Risk Assessment

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

**Hypertension: LOW**
- BP 126/71 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: 5yo Male
Vitals: BP 109/64 mmHg, BMI 15.5, Weight 17.6 kg, HR 83 bpm
Labs: Glucose 108.3 mg/dL, HbA1c 6.6 %, Total Cholesterol 223.3 mg/dL, HDL Cholesterol 54.2 mg/dL, Triglycerides 166.5 mg/dL, Creatinine 0.3 mg/dL
Active conditions: Type 2 Diabetes

Output:
## Risk Assessment

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

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

## 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: 37yo Female
Vitals: BP 136/93 mmHg, BMI 28.6, Weight 76.5 kg, HR 86 bpm
Labs: Total Cholesterol 177.7 mg/dL, HDL Cholesterol 54.2 mg/dL, Triglycerides 123.9 mg/dL

Output:
## Risk Assessment

**Type 2 Diabetes: LOW**
- BMI 28.6 (overweight)

**Hypertension: HIGH**
- BP 136/93 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: 23yo Female
Vitals: BP 140/80 mmHg, BMI 22.5, Weight 62.9 kg, HR 87 bpm
Labs: Glucose 88.1 mg/dL, HbA1c 6.2 %, Creatinine 1.1 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: HIGH**
- BP 140/80 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: 11yo Male
Vitals: BP 130/68 mmHg, BMI 15.6, Weight 33.2 kg, HR 68 bpm

Output:
## Risk Assessment

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

**Hypertension: MODERATE**
- BP 130/68 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: 82yo Female
Vitals: BP 103/68 mmHg, BMI 28.0, Weight 67.9 kg, HR 96 bpm
Labs: Total Cholesterol 155.5 mg/dL, HDL Cholesterol 48.9 mg/dL, Triglycerides 101.7 mg/dL
Medications: Simvastatin 20 MG Oral Tablet

Output:
## Risk Assessment

**Type 2 Diabetes: LOW**
- BMI 28.0 (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: 28yo Male
Vitals: BP 141/92 mmHg, BMI 27.7, Weight 66.1 kg, HR 74 bpm
Labs: Glucose 90.6 mg/dL, HbA1c 5.9 %, 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 27.7 (overweight)
- History of prediabetes

**Hypertension: HIGH**
- BP 141/92 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: 6yo Male
Vitals: BP 116/89 mmHg, BMI 14.2, Weight 22.4 kg, HR 72 bpm

Output:
## Risk Assessment

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

**Hypertension: MODERATE**
- BP 116/89 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: 43yo Male
Vitals: BP 113/84 mmHg, BMI 29.3, Weight 95.7 kg, HR 64 bpm
Labs: Glucose (serum) 87.7 mg/dL, Total Cholesterol 197.6 mg/dL, HDL Cholesterol 51.5 mg/dL, Triglycerides 124.0 mg/dL
Active conditions: Essential Hypertension, Diabetic Kidney Disease
Medications: lisinopril 10 MG Oral Tablet

Output:
## Risk Assessment

**Type 2 Diabetes: LOW**
- BMI 29.3 (overweight)

**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: 37yo Female
Vitals: BP 118/84 mmHg, BMI 30.4, Weight 74.0 kg, HR 62 bpm
Labs: Total Cholesterol 194.8 mg/dL, HDL Cholesterol 56.3 mg/dL, Triglycerides 106.0 mg/dL
Active conditions: Essential Hypertension
Medications: lisinopril 10 MG Oral Tablet

Output:
## Risk Assessment

**Type 2 Diabetes: MODERATE**
- BMI 30.4 (obese)

**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: 69yo Male
Vitals: BP 117/69 mmHg, BMI 29.2, Weight 77.7 kg, HR 76 bpm
Labs: Glucose 72.2 mg/dL, Total Cholesterol 209.7 mg/dL, HDL Cholesterol 37.5 mg/dL, Triglycerides 113.7 mg/dL, Creatinine 3.3 mg/dL
Medications: Simvastatin 20 MG Oral Tablet, Simvastatin 10 MG Oral Tablet

Output:
## Risk Assessment

**Type 2 Diabetes: LOW**
- BMI 29.2 (overweight)
- Age 69 years (≥45 increases risk)

**Hypertension: LOW**
- Age 69 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: 5yo Male
Vitals: BP 141/94 mmHg, BMI 20.4, Weight 23.3 kg, HR 94 bpm

Output:
## Risk Assessment

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

**Hypertension: HIGH**
- BP 141/94 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: 59yo Male
Vitals: BP 118/85 mmHg, BMI 27.4, Weight 80.5 kg, HR 69 bpm
Labs: Glucose 90.8 mg/dL, HbA1c 6.1 %, Total Cholesterol 142.2 mg/dL, HDL Cholesterol 49.8 mg/dL, Triglycerides 125.0 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 27.4 (overweight)
- Age 59 years (≥45 increases risk)
- History of prediabetes

