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 99/72 mmHg, BMI 30.4, Weight 102.1 kg, HR 98 bpm
Labs: Total Cholesterol 181.0 mg/dL, HDL Cholesterol 24.3 mg/dL, Triglycerides 133.3 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: 13yo Female
Vitals: BP 100/87 mmHg, BMI 18.9, Weight 39.8 kg, HR 68 bpm

Output:
## Risk Assessment

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

**Hypertension: MODERATE**
- BP 100/87 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: 43yo Male
Vitals: BP 149/84 mmHg, BMI 27.6, Weight 85.0 kg, HR 74 bpm
Labs: Total Cholesterol 150.5 mg/dL, HDL Cholesterol 46.8 mg/dL, Triglycerides 102.8 mg/dL

Output:
## Risk Assessment

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

**Hypertension: HIGH**
- BP 149/84 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: 11yo Male
Vitals: BP 116/75 mmHg, BMI 25.0, Weight 56.2 kg, HR 70 bpm

Output:
## Risk Assessment

**Type 2 Diabetes: LOW**
- BMI 25.0 (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: 48yo Male
Vitals: BP 113/85 mmHg, BMI 30.1, Weight 71.8 kg, HR 73 bpm
Labs: Glucose 90.1 mg/dL, HbA1c 5.9 %, Total Cholesterol 124.5 mg/dL, HDL Cholesterol 60.1 mg/dL, Triglycerides 139.7 mg/dL, Creatinine 0.9 mg/dL
Active conditions: Prediabetes

Output:
## Risk Assessment

**Type 2 Diabetes: MODERATE**
- HbA1c 5.9% (prediabetes range 5.7-6.4%)
- BMI 30.1 (obese)
- Age 48 years (≥45 increases risk)
- History of prediabetes

**Hypertension: MODERATE**
- BP 113/85 mmHg (elevated)
- BMI 30.1 (obesity increases BP risk)

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


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

Input:
Patient: 30yo Male
Vitals: BP 120/80 mmHg, BMI 29.8, Weight 91.6 kg, HR 70 bpm
Labs: Total Cholesterol 218.6 mg/dL, HDL Cholesterol 52.4 mg/dL, Triglycerides 101.0 mg/dL

Output:
## Risk Assessment

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

**Hypertension: MODERATE**
- BP 120/80 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: 47yo Female
Vitals: BP 125/80 mmHg, BMI 34.3, Weight 93.4 kg, HR 69 bpm
Labs: Total Cholesterol 209.5 mg/dL, HDL Cholesterol 56.9 mg/dL, Triglycerides 147.0 mg/dL

Output:
## Risk Assessment

**Type 2 Diabetes: MODERATE**
- BMI 34.3 (obese)
- Age 47 years (≥45 increases risk)

**Hypertension: MODERATE**
- BP 125/80 mmHg (elevated)
- BMI 34.3 (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: 37yo Male
Vitals: BP 154/83 mmHg, BMI 30.4, Weight 84.1 kg, HR 81 bpm
Labs: Total Cholesterol 123.8 mg/dL, HDL Cholesterol 62.0 mg/dL, Triglycerides 110.4 mg/dL

Output:
## Risk Assessment

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

**Hypertension: HIGH**
- BP 154/83 mmHg (Stage 1+ hypertension)
- 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. 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: 25yo Female
Vitals: BP 113/84 mmHg, BMI 23.9, Weight 61.6 kg, HR 65 bpm

Output:
## Risk Assessment

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

**Hypertension: MODERATE**
- BP 113/84 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: 34yo Female
Vitals: BP 94/80 mmHg, BMI 28.3, Weight 81.0 kg, HR 86 bpm
Labs: Total Cholesterol 217.6 mg/dL, HDL Cholesterol 54.3 mg/dL, Triglycerides 142.7 mg/dL

Output:
## Risk Assessment

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

**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: 64yo Female
Vitals: BP 103/76 mmHg, BMI 28.0, Weight 75.5 kg, HR 78 bpm
Labs: Glucose 88.8 mg/dL, HbA1c 6.1 %, Total Cholesterol 203.0 mg/dL, HDL Cholesterol 40.4 mg/dL, Triglycerides 140.0 mg/dL, Creatinine 3.1 mg/dL
Active conditions: Prediabetes
Medications: Simvastatin 10 MG Oral Tablet

Output:
## Risk Assessment

**Type 2 Diabetes: MODERATE**
- HbA1c 6.1% (prediabetes range 5.7-6.4%)
- BMI 28.0 (overweight)
- Age 64 years (≥45 increases risk)
- History of prediabetes

**Hypertension: LOW**
- Age 64 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: 11yo Female
Vitals: BP 118/72 mmHg, BMI 18.8, Weight 28.1 kg, HR 85 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: 50yo Female
Vitals: BP 123/70 mmHg, BMI 27.8, Weight 71.8 kg, HR 93 bpm
Labs: Total Cholesterol 175.3 mg/dL, HDL Cholesterol 59.1 mg/dL, Triglycerides 125.9 mg/dL

Output:
## Risk Assessment

**Type 2 Diabetes: LOW**
- BMI 27.8 (overweight)
- Age 50 years (≥45 increases risk)

**Hypertension: LOW**
- BP 123/70 mmHg (slightly elevated)

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


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

Input:
Patient: 41yo Female
Vitals: BP 121/77 mmHg, BMI 30.2, Weight 82.0 kg, HR 67 bpm
Labs: Total Cholesterol 183.9 mg/dL, HDL Cholesterol 53.1 mg/dL, Triglycerides 142.9 mg/dL

Output:
## Risk Assessment

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

**Hypertension: MODERATE**
- BP 121/77 mmHg (slightly elevated)
- BMI 30.2 (obesity increases BP risk)

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


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

Input:
Patient: 40yo Male
Vitals: BP 113/73 mmHg, BMI 28.2, Weight 97.4 kg, HR 98 bpm
Labs: Total Cholesterol 182.4 mg/dL, HDL Cholesterol 56.9 mg/dL, Triglycerides 142.0 mg/dL

Output:
## Risk Assessment

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

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

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


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

Input:
Patient: 43yo Female
Vitals: BP 126/84 mmHg, BMI 29.0, Weight 71.6 kg, HR 80 bpm
Labs: Total Cholesterol 123.1 mg/dL, HDL Cholesterol 47.7 mg/dL, Triglycerides 135.9 mg/dL

Output:
## Risk Assessment

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

**Hypertension: MODERATE**
- BP 126/84 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: 15yo Female
Vitals: BP 122/63 mmHg, BMI 19.1, Weight 52.9 kg, HR 67 bpm

Output:
## Risk Assessment

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

**Hypertension: LOW**
- BP 122/63 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: 53yo Female
Vitals: BP 132/88 mmHg, BMI 32.3, Weight 92.6 kg, HR 78 bpm
Labs: Glucose 80.1 mg/dL, HbA1c 5.9 %, Total Cholesterol 138.6 mg/dL, HDL Cholesterol 49.5 mg/dL, Triglycerides 102.6 mg/dL, Creatinine 1.2 mg/dL
Active conditions: Prediabetes

Output:
## Risk Assessment

**Type 2 Diabetes: MODERATE**
- HbA1c 5.9% (prediabetes range 5.7-6.4%)
- BMI 32.3 (obese)
- Age 53 years (≥45 increases risk)
- History of prediabetes

**Hypertension: MODERATE**
- BP 132/88 mmHg (elevated)
- BMI 32.3 (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: 37yo Female
Vitals: BP 139/90 mmHg, BMI 29.5, Weight 80.7 kg, HR 74 bpm
Labs: Glucose 71.1 mg/dL, HbA1c 6.3 %, Total Cholesterol 123.1 mg/dL, HDL Cholesterol 55.1 mg/dL, Triglycerides 143.7 mg/dL, Creatinine 1.1 mg/dL
Active conditions: Prediabetes, Essential Hypertension
Medications: amLODIPine 2.5 MG Oral Tablet, lisinopril 10 MG Oral Tablet

