Instruction: Based on the following patient record, assess 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 101/80 mmHg, BMI 15.2, Weight 20.5 kg, HR 91 bpm

Output:
## Risk Assessment

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

**Hypertension: MODERATE**
- BP 101/80 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: 46yo Male
Vitals: BP 115/73 mmHg, BMI 27.7, Weight 95.9 kg, HR 77 bpm
Labs: Glucose 93.7 mg/dL, HbA1c 6.2 %, Total Cholesterol 207.7 mg/dL, HDL Cholesterol 53.7 mg/dL, Triglycerides 146.0 mg/dL, Creatinine 1.3 mg/dL
Active conditions: Prediabetes

Output:
## Risk Assessment

**Type 2 Diabetes: MODERATE**
- HbA1c 6.2% (prediabetes range 5.7-6.4%)
- BMI 27.7 (overweight)
- Age 46 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: 50yo Male
Vitals: BP 127/82 mmHg, BMI 30.3, Weight 83.7 kg, HR 63 bpm
Labs: Total Cholesterol 126.8 mg/dL, HDL Cholesterol 55.7 mg/dL, Triglycerides 135.7 mg/dL

Output:
## Risk Assessment

**Type 2 Diabetes: MODERATE**
- BMI 30.3 (obese)
- Age 50 years (≥45 increases risk)

**Hypertension: MODERATE**
- BP 127/82 mmHg (elevated)
- BMI 30.3 (obesity increases BP risk)

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


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

Input:
Patient: 3yo Female
Vitals: BP 108/89 mmHg, BMI 16.7, Weight 14.1 kg, HR 82 bpm

Output:
## Risk Assessment

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

**Hypertension: MODERATE**
- BP 108/89 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: 50yo Female
Vitals: BP 100/83 mmHg, BMI 34.6, Weight 92.6 kg, HR 61 bpm
Labs: Total Cholesterol 140.2 mg/dL, HDL Cholesterol 54.4 mg/dL, Triglycerides 119.3 mg/dL

Output:
## Risk Assessment

**Type 2 Diabetes: MODERATE**
- BMI 34.6 (obese)
- Age 50 years (≥45 increases risk)

**Hypertension: MODERATE**
- BP 100/83 mmHg (elevated)
- BMI 34.6 (obesity increases BP risk)

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


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

Input:
Patient: 58yo Female
Vitals: BP 132/83 mmHg, BMI 27.7, Weight 74.6 kg, HR 74 bpm
Labs: Glucose 86.7 mg/dL, HbA1c 6.4 %, Total Cholesterol 133.9 mg/dL, HDL Cholesterol 51.0 mg/dL, Triglycerides 108.3 mg/dL, Creatinine 0.7 mg/dL
Active conditions: Prediabetes

Output:
## Risk Assessment

**Type 2 Diabetes: MODERATE**
- HbA1c 6.4% (prediabetes range 5.7-6.4%)
- BMI 27.7 (overweight)
- Age 58 years (≥45 increases risk)
- History of prediabetes

**Hypertension: MODERATE**
- BP 132/83 mmHg (elevated)
- Age 58 years (≥55 increases risk)

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


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

Input:
Patient: 37yo Male
Vitals: BP 137/85 mmHg, BMI 27.6, Weight 92.6 kg, HR 63 bpm
Labs: Glucose 87.9 mg/dL, HbA1c 6.4 %, Total Cholesterol 196.0 mg/dL, HDL Cholesterol 29.3 mg/dL, Triglycerides 106.6 mg/dL, Creatinine 1.5 mg/dL
Active conditions: Prediabetes

Output:
## Risk Assessment

**Type 2 Diabetes: MODERATE**
- HbA1c 6.4% (prediabetes range 5.7-6.4%)
- BMI 27.6 (overweight)
- History of prediabetes

**Hypertension: MODERATE**
- BP 137/85 mmHg (elevated)

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


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

Input:
Patient: 78yo Female
Vitals: BP 105/72 mmHg, BMI 27.3, Weight 74.5 kg, HR 70 bpm
Labs: Glucose 121.8 mg/dL, HbA1c 6.8 %, Total Cholesterol 231.2 mg/dL, HDL Cholesterol 55.1 mg/dL, Triglycerides 150.7 mg/dL, Creatinine 0.6 mg/dL
Active conditions: Prediabetes, Essential Hypertension, Type 2 Diabetes
Medications: rosuvastatin calcium 20 MG Oral Tablet, lisinopril 40 MG Oral Tablet, Hydrochlorothiazide 25 MG Oral Tablet, amLODIPine 2.5 MG Oral Tablet