**Hypertension: MODERATE**
- BP 118/85 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: 55yo Male
Vitals: BP 117/89 mmHg, BMI 30.2, Weight 97.9 kg, HR 97 bpm
Labs: Total Cholesterol 192.8 mg/dL, HDL Cholesterol 57.9 mg/dL, Triglycerides 107.2 mg/dL

Output:
## Risk Assessment

**Type 2 Diabetes: MODERATE**
- BMI 30.2 (obese)
- Age 55 years (≥45 increases risk)

**Hypertension: MODERATE**
- BP 117/89 mmHg (elevated)
- BMI 30.2 (obesity increases BP risk)
- 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: 49yo Female
Vitals: BP 136/71 mmHg, BMI 29.8, Weight 78.7 kg, HR 62 bpm
Labs: Glucose 76.4 mg/dL, HbA1c 6.4 %, Total Cholesterol 188.9 mg/dL, HDL Cholesterol 44.2 mg/dL, Triglycerides 139.8 mg/dL, Creatinine 1.3 mg/dL
Active conditions: Prediabetes

Output:
## Risk Assessment

**Type 2 Diabetes: MODERATE**
- HbA1c 6.4% (prediabetes range 5.7-6.4%)
- BMI 29.8 (overweight)
- Age 49 years (≥45 increases risk)
- History of prediabetes

**Hypertension: MODERATE**
- BP 136/71 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: 48yo Male
Vitals: BP 115/76 mmHg, BMI 22.4, Weight 65.6 kg, HR 89 bpm
Labs: Glucose 93.3 mg/dL, HbA1c 6.2 %, Total Cholesterol 234.2 mg/dL, HDL Cholesterol 54.3 mg/dL, Triglycerides 142.2 mg/dL, Creatinine 0.9 mg/dL
Active conditions: Prediabetes

Output:
## Risk Assessment

**Type 2 Diabetes: MODERATE**
- HbA1c 6.2% (prediabetes range 5.7-6.4%)
- Age 48 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: 27yo Female
Vitals: BP 93/78 mmHg, BMI 27.2, Weight 75.6 kg, HR 73 bpm
Labs: Glucose 82.3 mg/dL, HbA1c 6.1 %, Creatinine 1.0 mg/dL
Active conditions: Prediabetes

Output:
## Risk Assessment

**Type 2 Diabetes: MODERATE**
- HbA1c 6.1% (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: 49yo Male
Vitals: BP 123/71 mmHg, BMI 29.9, Weight 93.5 kg, HR 68 bpm
Labs: Glucose 120.5 mg/dL, HbA1c 7.5 %, Total Cholesterol 235.0 mg/dL, HDL Cholesterol 56.9 mg/dL, Triglycerides 170.1 mg/dL, Creatinine 1.2 mg/dL
Active conditions: Prediabetes, Type 2 Diabetes, Essential Hypertension
Medications: 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: 30yo Female
Vitals: BP 130/86 mmHg, BMI 38.3, Weight 88.4 kg, HR 74 bpm
Labs: Glucose 78.1 mg/dL, HbA1c 6.1 %, 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 38.3 (obese)
- History of prediabetes

**Hypertension: MODERATE**
- BP 130/86 mmHg (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: 58yo Female
Vitals: BP 104/79 mmHg, BMI 30.3, Weight 85.1 kg, HR 88 bpm
Labs: Total Cholesterol 119.8 mg/dL, HDL Cholesterol 49.7 mg/dL, Triglycerides 105.1 mg/dL
Active conditions: Essential Hypertension
Medications: Hydrochlorothiazide 25 MG Oral Tablet, lisinopril 10 MG Oral Tablet, amLODIPine 2.5 MG Oral Tablet

Output:
## Risk Assessment

**Type 2 Diabetes: MODERATE**
- BMI 30.3 (obese)
- Age 58 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: 56yo Male
Vitals: BP 82/57 mmHg, BMI 28.5, Weight 83.6 kg, HR 66 bpm
Labs: Glucose (serum) 88.5 mg/dL, HbA1c 5.2 %, Total Cholesterol 198.2 mg/dL, HDL Cholesterol 56.9 mg/dL, Triglycerides 100.4 mg/dL
Medications: Simvastatin 20 MG Oral Tablet