Output:
## Risk Assessment

**Type 2 Diabetes: MODERATE**
- HbA1c 6.3% (prediabetes range 5.7-6.4%)
- BMI 29.5 (overweight)
- History of prediabetes

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

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


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

Input:
Patient: 47yo Female
Vitals: BP 137/82 mmHg, BMI 27.3, Weight 72.9 kg, HR 97 bpm
Labs: Total Cholesterol 194.7 mg/dL, HDL Cholesterol 57.8 mg/dL, Triglycerides 104.5 mg/dL

Output:
## Risk Assessment

**Type 2 Diabetes: LOW**
- BMI 27.3 (overweight)
- Age 47 years (≥45 increases risk)

**Hypertension: MODERATE**
- BP 137/82 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: 70yo Male
Vitals: BP 98/77 mmHg, BMI 28.4, Weight 86.4 kg, HR 75 bpm
Labs: Glucose 67.5 mg/dL, Total Cholesterol 172.2 mg/dL, HDL Cholesterol 55.3 mg/dL, Triglycerides 173.0 mg/dL, Creatinine 2.6 mg/dL
Medications: Simvastatin 10 MG Oral Tablet

Output:
## Risk Assessment

**Type 2 Diabetes: LOW**
- BMI 28.4 (overweight)
- Age 70 years (≥45 increases risk)

**Hypertension: LOW**
- Age 70 years (≥55 increases risk)

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


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

Input:
Patient: 27yo Male
Vitals: BP 107/87 mmHg, BMI 27.2, Weight 93.4 kg, HR 93 bpm

Output:
## Risk Assessment

**Type 2 Diabetes: LOW**
- BMI 27.2 (overweight)

**Hypertension: MODERATE**
- BP 107/87 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: 19yo Male
Vitals: BP 147/76 mmHg, BMI 21.5, Weight 66.0 kg, HR 69 bpm

Output:
## Risk Assessment

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

**Hypertension: HIGH**
- BP 147/76 mmHg (Stage 1+ hypertension)

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


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

Input:
Patient: 68yo Male
Vitals: BP 128/107 mmHg, BMI 27.5, Weight 93.9 kg, HR 97 bpm
Labs: Total Cholesterol 127.0 mg/dL, HDL Cholesterol 26.5 mg/dL, Triglycerides 132.3 mg/dL
Active conditions: Essential Hypertension
Medications: lisinopril 10 MG Oral Tablet

Output:
## Risk Assessment

**Type 2 Diabetes: LOW**
- BMI 27.5 (overweight)
- Age 68 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: 70yo Female
Vitals: BP 133/101 mmHg, BMI 28.1, Weight 74.0 kg, HR 89 bpm
Labs: Glucose 70.7 mg/dL, HbA1c 6.2 %, Total Cholesterol 213.1 mg/dL, HDL Cholesterol 60.3 mg/dL, Triglycerides 117.5 mg/dL, Creatinine 0.6 mg/dL
Active conditions: Prediabetes, Essential Hypertension
Medications: Hydrochlorothiazide 25 MG Oral Tablet, lisinopril 10 MG Oral Tablet

Output:
## Risk Assessment

**Type 2 Diabetes: MODERATE**
- HbA1c 6.2% (prediabetes range 5.7-6.4%)
- BMI 28.1 (overweight)
- Age 70 years (≥45 increases risk)
- History of prediabetes

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

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


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

Input:
Patient: 57yo Female
Vitals: BP 137/91 mmHg, BMI 30.3, Weight 80.3 kg, HR 81 bpm
Labs: Glucose 98.9 mg/dL, Glucose (serum) 98.9 mg/dL, HbA1c 4.6 %, Total Cholesterol 184.2 mg/dL, HDL Cholesterol 59.3 mg/dL, Triglycerides 102.6 mg/dL, Creatinine 2.1 mg/dL
Active conditions: Essential Hypertension, Prediabetes, Diabetic Kidney Disease
Medications: Simvastatin 10 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: MODERATE**
- BMI 30.3 (obese)
- 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)


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

Input:
Patient: 24yo Male
Vitals: BP 131/88 mmHg, BMI 21.9, Weight 70.5 kg, HR 63 bpm

Output:
## Risk Assessment

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

**Hypertension: MODERATE**
- BP 131/88 mmHg (elevated)

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


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

Input:
Patient: 24yo Male
Vitals: BP 110/84 mmHg, BMI 25.5, Weight 85.0 kg, HR 78 bpm

Output:
## Risk Assessment

**Type 2 Diabetes: LOW**
- BMI 25.5 (overweight)

**Hypertension: MODERATE**
- BP 110/84 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: 80yo Male
Vitals: BP 82/69 mmHg, BMI 27.2, Weight 88.8 kg, HR 69 bpm
Labs: Glucose 65.6 mg/dL, HbA1c 6.3 %, Total Cholesterol 146.4 mg/dL, HDL Cholesterol 27.3 mg/dL, Triglycerides 130.7 mg/dL, Creatinine 0.8 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 27.2 (overweight)
- Age 80 years (≥45 increases risk)
- History of prediabetes

**Hypertension: LOW**
- Age 80 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: 23yo Female
Vitals: BP 121/78 mmHg, BMI 19.5, Weight 49.3 kg, HR 87 bpm

Output:
## Risk Assessment

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

**Hypertension: LOW**
- BP 121/78 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: 11yo Female
Vitals: BP 118/70 mmHg, BMI 24.9, Weight 52.7 kg, HR 70 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: 6yo Female
Vitals: BP 135/88 mmHg, BMI 16.6, Weight 23.4 kg, HR 86 bpm

Output:
## Risk Assessment

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

**Hypertension: MODERATE**
- BP 135/88 mmHg (elevated)

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


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

Input:
Patient: 39yo Female
Vitals: BP 111/85 mmHg, BMI 27.5, Weight 74.5 kg, HR 95 bpm
Labs: Total Cholesterol 294.9 mg/dL, HDL Cholesterol 53.8 mg/dL, Triglycerides 116.8 mg/dL

Output:
## Risk Assessment

**Type 2 Diabetes: LOW**
- BMI 27.5 (overweight)

**Hypertension: MODERATE**
- BP 111/85 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: 38yo Female
Vitals: BP 118/91 mmHg, BMI 30.4, Weight 69.5 kg, HR 61 bpm
Labs: Glucose 76.7 mg/dL, HbA1c 5.9 %, Total Cholesterol 133.3 mg/dL, HDL Cholesterol 60.3 mg/dL, Triglycerides 131.8 mg/dL, Creatinine 0.9 mg/dL
Active conditions: Prediabetes

Output:
## Risk Assessment

**Type 2 Diabetes: MODERATE**
- HbA1c 5.9% (prediabetes range 5.7-6.4%)
- BMI 30.4 (obese)
- History of prediabetes

**Hypertension: HIGH**
- BP 118/91 mmHg (Stage 1+ hypertension)
- 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. 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: 37yo Male
Vitals: BP 113/78 mmHg, BMI 27.2, Weight 96.8 kg, HR 70 bpm
Labs: Total Cholesterol 188.3 mg/dL, HDL Cholesterol 40.4 mg/dL, Triglycerides 144.0 mg/dL

Output:
## Risk Assessment

**Type 2 Diabetes: LOW**
- BMI 27.2 (overweight)

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

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


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

Input:
Patient: 74yo Female
Vitals: BP 106/67 mmHg, BMI 27.3, Weight 65.9 kg, HR 97 bpm
Labs: Glucose 71.4 mg/dL, Glucose (serum) 68.0 mg/dL, HbA1c 3.8 %, Total Cholesterol 186.6 mg/dL, HDL Cholesterol 56.9 mg/dL, Triglycerides 121.7 mg/dL, Creatinine 0.5 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, lisinopril 10 MG Oral Tablet