Output:
## Risk Assessment

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

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

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


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

Input:
Patient: 14yo Female
Vitals: BP 124/81 mmHg, BMI 22.5, Weight 60.6 kg, HR 79 bpm

Output:
## Risk Assessment

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

**Hypertension: MODERATE**
- BP 124/81 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: 83yo Male
Vitals: BP 113/72 mmHg, BMI 27.5, Weight 82.9 kg, HR 61 bpm
Labs: Glucose 71.3 mg/dL, Glucose (serum) 90.3 mg/dL, Total Cholesterol 164.1 mg/dL, HDL Cholesterol 73.2 mg/dL, Triglycerides 108.7 mg/dL, Creatinine 2.8 mg/dL
Active conditions: Essential Hypertension, Diabetic Kidney Disease
Medications: Simvastatin 20 MG Oral Tablet, Simvastatin 10 MG Oral Tablet, Hydrochlorothiazide 25 MG Oral Tablet, lisinopril 10 MG Oral Tablet

Output:
## Risk Assessment

**Type 2 Diabetes: LOW**
- BMI 27.5 (overweight)
- Age 83 years (≥45 increases risk)

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

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


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

Input:
Patient: 57yo Male
Vitals: BP 130/67 mmHg, BMI 29.4, Weight 88.3 kg, HR 100 bpm
Labs: Total Cholesterol 140.0 mg/dL, HDL Cholesterol 46.1 mg/dL, Triglycerides 129.7 mg/dL

Output:
## Risk Assessment

**Type 2 Diabetes: LOW**
- BMI 29.4 (overweight)
- Age 57 years (≥45 increases risk)

**Hypertension: MODERATE**
- BP 130/67 mmHg (elevated)
- Age 57 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: 9yo Female
Vitals: BP 125/75 mmHg, BMI 20.2, Weight 30.9 kg, HR 80 bpm

Output:
## Risk Assessment

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

**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: 2yo Female
Vitals: BP 118/75 mmHg, BMI 17.0, Weight 13.7 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: 39yo Female
Vitals: BP 117/76 mmHg, BMI 31.2, Weight 97.2 kg, HR 66 bpm
Labs: Total Cholesterol 132.2 mg/dL, HDL Cholesterol 32.6 mg/dL, Triglycerides 127.5 mg/dL

Output:
## Risk Assessment

**Type 2 Diabetes: MODERATE**
- BMI 31.2 (obese)

**Hypertension: MODERATE**
- BMI 31.2 (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: 16yo Female
Vitals: BP 118/74 mmHg, BMI 30.6, Weight 93.5 kg, HR 72 bpm

Output:
## Risk Assessment

**Type 2 Diabetes: MODERATE**
- BMI 30.6 (obese)

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

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


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

Input:
Patient: 26yo Male
Vitals: BP 103/84 mmHg, BMI 26.3, Weight 87.4 kg, HR 92 bpm

Output:
## Risk Assessment

**Type 2 Diabetes: LOW**
- BMI 26.3 (overweight)

**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: 39yo Female
Vitals: BP 103/67 mmHg, BMI 28.6, Weight 76.3 kg, HR 68 bpm
Labs: Glucose 71.1 mg/dL, HbA1c 6.3 %, Total Cholesterol 200.6 mg/dL, HDL Cholesterol 53.5 mg/dL, Triglycerides 129.0 mg/dL, Creatinine 0.9 mg/dL
Active conditions: Prediabetes