Output:
## Risk Assessment

**Type 2 Diabetes: LOW**
- BMI 28.5 (overweight)
- Age 56 years (≥45 increases risk)

**Hypertension: LOW**
- Age 56 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: 61yo Male
Vitals: BP 149/103 mmHg, BMI 27.6, Weight 79.2 kg, HR 84 bpm
Labs: Glucose 82.8 mg/dL, HbA1c 6.9 %, Total Cholesterol 233.1 mg/dL, HDL Cholesterol 52.3 mg/dL, Triglycerides 103.6 mg/dL, Creatinine 0.9 mg/dL
Active conditions: Prediabetes, Type 2 Diabetes

Output:
## Risk Assessment

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

**Hypertension: HIGH**
- BP 149/103 mmHg (Stage 1+ hypertension)
- Age 61 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: 29yo Male
Vitals: BP 139/103 mmHg, BMI 29.7, Weight 94.9 kg, HR 99 bpm
Labs: Glucose (serum) 98.5 mg/dL
Active conditions: Essential Hypertension
Medications: amLODIPine 2.5 MG Oral Tablet

Output:
## Risk Assessment

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

**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: 29yo Female
Vitals: BP 116/61 mmHg, BMI 24.8, Weight 61.0 kg, HR 60 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: 10yo Male
Vitals: BP 127/71 mmHg, BMI 16.0, Weight 26.5 kg, HR 63 bpm

Output:
## Risk Assessment

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

**Hypertension: LOW**
- BP 127/71 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 Female
Vitals: BP 107/85 mmHg, Weight 5.6 kg, HR 60 bpm

Output:
## Risk Assessment

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

**Hypertension: MODERATE**
- BP 107/85 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: 59yo Female
Vitals: BP 95/79 mmHg, BMI 29.7, Weight 77.8 kg, HR 100 bpm
Labs: Total Cholesterol 150.7 mg/dL, HDL Cholesterol 24.3 mg/dL, Triglycerides 108.2 mg/dL

Output:
## Risk Assessment

**Type 2 Diabetes: LOW**
- BMI 29.7 (overweight)
- Age 59 years (≥45 increases risk)

**Hypertension: LOW**
- Age 59 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 Male
Vitals: BP 99/75 mmHg, BMI 30.1, Weight 93.1 kg, HR 72 bpm
Labs: Glucose 74.0 mg/dL, Glucose (serum) 81.5 mg/dL, HbA1c 5.9 %, Total Cholesterol 300.9 mg/dL, HDL Cholesterol 33.5 mg/dL, Triglycerides 123.1 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 30.1 (obese)
- History of prediabetes

**Hypertension: MODERATE**
- 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: 23yo Male
Vitals: BP 124/79 mmHg, BMI 27.3, Weight 83.8 kg, HR 80 bpm

Output:
## Risk Assessment

**Type 2 Diabetes: LOW**
- BMI 27.3 (overweight)

**Hypertension: LOW**
- BP 124/79 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: 37yo Male
Vitals: BP 122/74 mmHg, BMI 29.8, Weight 97.4 kg, HR 71 bpm
Labs: Total Cholesterol 289.9 mg/dL, HDL Cholesterol 28.9 mg/dL, Triglycerides 127.4 mg/dL

Output:
## Risk Assessment

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

**Hypertension: LOW**
- BP 122/74 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: 67yo Female
Vitals: BP 101/76 mmHg, BMI 27.3, Weight 79.3 kg, HR 75 bpm
Labs: Glucose 95.4 mg/dL, Total Cholesterol 192.0 mg/dL, HDL Cholesterol 48.9 mg/dL, Triglycerides 143.8 mg/dL, Creatinine 2.5 mg/dL

Output:
## Risk Assessment

**Type 2 Diabetes: LOW**
- BMI 27.3 (overweight)
- Age 67 years (≥45 increases risk)

**Hypertension: LOW**
- Age 67 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: 67yo Male
Vitals: BP 122/74 mmHg, BMI 28.0, Weight 92.0 kg, HR 71 bpm
Labs: Glucose 82.6 mg/dL, HbA1c 6.0 %, Total Cholesterol 206.6 mg/dL, HDL Cholesterol 60.8 mg/dL, Triglycerides 124.9 mg/dL, Creatinine 3.2 mg/dL
Active conditions: Prediabetes
Medications: Simvastatin 20 MG Oral Tablet, Simvastatin 10 MG Oral Tablet

Output:
## Risk Assessment

**Type 2 Diabetes: MODERATE**
- HbA1c 6.0% (prediabetes range 5.7-6.4%)
- BMI 28.0 (overweight)
- Age 67 years (≥45 increases risk)
- History of prediabetes

**Hypertension: LOW**
- BP 122/74 mmHg (slightly elevated)
- Age 67 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: 64yo Female
Vitals: BP 116/76 mmHg, BMI 27.8, Weight 77.0 kg, HR 98 bpm
Labs: Total Cholesterol 149.3 mg/dL, HDL Cholesterol 27.9 mg/dL, Triglycerides 121.3 mg/dL