Output:
## Risk Assessment

**Type 2 Diabetes: MODERATE**
- BMI 27.3 (overweight)
- Age 74 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: 68yo Female
Vitals: BP 111/71 mmHg, BMI 30.8, Weight 75.7 kg, HR 63 bpm
Labs: Glucose 85.6 mg/dL, HbA1c 6.2 %, Total Cholesterol 168.9 mg/dL, HDL Cholesterol 63.6 mg/dL, Triglycerides 109.5 mg/dL, Creatinine 0.6 mg/dL
Active conditions: Prediabetes, Type 2 Diabetes, Diabetic Neuropathy, Diabetic Retinopathy
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 30.8 (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: 47yo Male
Vitals: BP 137/90 mmHg, BMI 33.2, Weight 113.1 kg, HR 77 bpm
Labs: Glucose 99.2 mg/dL, HbA1c 6.2 %, Total Cholesterol 165.1 mg/dL, HDL Cholesterol 50.6 mg/dL, Triglycerides 127.5 mg/dL, Creatinine 1.5 mg/dL
Active conditions: Essential Hypertension, Prediabetes
Medications: Hydrochlorothiazide 25 MG Oral Tablet, amLODIPine 2.5 MG Oral Tablet

Output:
## Risk Assessment

**Type 2 Diabetes: MODERATE**
- HbA1c 6.2% (prediabetes range 5.7-6.4%)
- BMI 33.2 (obese)
- Age 47 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: 18yo Male
Vitals: BP 109/86 mmHg, BMI 20.6, Weight 65.4 kg, HR 61 bpm

Output:
## Risk Assessment

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

**Hypertension: MODERATE**
- BP 109/86 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: 32yo Male
Vitals: BP 135/95 mmHg, BMI 27.8, Weight 99.5 kg, HR 94 bpm
Labs: Total Cholesterol 176.0 mg/dL, HDL Cholesterol 27.2 mg/dL, Triglycerides 129.4 mg/dL
Active conditions: Essential Hypertension
Medications: Hydrochlorothiazide 25 MG Oral Tablet, lisinopril 10 MG Oral Tablet

Output:
## Risk Assessment

**Type 2 Diabetes: LOW**
- BMI 27.8 (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: 20yo Female
Vitals: BP 105/78 mmHg, BMI 24.1, Weight 56.1 kg, HR 85 bpm
Labs: Glucose (serum) 70.2 mg/dL

Output:
## Risk Assessment

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

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

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


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

Input:
Patient: 65yo Female
Vitals: BP 99/54 mmHg, BMI 22.7, Weight 55.9 kg, HR 66 bpm
Labs: Glucose 92.9 mg/dL, Glucose (serum) 69.6 mg/dL, HbA1c 6.0 %, Total Cholesterol 172.4 mg/dL, HDL Cholesterol 56.6 mg/dL, Triglycerides 105.5 mg/dL, Creatinine 0.5 mg/dL
Active conditions: Prediabetes
Medications: Simvastatin 20 MG Oral Tablet

Output:
## Risk Assessment

**Type 2 Diabetes: MODERATE**
- HbA1c 6.0% (prediabetes range 5.7-6.4%)
- Age 65 years (≥45 increases risk)
- History of prediabetes

**Hypertension: LOW**
- Age 65 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: 24yo Male
Vitals: BP 104/85 mmHg, BMI 25.0, Weight 78.6 kg, HR 81 bpm

Output:
## Risk Assessment

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

**Hypertension: MODERATE**
- BP 104/85 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: 106yo Male
Vitals: BP 133/91 mmHg, BMI 27.7, Weight 99.4 kg, HR 85 bpm
Labs: Glucose 85.8 mg/dL, HbA1c 6.2 %, Total Cholesterol 195.8 mg/dL, HDL Cholesterol 54.3 mg/dL, Triglycerides 108.1 mg/dL, Creatinine 0.5 mg/dL
Active conditions: Prediabetes, Essential Hypertension
Medications: atorvastatin 80 MG Oral Tablet, lisinopril 10 MG Oral Tablet

Output:
## Risk Assessment

**Type 2 Diabetes: MODERATE**
- HbA1c 6.2% (prediabetes range 5.7-6.4%)
- BMI 27.7 (overweight)
- Age 106 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: 16yo Male
Vitals: BP 99/88 mmHg, BMI 21.7, Weight 67.1 kg, HR 70 bpm

Output:
## Risk Assessment

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

**Hypertension: MODERATE**
- BP 99/88 mmHg (elevated)

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


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

Input:
Patient: 53yo Female
Vitals: BP 135/80 mmHg, BMI 28.1, Weight 87.6 kg, HR 64 bpm
Labs: Glucose 81.6 mg/dL, HbA1c 6.2 %, Total Cholesterol 179.0 mg/dL, HDL Cholesterol 62.5 mg/dL, Triglycerides 143.9 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 28.1 (overweight)
- Age 53 years (≥45 increases risk)
- History of prediabetes

**Hypertension: MODERATE**
- BP 135/80 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: 7yo Female
Vitals: BP 101/82 mmHg, BMI 22.9, Weight 34.4 kg, HR 91 bpm

Output:
## Risk Assessment

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

**Hypertension: MODERATE**
- BP 101/82 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: 17yo Female
Vitals: BP 103/84 mmHg, BMI 17.9, Weight 48.3 kg, HR 82 bpm

Output:
## Risk Assessment

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

**Hypertension: MODERATE**
- BP 103/84 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: 34yo Female
Vitals: BP 115/79 mmHg, BMI 29.2, Weight 69.5 kg, HR 68 bpm
Labs: Glucose 84.2 mg/dL, HbA1c 6.2 %, Total Cholesterol 193.2 mg/dL, HDL Cholesterol 49.4 mg/dL, Triglycerides 127.7 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 29.2 (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: 36yo Female
Vitals: BP 88/72 mmHg, BMI 30.1, Weight 70.1 kg, HR 71 bpm
Labs: Total Cholesterol 232.1 mg/dL, HDL Cholesterol 53.2 mg/dL, Triglycerides 125.8 mg/dL

Output:
## Risk Assessment

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

**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: 52yo Female
Vitals: BP 110/79 mmHg, BMI 27.5, Weight 76.7 kg, HR 93 bpm
Labs: Glucose 110.2 mg/dL, HbA1c 6.9 %, Total Cholesterol 224.8 mg/dL, HDL Cholesterol 49.2 mg/dL, Triglycerides 156.4 mg/dL, Creatinine 0.8 mg/dL
Active conditions: Prediabetes, Type 2 Diabetes, Essential Hypertension
Medications: Simvastatin 20 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: 69yo Male
Vitals: BP 127/93 mmHg, BMI 29.1, Weight 99.8 kg, HR 97 bpm
Labs: Glucose 76.8 mg/dL, Glucose (serum) 96.1 mg/dL, HbA1c 5.6 %, Total Cholesterol 204.8 mg/dL, HDL Cholesterol 77.5 mg/dL, Triglycerides 112.9 mg/dL, Creatinine 2.9 mg/dL
Medications: atorvastatin 80 MG Oral Tablet, lisinopril 2.5 MG Oral Tablet, Simvastatin 10 MG Oral Tablet

Output:
## Risk Assessment

**Type 2 Diabetes: LOW**
- BMI 29.1 (overweight)
- Age 69 years (≥45 increases risk)

**Hypertension: HIGH**
- BP 127/93 mmHg (Stage 1+ hypertension)
- Age 69 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: 26yo Male
Vitals: BP 102/83 mmHg, BMI 24.2, Weight 78.6 kg, HR 63 bpm