Output:
## Risk Assessment

**Type 2 Diabetes: MODERATE**
- HbA1c 6.3% (prediabetes range 5.7-6.4%)
- BMI 28.6 (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: 68yo Male
Vitals: BP 123/77 mmHg, BMI 29.2, Weight 92.6 kg, HR 63 bpm
Labs: Glucose 94.9 mg/dL, Glucose (serum) 94.9 mg/dL, HbA1c 2.8 %, Total Cholesterol 226.1 mg/dL, HDL Cholesterol 54.4 mg/dL, Triglycerides 108.0 mg/dL, Creatinine 2.3 mg/dL
Active conditions: Prediabetes, Essential Hypertension, Type 2 Diabetes, 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], 24 HR Metformin hydrochloride 500 MG Extended Release Oral Tablet, lisinopril 10 MG Oral Tablet

Output:
## Risk Assessment

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

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

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


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

Input:
Patient: 66yo Female
Vitals: BP 112/95 mmHg, BMI 27.8, Weight 79.3 kg, HR 66 bpm
Labs: Glucose 82.2 mg/dL, HbA1c 6.2 %, Total Cholesterol 148.7 mg/dL, HDL Cholesterol 30.9 mg/dL, Triglycerides 131.2 mg/dL, Creatinine 0.7 mg/dL
Active conditions: Prediabetes, Essential Hypertension
Medications: lisinopril 10 MG Oral Tablet

Output:
## Risk Assessment

**Type 2 Diabetes: MODERATE**
- HbA1c 6.2% (prediabetes range 5.7-6.4%)
- BMI 27.8 (overweight)
- Age 66 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 114/78 mmHg, BMI 29.4, Weight 83.4 kg, HR 70 bpm
Labs: Glucose 90.8 mg/dL, HbA1c 6.1 %, Total Cholesterol 193.5 mg/dL, HDL Cholesterol 57.6 mg/dL, Triglycerides 144.3 mg/dL, Creatinine 1.1 mg/dL
Active conditions: Prediabetes

Output:
## Risk Assessment

**Type 2 Diabetes: MODERATE**
- HbA1c 6.1% (prediabetes range 5.7-6.4%)
- BMI 29.4 (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: 16yo Male
Vitals: BP 106/85 mmHg, BMI 26.3, Weight 84.5 kg, HR 97 bpm

Output:
## Risk Assessment

**Type 2 Diabetes: LOW**
- BMI 26.3 (overweight)

**Hypertension: MODERATE**
- BP 106/85 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: 45yo Male
Vitals: BP 99/76 mmHg, BMI 29.2, Weight 81.6 kg, HR 64 bpm
Labs: Total Cholesterol 181.5 mg/dL, HDL Cholesterol 55.6 mg/dL, Triglycerides 103.3 mg/dL

Output:
## Risk Assessment

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

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

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


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

Input:
Patient: 19yo Female
Vitals: BP 102/85 mmHg, BMI 20.5, Weight 57.6 kg, HR 72 bpm

Output:
## Risk Assessment

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

**Hypertension: MODERATE**
- BP 102/85 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: 99yo Male
Vitals: BP 112/63 mmHg, BMI 27.9, Weight 93.1 kg, HR 92 bpm
Labs: Glucose 65.9 mg/dL, HbA1c 6.0 %, Total Cholesterol 199.5 mg/dL, HDL Cholesterol 40.4 mg/dL, Triglycerides 150.8 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 6.0% (prediabetes range 5.7-6.4%)
- BMI 27.9 (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: 37yo Male
Vitals: BP 120/79 mmHg, BMI 27.1, Weight 98.0 kg, HR 79 bpm
Labs: Glucose 64.5 mg/dL, HbA1c 6.4 %, Total Cholesterol 304.1 mg/dL, HDL Cholesterol 66.1 mg/dL, Triglycerides 106.6 mg/dL, Creatinine 1.4 mg/dL
Active conditions: Prediabetes

Output:
## Risk Assessment

**Type 2 Diabetes: MODERATE**
- HbA1c 6.4% (prediabetes range 5.7-6.4%)
- BMI 27.1 (overweight)
- History of prediabetes

**Hypertension: LOW**
- BP 120/79 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: 59yo Female
Vitals: BP 111/85 mmHg, BMI 30.5, Weight 86.1 kg, HR 62 bpm
Labs: Glucose 74.2 mg/dL, HbA1c 6.2 %, Total Cholesterol 190.6 mg/dL, HDL Cholesterol 56.5 mg/dL, Triglycerides 100.1 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 30.5 (obese)
- Age 59 years (≥45 increases risk)
- History of prediabetes