Output:
## Risk Assessment

**Type 2 Diabetes: LOW**
- BMI 27.8 (overweight)
- Age 64 years (≥45 increases risk)

**Hypertension: LOW**
- Age 64 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: 45yo Female
Vitals: BP 116/87 mmHg, BMI 21.1, Weight 57.4 kg, HR 62 bpm
Labs: Glucose 65.9 mg/dL, HbA1c 6.1 %, Total Cholesterol 199.9 mg/dL, HDL Cholesterol 51.5 mg/dL, Triglycerides 133.3 mg/dL, Creatinine 0.7 mg/dL
Active conditions: Prediabetes

Output:
## Risk Assessment

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

**Hypertension: MODERATE**
- BP 116/87 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: 46yo Male
Vitals: BP 132/80 mmHg, BMI 27.6, Weight 77.1 kg, HR 81 bpm
Labs: Glucose 71.5 mg/dL, HbA1c 6.1 %, Total Cholesterol 199.2 mg/dL, HDL Cholesterol 45.5 mg/dL, Triglycerides 135.3 mg/dL, Creatinine 1.0 mg/dL
Active conditions: Prediabetes

Output:
## Risk Assessment

**Type 2 Diabetes: MODERATE**
- HbA1c 6.1% (prediabetes range 5.7-6.4%)
- BMI 27.6 (overweight)
- Age 46 years (≥45 increases risk)
- History of prediabetes

**Hypertension: MODERATE**
- BP 132/80 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: 8yo Female
Vitals: BP 94/80 mmHg, BMI 15.2, Weight 22.4 kg, HR 92 bpm

Output:
## Risk Assessment

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

**Hypertension: MODERATE**
- BP 94/80 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: 65yo Female
Vitals: BP 117/80 mmHg, BMI 30.0, Weight 95.4 kg, HR 99 bpm
Labs: Glucose 70.3 mg/dL, Glucose (serum) 161.8 mg/dL, HbA1c 6.0 %, Total Cholesterol 170.9 mg/dL, HDL Cholesterol 56.4 mg/dL, Triglycerides 137.7 mg/dL, Creatinine 0.9 mg/dL
Active conditions: Prediabetes, Essential Hypertension, Type 2 Diabetes
Medications: Simvastatin 20 MG Oral Tablet, 24 HR Metformin hydrochloride 500 MG Extended Release Oral Tablet, 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: 3yo Female
Vitals: BP 109/87 mmHg, BMI 17.1, Weight 17.3 kg, HR 87 bpm

Output:
## Risk Assessment

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

**Hypertension: MODERATE**
- BP 109/87 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: 31yo Male
Vitals: BP 117/86 mmHg, BMI 29.7, Weight 99.8 kg, HR 61 bpm

Output:
## Risk Assessment

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

**Hypertension: MODERATE**
- BP 117/86 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: 48yo Female
Vitals: BP 112/63 mmHg, BMI 27.6, Weight 78.8 kg, HR 67 bpm
Labs: Glucose 83.8 mg/dL, HbA1c 6.4 %, Total Cholesterol 176.2 mg/dL, HDL Cholesterol 66.3 mg/dL, Triglycerides 140.0 mg/dL, Creatinine 1.1 mg/dL
Active conditions: Prediabetes

Output:
## Risk Assessment

**Type 2 Diabetes: MODERATE**
- HbA1c 6.4% (prediabetes range 5.7-6.4%)
- BMI 27.6 (overweight)
- Age 48 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: 44yo Male
Vitals: BP 108/78 mmHg, BMI 30.4, Weight 108.1 kg, HR 70 bpm
Labs: Total Cholesterol 164.6 mg/dL, HDL Cholesterol 45.6 mg/dL, Triglycerides 132.3 mg/dL

Output:
## Risk Assessment

**Type 2 Diabetes: MODERATE**
- BMI 30.4 (obese)

**Hypertension: MODERATE**
- BMI 30.4 (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: 27yo Male
Vitals: BP 126/92 mmHg, BMI 25.1, Weight 75.8 kg, HR 88 bpm
Labs: Glucose 76.5 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%)
- BMI 25.1 (overweight)
- History of prediabetes

**Hypertension: HIGH**
- BP 126/92 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: 26yo Female
Vitals: BP 107/85 mmHg, BMI 33.1, Weight 80.9 kg, HR 87 bpm