Output:
## Risk Assessment

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

**Hypertension: MODERATE**
- BP 102/83 mmHg (elevated)

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


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

Input:
Patient: 53yo Male
Vitals: BP 128/91 mmHg, BMI 29.8, Weight 92.9 kg, HR 67 bpm
Labs: Glucose 80.1 mg/dL, Total Cholesterol 154.4 mg/dL, HDL Cholesterol 62.9 mg/dL, Triglycerides 183.9 mg/dL, Creatinine 3.2 mg/dL
Medications: Simvastatin 10 MG Oral Tablet

Output:
## Risk Assessment

**Type 2 Diabetes: LOW**
- BMI 29.8 (overweight)
- Age 53 years (≥45 increases risk)

**Hypertension: HIGH**
- BP 128/91 mmHg (Stage 1+ hypertension)

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


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

Input:
Patient: 67yo Female
Vitals: BP 122/74 mmHg, BMI 28.9, Weight 65.0 kg, HR 76 bpm
Labs: Total Cholesterol 161.4 mg/dL, HDL Cholesterol 69.7 mg/dL, Triglycerides 115.6 mg/dL

Output:
## Risk Assessment

**Type 2 Diabetes: LOW**
- BMI 28.9 (overweight)
- Age 67 years (≥45 increases risk)

**Hypertension: LOW**
- BP 122/74 mmHg (slightly elevated)
- 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: 11yo Female
Vitals: BP 122/76 mmHg, BMI 20.3, Weight 50.1 kg, HR 60 bpm

Output:
## Risk Assessment

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

**Hypertension: LOW**
- BP 122/76 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: 55yo Female
Vitals: BP 112/91 mmHg, BMI 27.5, Weight 73.4 kg, HR 83 bpm
Labs: Glucose 68.7 mg/dL, HbA1c 6.0 %, Total Cholesterol 175.7 mg/dL, HDL Cholesterol 55.9 mg/dL, Triglycerides 128.2 mg/dL, Creatinine 0.7 mg/dL
Active conditions: Prediabetes

Output:
## Risk Assessment

**Type 2 Diabetes: MODERATE**
- HbA1c 6.0% (prediabetes range 5.7-6.4%)
- BMI 27.5 (overweight)
- Age 55 years (≥45 increases risk)
- History of prediabetes

**Hypertension: HIGH**
- BP 112/91 mmHg (Stage 1+ hypertension)
- Age 55 years (≥55 increases risk)

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


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

Input:
Patient: 68yo Male
Vitals: BP 134/96 mmHg, BMI 30.1, Weight 112.5 kg, HR 80 bpm
Labs: Glucose 75.3 mg/dL, HbA1c 6.0 %, Total Cholesterol 210.1 mg/dL, HDL Cholesterol 56.1 mg/dL, Triglycerides 117.0 mg/dL, Creatinine 1.1 mg/dL
Active conditions: Prediabetes, Essential Hypertension
Medications: Hydrochlorothiazide 25 MG Oral Tablet, lisinopril 10 MG Oral Tablet

Output:
## Risk Assessment

**Type 2 Diabetes: MODERATE**
- HbA1c 6.0% (prediabetes range 5.7-6.4%)
- BMI 30.1 (obese)
- Age 68 years (≥45 increases risk)
- History of prediabetes

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

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


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

Input:
Patient: 12yo Female
Vitals: BP 116/79 mmHg, BMI 24.0, Weight 58.1 kg, HR 63 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 Female
Vitals: BP 123/89 mmHg, BMI 30.5, Weight 86.6 kg, HR 72 bpm
Labs: Total Cholesterol 244.2 mg/dL, HDL Cholesterol 64.8 mg/dL, Triglycerides 111.9 mg/dL
Active conditions: Essential Hypertension
Medications: lisinopril 10 MG Oral Tablet

Output:
## Risk Assessment

**Type 2 Diabetes: MODERATE**
- BMI 30.5 (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: 76yo Male
Vitals: BP 122/62 mmHg, BMI 27.3, Weight 76.3 kg, HR 77 bpm
Labs: Glucose 77.6 mg/dL, HbA1c 5.9 %, Total Cholesterol 198.7 mg/dL, HDL Cholesterol 61.4 mg/dL, Triglycerides 150.4 mg/dL, Creatinine 2.5 mg/dL
Active conditions: Prediabetes
Medications: Simvastatin 20 MG Oral Tablet, Simvastatin 10 MG Oral Tablet

Output:
## Risk Assessment

**Type 2 Diabetes: MODERATE**
- HbA1c 5.9% (prediabetes range 5.7-6.4%)
- BMI 27.3 (overweight)
- Age 76 years (≥45 increases risk)
- History of prediabetes

**Hypertension: LOW**
- BP 122/62 mmHg (slightly elevated)
- Age 76 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: 4yo Female
Vitals: BP 108/83 mmHg, BMI 17.5, Weight 18.1 kg, HR 70 bpm

Output:
## Risk Assessment

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

**Hypertension: MODERATE**
- BP 108/83 mmHg (elevated)

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


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

Input:
Patient: 99yo Male
Vitals: BP 115/54 mmHg, BMI 27.4, Weight 81.8 kg, HR 93 bpm
Labs: Glucose 72.5 mg/dL, HbA1c 6.1 %, Total Cholesterol 181.6 mg/dL, HDL Cholesterol 70.3 mg/dL, Triglycerides 138.6 mg/dL, Creatinine 2.7 mg/dL
Active conditions: Prediabetes
Medications: Simvastatin 20 MG Oral Tablet, Simvastatin 10 MG Oral Tablet

Output:
## Risk Assessment

**Type 2 Diabetes: MODERATE**
- HbA1c 6.1% (prediabetes range 5.7-6.4%)
- BMI 27.4 (overweight)
- Age 99 years (≥45 increases risk)
- History of prediabetes

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

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


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

Input:
Patient: 50yo Female
Vitals: BP 108/62 mmHg, BMI 27.5, Weight 82.3 kg, HR 96 bpm
Labs: Total Cholesterol 185.2 mg/dL, HDL Cholesterol 58.9 mg/dL, Triglycerides 141.4 mg/dL
Medications: Simvastatin 20 MG Oral Tablet

Output:
## Risk Assessment

**Type 2 Diabetes: LOW**
- BMI 27.5 (overweight)
- Age 50 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: 24yo Male
Vitals: BP 137/87 mmHg, BMI 25.0, Weight 77.9 kg, HR 74 bpm

Output:
## Risk Assessment

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

**Hypertension: MODERATE**
- BP 137/87 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: 50yo Female
Vitals: BP 112/69 mmHg, BMI 30.4, Weight 80.1 kg, HR 61 bpm
Labs: Total Cholesterol 194.4 mg/dL, HDL Cholesterol 54.1 mg/dL, Triglycerides 114.6 mg/dL

Output:
## Risk Assessment

**Type 2 Diabetes: MODERATE**
- BMI 30.4 (obese)
- Age 50 years (≥45 increases risk)

**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: 34yo Female
Vitals: BP 135/87 mmHg, BMI 28.0, Weight 69.0 kg, HR 86 bpm
Labs: Glucose 91.5 mg/dL, HbA1c 5.9 %, Total Cholesterol 185.8 mg/dL, HDL Cholesterol 62.8 mg/dL, Triglycerides 111.9 mg/dL, Creatinine 0.9 mg/dL
Active conditions: Prediabetes

Output:
## Risk Assessment

**Type 2 Diabetes: MODERATE**
- HbA1c 5.9% (prediabetes range 5.7-6.4%)
- BMI 28.0 (overweight)
- History of prediabetes

**Hypertension: MODERATE**
- BP 135/87 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: 66yo Female
Vitals: BP 106/78 mmHg, BMI 30.3, Weight 78.7 kg, HR 68 bpm
Labs: Total Cholesterol 139.2 mg/dL, HDL Cholesterol 48.0 mg/dL, Triglycerides 118.5 mg/dL