**Hypertension: MODERATE**
- BP 111/85 mmHg (elevated)
- BMI 30.5 (obesity increases BP risk)
- Age 59 years (≥55 increases risk)

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


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

Input:
Patient: 69yo Female
Vitals: BP 127/81 mmHg, BMI 30.4, Weight 82.4 kg, HR 72 bpm
Labs: Glucose 85.8 mg/dL, HbA1c 6.1 %, Total Cholesterol 116.9 mg/dL, HDL Cholesterol 55.0 mg/dL, Triglycerides 128.4 mg/dL, Creatinine 1.2 mg/dL
Active conditions: Prediabetes

Output:
## Risk Assessment

**Type 2 Diabetes: MODERATE**
- HbA1c 6.1% (prediabetes range 5.7-6.4%)
- BMI 30.4 (obese)
- Age 69 years (≥45 increases risk)
- History of prediabetes

**Hypertension: MODERATE**
- BP 127/81 mmHg (elevated)
- BMI 30.4 (obesity increases BP risk)
- Age 69 years (≥55 increases risk)

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


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

Input:
Patient: 58yo Female
Vitals: BP 128/90 mmHg, BMI 27.6, Weight 73.9 kg, HR 97 bpm
Labs: Glucose 89.9 mg/dL, Glucose (serum) 89.9 mg/dL, HbA1c 3.1 %, Total Cholesterol 195.7 mg/dL, HDL Cholesterol 46.9 mg/dL, Triglycerides 160.3 mg/dL, Creatinine 2.8 mg/dL
Active conditions: Prediabetes, Essential Hypertension, Diabetic Kidney Disease
Medications: Simvastatin 20 MG Oral Tablet, Simvastatin 10 MG Oral Tablet, insulin isophane  human 70 UNT/ML / insulin  regular  human 30 UNT/ML Injectable Suspension [Humulin], lisinopril 10 MG Oral Tablet

Output:
## Risk Assessment

**Type 2 Diabetes: MODERATE**
- BMI 27.6 (overweight)
- Age 58 years (≥45 increases risk)
- History of prediabetes

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

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


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

Input:
Patient: 50yo Male
Vitals: BP 105/72 mmHg, BMI 30.6, Weight 89.6 kg, HR 61 bpm
Labs: Total Cholesterol 134.9 mg/dL, HDL Cholesterol 57.6 mg/dL, Triglycerides 121.9 mg/dL

Output:
## Risk Assessment

**Type 2 Diabetes: MODERATE**
- BMI 30.6 (obese)
- Age 50 years (≥45 increases risk)

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

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


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

Input:
Patient: 25yo Male
Vitals: BP 105/84 mmHg, BMI 28.9, Weight 83.4 kg, HR 64 bpm

Output:
## Risk Assessment

**Type 2 Diabetes: LOW**
- BMI 28.9 (overweight)

**Hypertension: MODERATE**
- BP 105/84 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: 20yo Male
Vitals: BP 123/91 mmHg, BMI 19.4, Weight 59.0 kg, HR 81 bpm

Output:
## Risk Assessment

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

**Hypertension: HIGH**
- BP 123/91 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: 65yo Female
Vitals: BP 107/77 mmHg, BMI 28.0, Weight 80.9 kg, HR 90 bpm
Labs: Glucose 87.1 mg/dL, HbA1c 6.3 %, Total Cholesterol 167.1 mg/dL, HDL Cholesterol 45.7 mg/dL, Triglycerides 105.1 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 28.0 (overweight)
- 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: 62yo Male
Vitals: BP 116/80 mmHg, BMI 28.8, Weight 102.4 kg, HR 68 bpm
Labs: Glucose 82.4 mg/dL, HbA1c 6.0 %, Total Cholesterol 161.6 mg/dL, HDL Cholesterol 32.3 mg/dL, Triglycerides 142.5 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 28.8 (overweight)
- Age 62 years (≥45 increases risk)
- History of prediabetes