Output:
## Risk Assessment

**Type 2 Diabetes: MODERATE**
- BMI 33.1 (obese)

**Hypertension: MODERATE**
- BP 107/85 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: 5yo Female
Vitals: BP 114/78 mmHg, BMI 14.2, Weight 15.6 kg, HR 75 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: 92yo Female
Vitals: BP 94/60 mmHg, BMI 27.8, Weight 71.3 kg, HR 84 bpm
Labs: Glucose 77.4 mg/dL, Total Cholesterol 200.4 mg/dL, HDL Cholesterol 79.8 mg/dL, Triglycerides 110.5 mg/dL, Creatinine 3.2 mg/dL
Medications: Simvastatin 20 MG Oral Tablet, Simvastatin 10 MG Oral Tablet

Output:
## Risk Assessment

**Type 2 Diabetes: LOW**
- BMI 27.8 (overweight)
- Age 92 years (≥45 increases risk)

**Hypertension: LOW**
- Age 92 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: 19yo Female
Vitals: BP 100/82 mmHg, BMI 21.9, Weight 56.2 kg, HR 91 bpm

Output:
## Risk Assessment

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

**Hypertension: MODERATE**
- BP 100/82 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: 57yo Male
Vitals: BP 126/76 mmHg, BMI 32.5, Weight 92.7 kg, HR 83 bpm
Labs: Total Cholesterol 190.1 mg/dL, HDL Cholesterol 54.4 mg/dL, Triglycerides 142.8 mg/dL

Output:
## Risk Assessment

**Type 2 Diabetes: MODERATE**
- BMI 32.5 (obese)
- Age 57 years (≥45 increases risk)

**Hypertension: MODERATE**
- BP 126/76 mmHg (slightly elevated)
- BMI 32.5 (obesity increases BP risk)
- Age 57 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: 27yo Male
Vitals: BP 112/81 mmHg, BMI 36.9, Weight 133.6 kg, HR 80 bpm

Output:
## Risk Assessment

**Type 2 Diabetes: MODERATE**
- BMI 36.9 (obese)

**Hypertension: MODERATE**
- BP 112/81 mmHg (elevated)
- BMI 36.9 (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: 47yo Male
Vitals: BP 117/74 mmHg, BMI 27.3, Weight 93.7 kg, HR 85 bpm
Labs: Glucose (serum) 69.9 mg/dL, Total Cholesterol 115.5 mg/dL, HDL Cholesterol 55.6 mg/dL, Triglycerides 107.9 mg/dL

Output:
## Risk Assessment

**Type 2 Diabetes: LOW**
- BMI 27.3 (overweight)
- Age 47 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: 29yo Male
Vitals: BP 117/73 mmHg, BMI 26.0, Weight 91.0 kg, HR 78 bpm

Output:
## Risk Assessment

**Type 2 Diabetes: LOW**
- BMI 26.0 (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: 23yo Female
Vitals: BP 97/79 mmHg, BMI 31.9, Weight 85.3 kg, HR 83 bpm

Output:
## Risk Assessment

**Type 2 Diabetes: MODERATE**
- BMI 31.9 (obese)

**Hypertension: MODERATE**
- BMI 31.9 (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: 37yo Female
Vitals: BP 100/79 mmHg, BMI 27.4, Weight 79.7 kg, HR 65 bpm
Labs: Total Cholesterol 159.6 mg/dL, HDL Cholesterol 52.4 mg/dL, Triglycerides 119.9 mg/dL

Output:
## Risk Assessment

**Type 2 Diabetes: LOW**
- BMI 27.4 (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: 16yo Female
Vitals: BP 115/79 mmHg, BMI 26.3, Weight 78.5 kg, HR 93 bpm

Output:
## Risk Assessment

**Type 2 Diabetes: LOW**
- BMI 26.3 (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: 37yo Male
Vitals: BP 131/90 mmHg, BMI 30.2, Weight 92.7 kg, HR 68 bpm
Labs: Glucose 74.3 mg/dL, HbA1c 6.1 %, Total Cholesterol 179.2 mg/dL, HDL Cholesterol 54.1 mg/dL, Triglycerides 121.0 mg/dL, Creatinine 1.3 mg/dL
Active conditions: Prediabetes

Output:
## Risk Assessment

**Type 2 Diabetes: MODERATE**
- HbA1c 6.1% (prediabetes range 5.7-6.4%)
- BMI 30.2 (obese)
- History of prediabetes

**Hypertension: HIGH**
- BP 131/90 mmHg (Stage 1+ hypertension)
- 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. 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: 30yo Male
Vitals: BP 116/90 mmHg, BMI 23.4, Weight 76.2 kg, HR 73 bpm

Output:
## Risk Assessment

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

**Hypertension: HIGH**
- BP 116/90 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: 10yo Female
Vitals: BP 144/89 mmHg, BMI 32.2, Weight 59.0 kg, HR 78 bpm