Output:
## Risk Assessment

**Type 2 Diabetes: MODERATE**
- BMI 30.3 (obese)
- Age 66 years (≥45 increases risk)

**Hypertension: MODERATE**
- BMI 30.3 (obesity increases BP risk)
- Age 66 years (≥55 increases risk)

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


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

Input:
Patient: 19yo Male
Vitals: BP 130/88 mmHg, BMI 21.5, Weight 70.8 kg, HR 98 bpm

Output:
## Risk Assessment

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

**Hypertension: MODERATE**
- BP 130/88 mmHg (elevated)

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


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

Input:
Patient: 36yo Male
Vitals: BP 137/78 mmHg, BMI 27.1, Weight 101.3 kg, HR 92 bpm
Labs: Total Cholesterol 218.6 mg/dL, HDL Cholesterol 51.6 mg/dL, Triglycerides 122.0 mg/dL

Output:
## Risk Assessment

**Type 2 Diabetes: LOW**
- BMI 27.1 (overweight)

**Hypertension: MODERATE**
- BP 137/78 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: 61yo Female
Vitals: BP 142/80 mmHg, BMI 27.8, Weight 72.9 kg, HR 97 bpm
Labs: Glucose (serum) 89.8 mg/dL, Total Cholesterol 137.3 mg/dL, HDL Cholesterol 55.8 mg/dL, Triglycerides 133.7 mg/dL
Active conditions: Essential Hypertension, Diabetic Kidney Disease
Medications: amLODIPine 2.5 MG Oral Tablet

Output:
## Risk Assessment

**Type 2 Diabetes: LOW**
- BMI 27.8 (overweight)
- Age 61 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: 78yo Female
Vitals: BP 130/97 mmHg, BMI 28.0, Weight 75.7 kg, HR 65 bpm
Labs: Glucose 100.7 mg/dL, HbA1c 7.0 %, Total Cholesterol 218.4 mg/dL, HDL Cholesterol 41.1 mg/dL, Triglycerides 179.0 mg/dL, Creatinine 0.7 mg/dL
Active conditions: Prediabetes, Type 2 Diabetes, Essential Hypertension
Medications: 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: 29yo Female
Vitals: BP 94/80 mmHg, BMI 27.0, Weight 74.5 kg, HR 83 bpm

Output:
## Risk Assessment

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

**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: 24yo Female
Vitals: BP 111/89 mmHg, BMI 21.9, Weight 56.0 kg, HR 99 bpm

Output:
## Risk Assessment

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

**Hypertension: MODERATE**
- BP 111/89 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: 56yo Female
Vitals: BP 132/66 mmHg, BMI 30.3, Weight 98.2 kg, HR 63 bpm
Labs: Glucose 74.8 mg/dL, HbA1c 6.0 %, Total Cholesterol 151.0 mg/dL, HDL Cholesterol 53.8 mg/dL, Triglycerides 144.9 mg/dL, Creatinine 1.0 mg/dL
Active conditions: Prediabetes

Output:
## Risk Assessment

**Type 2 Diabetes: MODERATE**
- HbA1c 6.0% (prediabetes range 5.7-6.4%)
- BMI 30.3 (obese)
- Age 56 years (≥45 increases risk)
- History of prediabetes

**Hypertension: MODERATE**
- BP 132/66 mmHg (elevated)
- BMI 30.3 (obesity increases BP risk)
- Age 56 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: 42yo Female
Vitals: BP 139/72 mmHg, BMI 30.0, Weight 75.2 kg, HR 70 bpm
Labs: Total Cholesterol 213.4 mg/dL, HDL Cholesterol 54.6 mg/dL, Triglycerides 144.7 mg/dL

Output:
## Risk Assessment

**Type 2 Diabetes: MODERATE**
- BMI 30.0 (obese)

**Hypertension: MODERATE**
- BP 139/72 mmHg (elevated)
- BMI 30.0 (obesity increases BP risk)

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


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

Input:
Patient: 14yo Female
Vitals: BP 121/68 mmHg, BMI 22.9, Weight 62.0 kg, HR 67 bpm

Output:
## Risk Assessment

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

**Hypertension: LOW**
- BP 121/68 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: 32yo Male
Vitals: BP 107/67 mmHg, BMI 25.8, Weight 88.2 kg, HR 71 bpm
Labs: Total Cholesterol 151.7 mg/dL, HDL Cholesterol 53.7 mg/dL, Triglycerides 131.9 mg/dL

Output:
## Risk Assessment

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

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

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


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

Input:
Patient: 65yo Female
Vitals: BP 137/72 mmHg, BMI 27.8, Weight 70.1 kg, HR 94 bpm
Labs: Glucose 77.4 mg/dL, Total Cholesterol 193.7 mg/dL, HDL Cholesterol 35.5 mg/dL, Triglycerides 168.1 mg/dL, Creatinine 3.4 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 65 years (≥45 increases risk)

**Hypertension: MODERATE**
- BP 137/72 mmHg (elevated)
- Age 65 years (≥55 increases risk)

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


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

Input:
Patient: 54yo Female
Vitals: BP 142/85 mmHg, BMI 30.1, Weight 82.9 kg, HR 84 bpm
Labs: Total Cholesterol 153.5 mg/dL, HDL Cholesterol 48.4 mg/dL, Triglycerides 131.7 mg/dL
Active conditions: Essential Hypertension
Medications: Hydrochlorothiazide 25 MG Oral Tablet

Output:
## Risk Assessment

**Type 2 Diabetes: MODERATE**
- BMI 30.1 (obese)
- Age 54 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: 39yo Female
Vitals: BP 128/83 mmHg, BMI 29.5, Weight 84.9 kg, HR 92 bpm
Labs: Total Cholesterol 178.8 mg/dL, HDL Cholesterol 49.8 mg/dL, Triglycerides 126.6 mg/dL

Output:
## Risk Assessment

**Type 2 Diabetes: LOW**
- BMI 29.5 (overweight)

**Hypertension: MODERATE**
- BP 128/83 mmHg (elevated)

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


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

Input:
Patient: 49yo Female
Vitals: BP 134/75 mmHg, BMI 30.1, Weight 89.9 kg, HR 79 bpm
Labs: Total Cholesterol 208.1 mg/dL, HDL Cholesterol 52.4 mg/dL, Triglycerides 144.9 mg/dL

Output:
## Risk Assessment

**Type 2 Diabetes: MODERATE**
- BMI 30.1 (obese)
- Age 49 years (≥45 increases risk)

**Hypertension: MODERATE**
- BP 134/75 mmHg (elevated)
- BMI 30.1 (obesity increases BP risk)

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


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

Input:
Patient: 25yo Female
Vitals: BP 134/73 mmHg, BMI 26.8, Weight 68.4 kg, HR 88 bpm

Output:
## Risk Assessment

**Type 2 Diabetes: LOW**
- BMI 26.8 (overweight)

**Hypertension: MODERATE**
- BP 134/73 mmHg (elevated)

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


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

Input:
Patient: 39yo Female
Vitals: BP 112/76 mmHg, BMI 29.4, Weight 84.8 kg, HR 68 bpm
Labs: Total Cholesterol 140.4 mg/dL, HDL Cholesterol 62.3 mg/dL, Triglycerides 142.0 mg/dL

Output:
## Risk Assessment

**Type 2 Diabetes: LOW**
- BMI 29.4 (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: 32yo Female
Vitals: BP 118/77 mmHg, BMI 30.1, Weight 80.5 kg, HR 97 bpm
Labs: Total Cholesterol 190.1 mg/dL, HDL Cholesterol 53.4 mg/dL, Triglycerides 136.5 mg/dL