**Hypertension: MODERATE**
- BP 116/80 mmHg (elevated)
- Age 62 years (≥55 increases risk)

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


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

Input:
Patient: 42yo Male
Vitals: BP 108/74 mmHg, BMI 27.8, Weight 91.7 kg, HR 83 bpm
Labs: Glucose 75.3 mg/dL, HbA1c 5.5 %, Total Cholesterol 148.0 mg/dL, HDL Cholesterol 53.3 mg/dL, Triglycerides 133.0 mg/dL, Creatinine 1.3 mg/dL
Active conditions: Type 2 Diabetes, Diabetic Retinopathy
Medications: 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**
- No significant risk factors identified

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


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

Input:
Patient: 47yo Male
Vitals: BP 159/120 mmHg, BMI 27.7, Weight 92.2 kg, HR 78 bpm
Labs: Glucose 97.1 mg/dL, HbA1c 6.9 %, Total Cholesterol 182.5 mg/dL, HDL Cholesterol 54.9 mg/dL, Triglycerides 146.1 mg/dL, Creatinine 1.4 mg/dL
Active conditions: Prediabetes, Type 2 Diabetes

Output:
## Risk Assessment

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

**Hypertension: HIGH**
- BP 159/120 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: 19yo Male
Vitals: BP 138/93 mmHg, BMI 21.4, Weight 65.2 kg, HR 66 bpm

Output:
## Risk Assessment

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

**Hypertension: HIGH**
- BP 138/93 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: 59yo Female
Vitals: BP 109/97 mmHg, BMI 28.0, Weight 65.1 kg, HR 91 bpm
Labs: Total Cholesterol 153.0 mg/dL, HDL Cholesterol 53.5 mg/dL, Triglycerides 145.0 mg/dL
Active conditions: Essential Hypertension
Medications: lisinopril 10 MG Oral Tablet, amLODIPine 2.5 MG Oral Tablet

Output:
## Risk Assessment

**Type 2 Diabetes: LOW**
- BMI 28.0 (overweight)
- Age 59 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: 13yo Male
Vitals: BP 101/78 mmHg, BMI 21.7, Weight 58.0 kg, HR 94 bpm

Output:
## Risk Assessment

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

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

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


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

Input:
Patient: 2yo Female
Vitals: BP 96/87 mmHg, Weight 11.4 kg, HR 79 bpm

Output:
## Risk Assessment

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

**Hypertension: MODERATE**
- BP 96/87 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: 15yo Male
Vitals: BP 119/64 mmHg, BMI 19.0, Weight 43.4 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: 35yo Male
Vitals: BP 120/88 mmHg, BMI 25.3, Weight 73.7 kg, HR 81 bpm
Labs: Glucose 65.2 mg/dL, HbA1c 5.8 %, Total Cholesterol 127.3 mg/dL, HDL Cholesterol 34.0 mg/dL, Triglycerides 125.5 mg/dL, Creatinine 1.1 mg/dL
Active conditions: Prediabetes

Output:
## Risk Assessment

**Type 2 Diabetes: MODERATE**
- HbA1c 5.8% (prediabetes range 5.7-6.4%)
- BMI 25.3 (overweight)
- History of prediabetes

**Hypertension: MODERATE**
- BP 120/88 mmHg (elevated)

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


Instruction: Based on the following patient record, assess 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 127/92 mmHg, BMI 29.3, Weight 93.4 kg, HR 87 bpm
Labs: Glucose 85.1 mg/dL, HbA1c 6.3 %, Total Cholesterol 209.6 mg/dL, HDL Cholesterol 55.4 mg/dL, Triglycerides 141.8 mg/dL, Creatinine 1.5 mg/dL
Active conditions: Prediabetes

Output:
## Risk Assessment

**Type 2 Diabetes: MODERATE**
- HbA1c 6.3% (prediabetes range 5.7-6.4%)
- BMI 29.3 (overweight)
- History of prediabetes

**Hypertension: HIGH**
- BP 127/92 mmHg (Stage 1+ hypertension)

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


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

Input:
Patient: 19yo Female
Vitals: BP 122/73 mmHg, BMI 21.2, Weight 55.3 kg, HR 61 bpm