Output:
## Risk Assessment

**Type 2 Diabetes: MODERATE**
- BMI 32.2 (obese)

**Hypertension: HIGH**
- BP 144/89 mmHg (Stage 1+ hypertension)
- BMI 32.2 (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: 21yo Male
Vitals: BP 113/81 mmHg, BMI 22.5, Weight 67.1 kg, HR 72 bpm

Output:
## Risk Assessment

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

**Hypertension: MODERATE**
- BP 113/81 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: 50yo Female
Vitals: BP 119/80 mmHg, BMI 41.5, Weight 108.8 kg, HR 99 bpm
Labs: Glucose 81.8 mg/dL, HbA1c 6.4 %, Total Cholesterol 208.8 mg/dL, HDL Cholesterol 53.4 mg/dL, Triglycerides 141.8 mg/dL, Creatinine 1.2 mg/dL
Active conditions: Prediabetes

Output:
## Risk Assessment

**Type 2 Diabetes: MODERATE**
- HbA1c 6.4% (prediabetes range 5.7-6.4%)
- BMI 41.5 (obese)
- Age 50 years (≥45 increases risk)
- History of prediabetes

**Hypertension: MODERATE**
- BP 119/80 mmHg (elevated)
- BMI 41.5 (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: 27yo Male
Vitals: BP 130/72 mmHg, BMI 23.8, Weight 66.9 kg, HR 65 bpm

Output:
## Risk Assessment

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

**Hypertension: MODERATE**
- BP 130/72 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: 8yo Female
Vitals: BP 150/80 mmHg, BMI 17.0, Weight 27.5 kg, HR 77 bpm

Output:
## Risk Assessment

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

**Hypertension: HIGH**
- BP 150/80 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: 49yo Female
Vitals: BP 70/52 mmHg, BMI 30.6, Weight 84.5 kg, HR 77 bpm
Labs: Glucose 80.0 mg/dL, Glucose (serum) 78.2 mg/dL, HbA1c 5.5 %, Total Cholesterol 160.6 mg/dL, HDL Cholesterol 54.4 mg/dL, Triglycerides 133.4 mg/dL, Creatinine 0.9 mg/dL
Medications: Simvastatin 20 MG Oral Tablet, Simvastatin 10 MG Oral Tablet

Output:
## Risk Assessment

**Type 2 Diabetes: MODERATE**
- BMI 30.6 (obese)
- Age 49 years (≥45 increases risk)

**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: 69yo Female
Vitals: BP 135/92 mmHg, BMI 27.8, Weight 76.7 kg, HR 86 bpm
Labs: Glucose 77.3 mg/dL, Glucose (serum) 77.3 mg/dL, HbA1c 3.4 %, Total Cholesterol 144.2 mg/dL, HDL Cholesterol 51.4 mg/dL, Triglycerides 142.7 mg/dL, Creatinine 1.7 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], Hydrochlorothiazide 25 MG Oral Tablet

Output:
## Risk Assessment

**Type 2 Diabetes: MODERATE**
- BMI 27.8 (overweight)
- Age 69 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: 69yo Male
Vitals: BP 111/49 mmHg, BMI 33.0, Weight 120.8 kg, HR 71 bpm
Labs: Glucose 88.8 mg/dL, Glucose (serum) 96.2 mg/dL, HbA1c 5.8 %, Total Cholesterol 160.0 mg/dL, HDL Cholesterol 50.0 mg/dL, Triglycerides 164.1 mg/dL, Creatinine 3.2 mg/dL
Active conditions: Prediabetes
Medications: Simvastatin 20 MG Oral Tablet, atorvastatin 40 MG Oral Tablet, hydrochlorothiazide 25 MG / valsartan 320 MG Oral Tablet, Simvastatin 10 MG Oral Tablet

Output:
## Risk Assessment

**Type 2 Diabetes: MODERATE**
- HbA1c 5.8% (prediabetes range 5.7-6.4%)
- BMI 33.0 (obese)
- Age 69 years (≥45 increases risk)
- History of prediabetes

**Hypertension: MODERATE**
- BMI 33.0 (obesity increases BP risk)
- Age 69 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: 62yo Male
Vitals: BP 133/73 mmHg, BMI 28.2, Weight 93.6 kg, HR 66 bpm
Labs: Glucose 72.3 mg/dL, Glucose (serum) 97.1 mg/dL, HbA1c 6.2 %, Total Cholesterol 137.4 mg/dL, HDL Cholesterol 45.9 mg/dL, Triglycerides 118.2 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 28.2 (overweight)
- Age 62 years (≥45 increases risk)
- History of prediabetes