Output:
## Risk Assessment

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

**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: 36yo Male
Vitals: BP 135/78 mmHg, BMI 27.4, Weight 77.2 kg, HR 61 bpm
Labs: Glucose 99.9 mg/dL, HbA1c 5.8 %, Total Cholesterol 270.6 mg/dL, HDL Cholesterol 67.2 mg/dL, Triglycerides 131.7 mg/dL, Creatinine 1.2 mg/dL
Active conditions: Prediabetes

Output:
## Risk Assessment

**Type 2 Diabetes: MODERATE**
- HbA1c 5.8% (prediabetes range 5.7-6.4%)
- BMI 27.4 (overweight)
- History of prediabetes

**Hypertension: MODERATE**
- BP 135/78 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: 25yo Female
Vitals: BP 112/85 mmHg, BMI 21.7, Weight 59.0 kg, HR 80 bpm

Output:
## Risk Assessment

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

**Hypertension: MODERATE**
- BP 112/85 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: 60yo Female
Vitals: BP 139/80 mmHg, BMI 30.0, Weight 86.0 kg, HR 77 bpm
Labs: Glucose 74.4 mg/dL, HbA1c 6.0 %, Total Cholesterol 146.6 mg/dL, HDL Cholesterol 51.0 mg/dL, Triglycerides 125.4 mg/dL, Creatinine 0.8 mg/dL
Active conditions: Prediabetes, Essential Hypertension
Medications: lisinopril 10 MG Oral Tablet

Output:
## Risk Assessment

**Type 2 Diabetes: MODERATE**
- HbA1c 6.0% (prediabetes range 5.7-6.4%)
- BMI 30.0 (obese)
- Age 60 years (≥45 increases risk)
- History of prediabetes

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

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


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

Input:
Patient: 45yo Female
Vitals: BP 109/76 mmHg, BMI 27.4, Weight 79.2 kg, HR 73 bpm
Labs: Glucose 75.0 mg/dL, HbA1c 6.3 %, Total Cholesterol 109.7 mg/dL, HDL Cholesterol 52.2 mg/dL, Triglycerides 123.2 mg/dL, Creatinine 1.0 mg/dL
Active conditions: Prediabetes

Output:
## Risk Assessment

**Type 2 Diabetes: MODERATE**
- HbA1c 6.3% (prediabetes range 5.7-6.4%)
- BMI 27.4 (overweight)
- Age 45 years (≥45 increases risk)
- History of prediabetes

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

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


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

Input:
Patient: 27yo Female
Vitals: BP 95/68 mmHg, BMI 23.4, Weight 56.0 kg, HR 87 bpm
Labs: Glucose 77.5 mg/dL, HbA1c 5.8 %, Creatinine 0.8 mg/dL
Active conditions: Prediabetes

Output:
## Risk Assessment

**Type 2 Diabetes: MODERATE**
- HbA1c 5.8% (prediabetes range 5.7-6.4%)
- 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: 93yo Male
Vitals: BP 94/64 mmHg, BMI 28.0, Weight 89.8 kg, HR 70 bpm
Labs: Glucose 64.2 mg/dL, HbA1c 6.2 %, Total Cholesterol 180.1 mg/dL, HDL Cholesterol 59.7 mg/dL, Triglycerides 180.6 mg/dL, Creatinine 3.2 mg/dL
Active conditions: Prediabetes
Medications: Simvastatin 10 MG Oral Tablet

Output:
## Risk Assessment

**Type 2 Diabetes: MODERATE**
- HbA1c 6.2% (prediabetes range 5.7-6.4%)
- BMI 28.0 (overweight)
- Age 93 years (≥45 increases risk)
- History of prediabetes

**Hypertension: LOW**
- Age 93 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: 84yo Male
Vitals: BP 107/67 mmHg, BMI 22.1, Weight 61.2 kg, HR 72 bpm
Labs: Glucose 97.3 mg/dL, HbA1c 5.9 %, Total Cholesterol 160.2 mg/dL, HDL Cholesterol 36.0 mg/dL, Triglycerides 171.5 mg/dL, Creatinine 3.0 mg/dL
Active conditions: Prediabetes
Medications: Simvastatin 20 MG Oral Tablet, Simvastatin 10 MG Oral Tablet

Output:
## Risk Assessment

**Type 2 Diabetes: MODERATE**
- HbA1c 5.9% (prediabetes range 5.7-6.4%)
- Age 84 years (≥45 increases risk)
- History of prediabetes

**Hypertension: LOW**
- Age 84 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: 13yo Male
Vitals: BP 135/93 mmHg, BMI 19.1, Weight 45.3 kg, HR 61 bpm

Output:
## Risk Assessment

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

**Hypertension: HIGH**
- BP 135/93 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: 16yo Female
Vitals: BP 123/68 mmHg, BMI 21.8, Weight 61.0 kg, HR 94 bpm

Output:
## Risk Assessment

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

**Hypertension: LOW**
- BP 123/68 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: 34yo Male
Vitals: BP 129/80 mmHg, BMI 30.2, Weight 92.8 kg, HR 93 bpm
Labs: Total Cholesterol 157.6 mg/dL, HDL Cholesterol 57.1 mg/dL, Triglycerides 108.1 mg/dL

Output:
## Risk Assessment

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

**Hypertension: MODERATE**
- BP 129/80 mmHg (elevated)
- BMI 30.2 (obesity increases BP risk)

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


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

Input:
Patient: 15yo Female
Vitals: BP 137/74 mmHg, BMI 25.7, Weight 67.3 kg, HR 80 bpm

Output:
## Risk Assessment

**Type 2 Diabetes: LOW**
- BMI 25.7 (overweight)

**Hypertension: MODERATE**
- BP 137/74 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: 24yo Female
Vitals: BP 110/69 mmHg, BMI 18.9, Weight 42.5 kg, HR 89 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: 6yo Male
Vitals: BP 106/78 mmHg, BMI 16.1, Weight 22.5 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: 40yo Male
Vitals: BP 128/79 mmHg, BMI 28.4, Weight 94.7 kg, HR 78 bpm
Labs: Total Cholesterol 187.7 mg/dL, HDL Cholesterol 25.2 mg/dL, Triglycerides 109.2 mg/dL

Output:
## Risk Assessment

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

**Hypertension: LOW**
- BP 128/79 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: 34yo Female
Vitals: BP 125/75 mmHg, BMI 27.0, Weight 71.3 kg, HR 78 bpm
Labs: Total Cholesterol 170.6 mg/dL, HDL Cholesterol 65.3 mg/dL, Triglycerides 130.0 mg/dL

Output:
## Risk Assessment

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

**Hypertension: LOW**
- BP 125/75 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: 12yo Male
Vitals: BP 110/81 mmHg, BMI 16.9, Weight 37.0 kg, HR 81 bpm

Output:
## Risk Assessment

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

**Hypertension: MODERATE**
- BP 110/81 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: 1yo Male
Vitals: BP 128/78 mmHg, Weight 11.6 kg, HR 91 bpm

Output:
## Risk Assessment

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

**Hypertension: LOW**
- BP 128/78 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: 60yo Male
Vitals: BP 112/82 mmHg, BMI 27.9, Weight 92.4 kg, HR 93 bpm
Labs: Glucose 94.9 mg/dL, Glucose (serum) 95.2 mg/dL, Total Cholesterol 156.4 mg/dL, HDL Cholesterol 68.5 mg/dL, Triglycerides 155.3 mg/dL, Creatinine 3.1 mg/dL
Active conditions: Essential Hypertension, Diabetic Kidney Disease
Medications: Hydrochlorothiazide 25 MG Oral Tablet, lisinopril 10 MG Oral Tablet, Simvastatin 10 MG Oral Tablet