Output:
## Risk Assessment

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

**Hypertension: LOW**
- BP 122/73 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: 63yo Female
Vitals: BP 129/93 mmHg, BMI 27.8, Weight 76.7 kg, HR 69 bpm
Labs: Glucose 112.3 mg/dL, HbA1c 7.0 %, Total Cholesterol 204.1 mg/dL, HDL Cholesterol 45.6 mg/dL, Triglycerides 176.1 mg/dL, Creatinine 1.0 mg/dL
Active conditions: Prediabetes, Essential Hypertension, Type 2 Diabetes
Medications: lisinopril 10 MG Oral Tablet

Output:
## Risk Assessment

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

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

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


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

Input:
Patient: 68yo Male
Vitals: BP 105/85 mmHg, BMI 28.0, Weight 85.4 kg, HR 96 bpm
Labs: Total Cholesterol 180.7 mg/dL, HDL Cholesterol 61.9 mg/dL, Triglycerides 116.9 mg/dL
Active conditions: Essential Hypertension
Medications: atorvastatin 20 MG Oral Tablet, lisinopril 5 MG Oral Tablet, Hydrochlorothiazide 25 MG Oral Tablet, lisinopril 10 MG Oral Tablet, amLODIPine 2.5 MG Oral Tablet

Output:
## Risk Assessment

**Type 2 Diabetes: LOW**
- BMI 28.0 (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: 43yo Female
Vitals: BP 103/77 mmHg, BMI 30.4, Weight 83.2 kg, HR 61 bpm
Labs: Total Cholesterol 140.5 mg/dL, HDL Cholesterol 58.4 mg/dL, Triglycerides 120.9 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: 31yo Male
Vitals: BP 143/81 mmHg, BMI 27.3, Weight 76.3 kg, HR 88 bpm
Labs: Total Cholesterol 197.2 mg/dL, HDL Cholesterol 33.5 mg/dL, Triglycerides 122.1 mg/dL

Output:
## Risk Assessment

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

**Hypertension: HIGH**
- BP 143/81 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: 17yo Female
Vitals: BP 109/82 mmHg, BMI 28.3, Weight 81.8 kg, HR 82 bpm

Output:
## Risk Assessment

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

**Hypertension: MODERATE**
- BP 109/82 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: 5yo Male
Vitals: BP 112/76 mmHg, BMI 17.0, Weight 22.2 kg, HR 81 bpm

Output:
## Risk Assessment

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

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

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


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

Input:
Patient: 47yo Female
Vitals: BP 124/80 mmHg, BMI 30.3, Weight 78.3 kg, HR 66 bpm
Labs: Total Cholesterol 203.6 mg/dL, HDL Cholesterol 57.3 mg/dL, Triglycerides 136.4 mg/dL

Output:
## Risk Assessment

**Type 2 Diabetes: MODERATE**
- BMI 30.3 (obese)
- Age 47 years (≥45 increases risk)

**Hypertension: MODERATE**
- BP 124/80 mmHg (elevated)
- BMI 30.3 (obesity increases BP risk)

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


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

Input:
Patient: 45yo Male
Vitals: BP 112/78 mmHg, BMI 29.6, Weight 79.9 kg, HR 72 bpm
Labs: Glucose 68.2 mg/dL, HbA1c 6.4 %, Total Cholesterol 244.4 mg/dL, HDL Cholesterol 42.8 mg/dL, Triglycerides 108.6 mg/dL, Creatinine 1.3 mg/dL
Active conditions: Prediabetes

Output:
## Risk Assessment

**Type 2 Diabetes: MODERATE**
- HbA1c 6.4% (prediabetes range 5.7-6.4%)
- BMI 29.6 (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: 29yo Female
Vitals: BP 149/107 mmHg, BMI 28.0, Weight 77.6 kg, HR 64 bpm

Output:
## Risk Assessment

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

**Hypertension: HIGH**
- BP 149/107 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: 35yo Female
Vitals: BP 119/85 mmHg, BMI 30.7, Weight 77.9 kg, HR 81 bpm
Labs: Total Cholesterol 239.0 mg/dL, HDL Cholesterol 52.6 mg/dL, Triglycerides 116.5 mg/dL