**Hypertension: MODERATE**
- BP 133/73 mmHg (elevated)
- Age 62 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: 48yo Male
Vitals: BP 141/105 mmHg, BMI 32.6, Weight 87.9 kg, HR 66 bpm
Labs: Glucose 83.1 mg/dL, Glucose (serum) 75.5 mg/dL, HbA1c 3.0 %, Total Cholesterol 125.9 mg/dL, HDL Cholesterol 56.4 mg/dL, Triglycerides 127.3 mg/dL, Creatinine 3.4 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 32.6 (obese)
- Age 48 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: 35yo Female
Vitals: BP 134/74 mmHg, BMI 28.3, Weight 70.9 kg, HR 98 bpm
Labs: Total Cholesterol 184.8 mg/dL, HDL Cholesterol 59.1 mg/dL, Triglycerides 129.1 mg/dL

Output:
## Risk Assessment

**Type 2 Diabetes: LOW**
- BMI 28.3 (overweight)

**Hypertension: MODERATE**
- BP 134/74 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: 45yo Female
Vitals: BP 98/70 mmHg, BMI 28.7, Weight 79.4 kg, HR 68 bpm
Labs: Glucose (serum) 71.3 mg/dL, Total Cholesterol 156.4 mg/dL, HDL Cholesterol 57.6 mg/dL, Triglycerides 131.7 mg/dL

Output:
## Risk Assessment

**Type 2 Diabetes: LOW**
- BMI 28.7 (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: 15yo Male
Vitals: BP 93/89 mmHg, BMI 17.7, Weight 54.5 kg, HR 87 bpm

Output:
## Risk Assessment

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

**Hypertension: MODERATE**
- BP 93/89 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: 51yo Female
Vitals: BP 126/79 mmHg, BMI 41.8, Weight 105.0 kg, HR 79 bpm
Labs: Glucose 97.4 mg/dL, HbA1c 5.9 %, Total Cholesterol 156.1 mg/dL, HDL Cholesterol 57.5 mg/dL, Triglycerides 147.8 mg/dL, Creatinine 1.1 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)
- Age 51 years (≥45 increases risk)
- History of prediabetes

**Hypertension: MODERATE**
- BP 126/79 mmHg (slightly elevated)
- 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: 54yo Male
Vitals: BP 117/60 mmHg, BMI 28.4, Weight 86.4 kg, HR 94 bpm
Labs: Glucose 122.6 mg/dL, Glucose (serum) 122.6 mg/dL, HbA1c 4.1 %, Total Cholesterol 212.8 mg/dL, HDL Cholesterol 57.4 mg/dL, Triglycerides 182.0 mg/dL, Creatinine 3.0 mg/dL
Active conditions: Essential Hypertension, Type 2 Diabetes, Diabetic Retinopathy, Diabetic Kidney Disease
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, 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: 34yo Male
Vitals: BP 107/87 mmHg, BMI 25.1, Weight 87.6 kg, HR 87 bpm
Labs: Glucose 81.3 mg/dL, HbA1c 6.2 %, Total Cholesterol 188.5 mg/dL, HDL Cholesterol 27.8 mg/dL, Triglycerides 134.1 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 25.1 (overweight)
- History of prediabetes

**Hypertension: MODERATE**
- BP 107/87 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: 6yo Female
Vitals: BP 120/75 mmHg, BMI 12.3, Weight 17.4 kg, HR 86 bpm

Output:
## Risk Assessment

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

**Hypertension: LOW**
- BP 120/75 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: 17yo Male
Vitals: BP 138/86 mmHg, BMI 26.9, Weight 86.5 kg, HR 67 bpm

Output:
## Risk Assessment

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

**Hypertension: MODERATE**
- BP 138/86 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: 68yo Female
Vitals: BP 95/70 mmHg, BMI 30.0, Weight 80.0 kg, HR 76 bpm
Labs: Glucose 85.2 mg/dL, HbA1c 6.0 %, Total Cholesterol 177.1 mg/dL, HDL Cholesterol 60.2 mg/dL, Triglycerides 103.6 mg/dL, Creatinine 1.0 mg/dL
Active conditions: Prediabetes, Type 2 Diabetes, Diabetic Neuropathy
Medications: Simvastatin 20 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: MODERATE**
- BMI 30.0 (obesity increases BP risk)
- Age 68 years (≥55 increases risk)