Output:
## Risk Assessment

**Type 2 Diabetes: LOW**
- BMI 27.9 (overweight)
- Age 60 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: 39yo Male
Vitals: BP 132/91 mmHg, BMI 31.4, Weight 112.6 kg, HR 68 bpm
Labs: Glucose 69.6 mg/dL, HbA1c 6.3 %, Total Cholesterol 181.5 mg/dL, HDL Cholesterol 55.7 mg/dL, Triglycerides 108.8 mg/dL, Creatinine 1.6 mg/dL
Active conditions: Prediabetes

Output:
## Risk Assessment

**Type 2 Diabetes: MODERATE**
- HbA1c 6.3% (prediabetes range 5.7-6.4%)
- BMI 31.4 (obese)
- History of prediabetes

**Hypertension: HIGH**
- BP 132/91 mmHg (Stage 1+ hypertension)
- BMI 31.4 (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: 37yo Female
Vitals: BP 131/82 mmHg, BMI 29.8, Weight 76.7 kg, HR 77 bpm
Labs: Glucose 86.2 mg/dL, HbA1c 6.1 %, Total Cholesterol 223.5 mg/dL, HDL Cholesterol 55.8 mg/dL, Triglycerides 122.6 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 29.8 (overweight)
- History of prediabetes

**Hypertension: MODERATE**
- BP 131/82 mmHg (elevated)

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


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

Input:
Patient: 24yo Female
Vitals: BP 135/73 mmHg, BMI 22.1, Weight 60.1 kg, HR 97 bpm

Output:
## Risk Assessment

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

**Hypertension: MODERATE**
- BP 135/73 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: 55yo Female
Vitals: BP 126/77 mmHg, BMI 30.4, Weight 85.8 kg, HR 79 bpm
Labs: Glucose 70.9 mg/dL, HbA1c 6.0 %, Total Cholesterol 185.5 mg/dL, HDL Cholesterol 72.8 mg/dL, Triglycerides 106.2 mg/dL, Creatinine 2.6 mg/dL
Active conditions: Prediabetes
Medications: Simvastatin 10 MG Oral Tablet

Output:
## Risk Assessment

**Type 2 Diabetes: MODERATE**
- HbA1c 6.0% (prediabetes range 5.7-6.4%)
- BMI 30.4 (obese)
- Age 55 years (≥45 increases risk)
- History of prediabetes

**Hypertension: MODERATE**
- BP 126/77 mmHg (slightly elevated)
- BMI 30.4 (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: 71yo Male
Vitals: BP 96/61 mmHg, BMI 27.8, Weight 95.0 kg, HR 65 bpm
Labs: Glucose 74.7 mg/dL, HbA1c 6.0 %, Total Cholesterol 203.4 mg/dL, HDL Cholesterol 62.5 mg/dL, Triglycerides 116.6 mg/dL, Creatinine 0.9 mg/dL
Active conditions: Prediabetes, 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**
- HbA1c 6.0% (prediabetes range 5.7-6.4%)
- BMI 27.8 (overweight)
- Age 71 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: 55yo Female
Vitals: BP 129/77 mmHg, BMI 27.7, Weight 81.3 kg, HR 97 bpm
Labs: Glucose 77.3 mg/dL, HbA1c 5.4 %, Total Cholesterol 144.2 mg/dL, HDL Cholesterol 55.7 mg/dL, Triglycerides 112.5 mg/dL, Creatinine 1.3 mg/dL
Active conditions: Type 2 Diabetes
Medications: pravastatin sodium 20 MG Oral Tablet, hydrochlorothiazide 25 MG / lisinopril 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: LOW**
- BP 129/77 mmHg (slightly elevated)
- Age 55 years (≥55 increases risk)

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


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

Input:
Patient: 27yo Female
Vitals: BP 113/81 mmHg, BMI 25.9, Weight 60.8 kg, HR 65 bpm

Output:
## Risk Assessment

**Type 2 Diabetes: LOW**
- BMI 25.9 (overweight)

**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: 79yo Male
Vitals: BP 123/73 mmHg, BMI 26.1, Weight 71.1 kg, HR 64 bpm
Labs: Glucose 97.3 mg/dL, Glucose (serum) 76.1 mg/dL, HbA1c 6.1 %, Total Cholesterol 167.4 mg/dL, HDL Cholesterol 54.9 mg/dL, Triglycerides 112.8 mg/dL, Creatinine 0.6 mg/dL
Active conditions: Prediabetes
Medications: Simvastatin 20 MG Oral Tablet

Output:
## Risk Assessment

**Type 2 Diabetes: MODERATE**
- HbA1c 6.1% (prediabetes range 5.7-6.4%)
- BMI 26.1 (overweight)
- Age 79 years (≥45 increases risk)
- History of prediabetes

**Hypertension: LOW**
- BP 123/73 mmHg (slightly elevated)
- 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: 102yo Female
Vitals: BP 87/54 mmHg, BMI 28.0, Weight 80.4 kg, HR 94 bpm
Labs: Glucose 85.2 mg/dL, HbA1c 6.4 %, Total Cholesterol 190.2 mg/dL, HDL Cholesterol 65.2 mg/dL, Triglycerides 186.5 mg/dL, Creatinine 3.3 mg/dL
Active conditions: Prediabetes
Medications: Simvastatin 20 MG Oral Tablet, Simvastatin 10 MG Oral Tablet

Output:
## Risk Assessment

**Type 2 Diabetes: MODERATE**
- HbA1c 6.4% (prediabetes range 5.7-6.4%)
- BMI 28.0 (overweight)
- Age 102 years (≥45 increases risk)
- History of prediabetes

**Hypertension: LOW**
- Age 102 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: 89yo Male
Vitals: BP 121/83 mmHg, BMI 27.6, Weight 80.5 kg, HR 87 bpm
Labs: Glucose 85.2 mg/dL, HbA1c 6.0 %, Total Cholesterol 187.3 mg/dL, HDL Cholesterol 68.9 mg/dL, Triglycerides 141.8 mg/dL, Creatinine 3.2 mg/dL
Active conditions: Prediabetes
Medications: Simvastatin 10 MG Oral Tablet

Output:
## Risk Assessment

**Type 2 Diabetes: MODERATE**
- HbA1c 6.0% (prediabetes range 5.7-6.4%)
- BMI 27.6 (overweight)
- Age 89 years (≥45 increases risk)
- History of prediabetes

**Hypertension: MODERATE**
- BP 121/83 mmHg (elevated)
- Age 89 years (≥55 increases risk)

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


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

Input:
Patient: 0yo Male
Vitals: BP 111/88 mmHg, Weight 8.4 kg, HR 86 bpm

Output:
## Risk Assessment

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

**Hypertension: MODERATE**
- BP 111/88 mmHg (elevated)

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


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

Input:
Patient: 84yo Male
Vitals: BP 126/78 mmHg, BMI 27.5, Weight 92.9 kg, HR 99 bpm
Labs: Glucose 67.4 mg/dL, Glucose (serum) 64.3 mg/dL, HbA1c 5.2 %, Total Cholesterol 154.4 mg/dL, HDL Cholesterol 66.7 mg/dL, Triglycerides 184.8 mg/dL, Creatinine 2.7 mg/dL
Active conditions: Essential Hypertension, Diabetic Kidney Disease
Medications: Simvastatin 20 MG Oral Tablet, ezetimibe 10 MG / simvastatin 20 MG Oral Tablet, lisinopril 20 MG Oral Tablet, Simvastatin 10 MG Oral Tablet, Hydrochlorothiazide 25 MG Oral Tablet

Output:
## Risk Assessment

**Type 2 Diabetes: LOW**
- BMI 27.5 (overweight)
- Age 84 years (≥45 increases risk)

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

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


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

Input:
Patient: 27yo Male
Vitals: BP 98/75 mmHg, BMI 28.7, Weight 91.7 kg, HR 81 bpm
Labs: Glucose (serum) 83.4 mg/dL