Output:
## Risk Assessment

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

**Hypertension: MODERATE**
- BP 119/85 mmHg (elevated)
- BMI 30.7 (obesity increases BP risk)

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


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

Input:
Patient: 61yo Male
Vitals: BP 100/62 mmHg, BMI 27.6, Weight 77.2 kg, HR 88 bpm
Labs: Glucose 120.5 mg/dL, Glucose (serum) 120.5 mg/dL, HbA1c 3.9 %, Total Cholesterol 213.0 mg/dL, HDL Cholesterol 50.0 mg/dL, Triglycerides 187.7 mg/dL, Creatinine 2.0 mg/dL
Active conditions: Prediabetes, Type 2 Diabetes, Diabetic Kidney Disease
Medications: pravastatin sodium 40 MG Oral Tablet, Simvastatin 20 MG Oral Tablet, insulin isophane  human 70 UNT/ML / insulin  regular  human 30 UNT/ML Injectable Suspension [Humulin]

Output:
## Risk Assessment

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

**Hypertension: LOW**
- Age 61 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: 72yo Male
Vitals: BP 126/85 mmHg, BMI 27.8, Weight 97.1 kg, HR 87 bpm
Labs: Glucose 74.6 mg/dL, Total Cholesterol 193.1 mg/dL, HDL Cholesterol 67.2 mg/dL, Triglycerides 119.9 mg/dL, Creatinine 3.2 mg/dL
Active conditions: Essential Hypertension
Medications: lisinopril 10 MG Oral Tablet, Simvastatin 10 MG Oral Tablet

Output:
## Risk Assessment

**Type 2 Diabetes: LOW**
- BMI 27.8 (overweight)
- Age 72 years (≥45 increases risk)

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

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


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

Input:
Patient: 27yo Female
Vitals: BP 134/82 mmHg, BMI 26.7, Weight 69.6 kg, HR 81 bpm

Output:
## Risk Assessment

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

**Hypertension: MODERATE**
- BP 134/82 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: 25yo Male
Vitals: BP 110/75 mmHg, BMI 24.3, Weight 76.2 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: 37yo Male
Vitals: BP 113/69 mmHg, BMI 30.2, Weight 96.6 kg, HR 69 bpm
Labs: Total Cholesterol 134.9 mg/dL, HDL Cholesterol 46.4 mg/dL, Triglycerides 131.4 mg/dL

Output:
## Risk Assessment

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

**Hypertension: MODERATE**
- 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: 54yo Female
Vitals: BP 128/87 mmHg, BMI 27.7, Weight 76.0 kg, HR 60 bpm
Labs: Glucose 89.3 mg/dL, HbA1c 5.9 %, Total Cholesterol 184.6 mg/dL, HDL Cholesterol 50.6 mg/dL, Triglycerides 129.4 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 27.7 (overweight)
- Age 54 years (≥45 increases risk)
- History of prediabetes

**Hypertension: MODERATE**
- BP 128/87 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: 10yo Male
Vitals: BP 123/67 mmHg, BMI 19.2, Weight 33.9 kg, HR 74 bpm

Output:
## Risk Assessment

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

**Hypertension: LOW**
- BP 123/67 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: 74yo Male
Vitals: BP 126/83 mmHg, BMI 30.3, Weight 104.5 kg, HR 66 bpm
Labs: Glucose 64.9 mg/dL, HbA1c 5.8 %, Total Cholesterol 157.3 mg/dL, HDL Cholesterol 68.6 mg/dL, Triglycerides 112.3 mg/dL, Creatinine 2.7 mg/dL
Active conditions: Prediabetes, Essential Hypertension
Medications: lisinopril 10 MG Oral Tablet, amLODIPine 2.5 MG Oral Tablet, Simvastatin 10 MG Oral Tablet

Output:
## Risk Assessment

**Type 2 Diabetes: MODERATE**
- HbA1c 5.8% (prediabetes range 5.7-6.4%)
- BMI 30.3 (obese)
- 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: 16yo Female
Vitals: BP 123/86 mmHg, BMI 22.0, Weight 60.5 kg, HR 86 bpm