## Recommendations
1. Lifestyle modifications: reduce sodium, DASH diet, exercise
2. Recheck BP in 2-4 weeks
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: 12yo Female
Vitals: BP 99/70 mmHg, BMI 21.5, Weight 50.0 kg, HR 84 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: 56yo Male
Vitals: BP 114/78 mmHg, BMI 21.9, Weight 74.7 kg, HR 86 bpm
Labs: Glucose 84.9 mg/dL, Glucose (serum) 84.9 mg/dL, HbA1c 2.9 %, Total Cholesterol 191.9 mg/dL, HDL Cholesterol 74.1 mg/dL, Triglycerides 162.8 mg/dL, Creatinine 5.8 mg/dL
Active conditions: Prediabetes, Essential Hypertension, Diabetic Kidney Disease
Medications: Simvastatin 20 MG Oral Tablet, Simvastatin 10 MG Oral Tablet, insulin isophane  human 70 UNT/ML / insulin  regular  human 30 UNT/ML Injectable Suspension [Humulin], Hydrochlorothiazide 25 MG Oral Tablet, amLODIPine 2.5 MG Oral Tablet

Output:
## Risk Assessment

**Type 2 Diabetes: MODERATE**
- Age 56 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: 50yo Male
Vitals: BP 129/90 mmHg, BMI 30.2, Weight 112.7 kg, HR 78 bpm
Labs: Glucose 68.1 mg/dL, Total Cholesterol 181.2 mg/dL, HDL Cholesterol 53.1 mg/dL, Triglycerides 161.1 mg/dL, Creatinine 3.1 mg/dL
Active conditions: Essential Hypertension
Medications: lisinopril 10 MG Oral Tablet, Simvastatin 10 MG Oral Tablet

Output:
## Risk Assessment

**Type 2 Diabetes: MODERATE**
- BMI 30.2 (obese)
- Age 50 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: 36yo Male
Vitals: BP 136/82 mmHg, BMI 29.3, Weight 105.1 kg, HR 63 bpm
Labs: Total Cholesterol 203.3 mg/dL, HDL Cholesterol 53.8 mg/dL, Triglycerides 140.2 mg/dL

Output:
## Risk Assessment

**Type 2 Diabetes: LOW**
- BMI 29.3 (overweight)

**Hypertension: MODERATE**
- BP 136/82 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: 54yo Male
Vitals: BP 76/54 mmHg, BMI 27.3, Weight 84.5 kg, HR 94 bpm
Labs: Glucose 106.1 mg/dL, HbA1c 6.8 %, Total Cholesterol 230.7 mg/dL, HDL Cholesterol 46.5 mg/dL, Triglycerides 195.6 mg/dL, Creatinine 1.0 mg/dL
Active conditions: Prediabetes, Type 2 Diabetes, Essential Hypertension, Diabetic Neuropathy
Medications: 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: 71yo Male
Vitals: BP 128/83 mmHg, BMI 27.8, Weight 77.6 kg, HR 87 bpm
Labs: Glucose 103.4 mg/dL, Glucose (serum) 103.4 mg/dL, HbA1c 3.9 %, Total Cholesterol 220.0 mg/dL, HDL Cholesterol 52.1 mg/dL, Triglycerides 161.0 mg/dL, Creatinine 3.3 mg/dL
Active conditions: Prediabetes, Type 2 Diabetes, Essential Hypertension, Diabetic Kidney Disease
Medications: atorvastatin 40 MG Oral Tablet, hydrochlorothiazide 12.5 MG / lisinopril 20 MG Oral Tablet, Simvastatin 20 MG Oral Tablet, 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: 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 123/89 mmHg, BMI 27.5, Weight 76.9 kg, HR 82 bpm
Labs: Glucose 67.2 mg/dL, HbA1c 5.9 %, Total Cholesterol 178.2 mg/dL, HDL Cholesterol 61.2 mg/dL, Triglycerides 121.4 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 27.5 (overweight)
- Age 67 years (≥45 increases risk)
- History of prediabetes

**Hypertension: MODERATE**
- BP 123/89 mmHg (elevated)
- Age 67 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: 4yo Male
Vitals: BP 112/74 mmHg, BMI 18.3, Weight 16.9 kg, HR 68 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: 82yo Male
Vitals: BP 98/65 mmHg, BMI 27.8, Weight 82.4 kg, HR 89 bpm
Labs: Glucose (serum) 84.4 mg/dL, Total Cholesterol 213.4 mg/dL, HDL Cholesterol 50.8 mg/dL, Triglycerides 147.5 mg/dL
Active conditions: Essential Hypertension
Medications: Simvastatin 20 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: LOW**
- BMI 27.8 (overweight)
- Age 82 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: 57yo Male
Vitals: BP 122/100 mmHg, BMI 28.0, Weight 89.2 kg, HR 98 bpm
Labs: Glucose 68.0 mg/dL, HbA1c 5.8 %, Total Cholesterol 195.7 mg/dL, HDL Cholesterol 32.2 mg/dL, Triglycerides 112.9 mg/dL, Creatinine 1.0 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 5.8% (prediabetes range 5.7-6.4%)
- BMI 28.0 (overweight)
- Age 57 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)