Output:
## Risk Assessment

**Type 2 Diabetes: LOW**
- BMI 28.7 (overweight)

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

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


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

Input:
Patient: 72yo Female
Vitals: BP 123/76 mmHg, BMI 30.0, Weight 78.8 kg, HR 77 bpm
Labs: Glucose 95.9 mg/dL, Total Cholesterol 173.5 mg/dL, HDL Cholesterol 76.2 mg/dL, Triglycerides 124.3 mg/dL, Creatinine 2.6 mg/dL
Active conditions: Essential Hypertension
Medications: Simvastatin 20 MG Oral Tablet, lisinopril 10 MG Oral Tablet, Simvastatin 10 MG Oral Tablet

Output:
## Risk Assessment

**Type 2 Diabetes: MODERATE**
- BMI 30.0 (obese)
- Age 72 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: 32yo Male
Vitals: BP 123/81 mmHg, BMI 30.4, Weight 93.9 kg, HR 69 bpm
Labs: Total Cholesterol 147.3 mg/dL, HDL Cholesterol 44.5 mg/dL, Triglycerides 109.0 mg/dL

Output:
## Risk Assessment

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

**Hypertension: MODERATE**
- BP 123/81 mmHg (elevated)
- 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: 84yo Male
Vitals: BP 118/82 mmHg, BMI 38.7, Weight 116.7 kg, HR 68 bpm
Labs: Glucose 82.3 mg/dL, Glucose (serum) 82.3 mg/dL, HbA1c 3.4 %, Total Cholesterol 182.3 mg/dL, HDL Cholesterol 65.6 mg/dL, Triglycerides 129.8 mg/dL, Creatinine 1.3 mg/dL
Active conditions: Prediabetes, Essential Hypertension, Diabetic Kidney Disease
Medications: Simvastatin 20 MG Oral Tablet, atorvastatin 40 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

Output:
## Risk Assessment

**Type 2 Diabetes: MODERATE**
- BMI 38.7 (obese)
- Age 84 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: 64yo Male
Vitals: BP 136/93 mmHg, BMI 29.6, Weight 99.7 kg, HR 75 bpm
Labs: Total Cholesterol 196.9 mg/dL, HDL Cholesterol 31.1 mg/dL, Triglycerides 116.6 mg/dL

Output:
## Risk Assessment

**Type 2 Diabetes: LOW**
- BMI 29.6 (overweight)
- Age 64 years (≥45 increases risk)

**Hypertension: HIGH**
- BP 136/93 mmHg (Stage 1+ hypertension)
- Age 64 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: 55yo Male
Vitals: BP 116/55 mmHg, BMI 28.8, Weight 105.4 kg, HR 62 bpm
Labs: Total Cholesterol 153.4 mg/dL, HDL Cholesterol 25.4 mg/dL, Triglycerides 112.7 mg/dL
Active conditions: Essential Hypertension
Medications: Simvastatin 20 MG Oral Tablet, Hydrochlorothiazide 25 MG Oral Tablet, lisinopril 10 MG Oral Tablet

Output:
## Risk Assessment

**Type 2 Diabetes: LOW**
- BMI 28.8 (overweight)
- Age 55 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: 44yo Female
Vitals: BP 110/81 mmHg, BMI 29.5, Weight 85.8 kg, HR 93 bpm
Labs: Total Cholesterol 229.6 mg/dL, HDL Cholesterol 49.4 mg/dL, Triglycerides 122.5 mg/dL

Output:
## Risk Assessment

**Type 2 Diabetes: LOW**
- BMI 29.5 (overweight)

**Hypertension: MODERATE**
- BP 110/81 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: 21yo Female
Vitals: BP 106/69 mmHg, BMI 20.6, Weight 53.2 kg, HR 82 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: 32yo Female
Vitals: BP 124/74 mmHg, BMI 29.1, Weight 70.5 kg, HR 79 bpm
Labs: Glucose 84.8 mg/dL, HbA1c 6.2 %, Total Cholesterol 143.0 mg/dL, HDL Cholesterol 57.2 mg/dL, Triglycerides 106.2 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%)
- BMI 29.1 (overweight)
- History of prediabetes

**Hypertension: LOW**
- BP 124/74 mmHg (slightly elevated)

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


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

Input:
Patient: 72yo Female
Vitals: BP 139/86 mmHg, BMI 27.8, Weight 67.9 kg, HR 83 bpm
Labs: Glucose 67.7 mg/dL, HbA1c 6.3 %, Total Cholesterol 158.8 mg/dL, HDL Cholesterol 63.9 mg/dL, Triglycerides 151.1 mg/dL, Creatinine 3.0 mg/dL
Active conditions: Prediabetes
Medications: Simvastatin 10 MG Oral Tablet

Output:
## Risk Assessment

**Type 2 Diabetes: MODERATE**
- HbA1c 6.3% (prediabetes range 5.7-6.4%)
- BMI 27.8 (overweight)
- Age 72 years (≥45 increases risk)
- History of prediabetes

**Hypertension: MODERATE**
- BP 139/86 mmHg (elevated)
- Age 72 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: 52yo Female
Vitals: BP 94/80 mmHg, BMI 35.3, Weight 87.2 kg, HR 71 bpm
Labs: Glucose 86.9 mg/dL, HbA1c 6.0 %, Total Cholesterol 201.4 mg/dL, HDL Cholesterol 36.3 mg/dL, Triglycerides 108.5 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 35.3 (obese)
- Age 52 years (≥45 increases risk)
- History of prediabetes

**Hypertension: MODERATE**
- BP 94/80 mmHg (elevated)
- BMI 35.3 (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: 21yo Female
Vitals: BP 91/73 mmHg, BMI 23.0, Weight 62.3 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: 29yo Male
Vitals: BP 114/72 mmHg, BMI 26.7, Weight 79.5 kg, HR 87 bpm

Output:
## Risk Assessment

**Type 2 Diabetes: LOW**
- BMI 26.7 (overweight)

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

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


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

Input:
Patient: 45yo Male
Vitals: BP 123/82 mmHg, BMI 29.5, Weight 78.6 kg, HR 74 bpm
Labs: Total Cholesterol 67.0 mg/dL, HDL Cholesterol 28.6 mg/dL, Triglycerides 113.5 mg/dL

Output:
## Risk Assessment

**Type 2 Diabetes: LOW**
- BMI 29.5 (overweight)
- Age 45 years (≥45 increases risk)

**Hypertension: MODERATE**
- BP 123/82 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: 24yo Female
Vitals: BP 130/78 mmHg, BMI 27.1, Weight 67.7 kg, HR 73 bpm

Output:
## Risk Assessment

**Type 2 Diabetes: LOW**
- BMI 27.1 (overweight)

**Hypertension: MODERATE**
- BP 130/78 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: 72yo Male
Vitals: BP 94/67 mmHg, BMI 27.8, Weight 88.6 kg, HR 70 bpm
Labs: Glucose 87.5 mg/dL, Glucose (serum) 96.3 mg/dL, HbA1c 6.0 %, Total Cholesterol 175.5 mg/dL, HDL Cholesterol 57.2 mg/dL, Triglycerides 143.0 mg/dL, Creatinine 0.9 mg/dL
Active conditions: Prediabetes
Medications: Simvastatin 20 MG Oral Tablet

Output:
## Risk Assessment

**Type 2 Diabetes: MODERATE**
- HbA1c 6.0% (prediabetes range 5.7-6.4%)
- BMI 27.8 (overweight)
- Age 72 years (≥45 increases risk)
- History of prediabetes

**Hypertension: LOW**
- Age 72 years (≥55 increases risk)

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