Output:
## Risk Assessment

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

**Hypertension: MODERATE**
- BP 123/86 mmHg (elevated)

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


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

Input:
Patient: 73yo Female
Vitals: BP 116/73 mmHg, BMI 28.1, Weight 70.5 kg, HR 71 bpm
Labs: Glucose 74.2 mg/dL, Glucose (serum) 80.7 mg/dL, HbA1c 3.0 %, Total Cholesterol 197.2 mg/dL, HDL Cholesterol 53.1 mg/dL, Triglycerides 149.9 mg/dL, Creatinine 0.7 mg/dL
Active conditions: Prediabetes, Essential Hypertension, Diabetic Kidney Disease
Medications: insulin isophane  human 70 UNT/ML / insulin  regular  human 30 UNT/ML Injectable Suspension [Humulin], Hydrochlorothiazide 25 MG Oral Tablet, lisinopril 10 MG Oral Tablet

Output:
## Risk Assessment

**Type 2 Diabetes: MODERATE**
- BMI 28.1 (overweight)
- Age 73 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: 43yo Female
Vitals: BP 90/79 mmHg, BMI 27.5, Weight 70.1 kg, HR 79 bpm
Labs: Glucose 77.1 mg/dL, HbA1c 5.9 %, Total Cholesterol 270.9 mg/dL, HDL Cholesterol 47.5 mg/dL, Triglycerides 119.3 mg/dL, Creatinine 0.8 mg/dL
Active conditions: Prediabetes

Output:
## Risk Assessment

**Type 2 Diabetes: MODERATE**
- HbA1c 5.9% (prediabetes range 5.7-6.4%)
- BMI 27.5 (overweight)
- History of prediabetes

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

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


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

Input:
Patient: 34yo Male
Vitals: BP 115/74 mmHg, BMI 27.0, Weight 80.8 kg, HR 71 bpm
Labs: Total Cholesterol 216.7 mg/dL, HDL Cholesterol 53.3 mg/dL, Triglycerides 149.1 mg/dL

Output:
## Risk Assessment

**Type 2 Diabetes: LOW**
- BMI 27.0 (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: 104yo Female
Vitals: BP 102/68 mmHg, BMI 40.0, Weight 98.2 kg, HR 65 bpm
Labs: Total Cholesterol 186.0 mg/dL, HDL Cholesterol 54.7 mg/dL, Triglycerides 103.6 mg/dL

Output:
## Risk Assessment

**Type 2 Diabetes: MODERATE**
- BMI 40.0 (obese)
- Age 104 years (≥45 increases risk)

**Hypertension: MODERATE**
- BMI 40.0 (obesity increases BP risk)
- Age 104 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: 109yo Female
Vitals: BP 103/63 mmHg, BMI 30.4, Weight 62.3 kg, HR 60 bpm
Labs: Glucose 99.1 mg/dL, Total Cholesterol 183.6 mg/dL, HDL Cholesterol 46.8 mg/dL, Triglycerides 184.0 mg/dL, Creatinine 2.9 mg/dL
Medications: simvastatin 40 MG Oral Tablet, lisinopril 30 MG Oral Tablet, Simvastatin 20 MG Oral Tablet, Simvastatin 10 MG Oral Tablet

Output:
## Risk Assessment

**Type 2 Diabetes: MODERATE**
- BMI 30.4 (obese)
- Age 109 years (≥45 increases risk)

**Hypertension: MODERATE**
- BMI 30.4 (obesity increases BP risk)
- Age 109 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: 12yo Male
Vitals: BP 137/79 mmHg, BMI 20.5, Weight 43.8 kg, HR 67 bpm

Output:
## Risk Assessment

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

**Hypertension: MODERATE**
- BP 137/79 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: 2yo Female
Vitals: BP 93/74 mmHg, BMI 16.4, Weight 13.5 kg, HR 67 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: 71yo Female
Vitals: BP 107/66 mmHg, BMI 32.7, Weight 84.5 kg, HR 66 bpm
Labs: Glucose 68.5 mg/dL, HbA1c 6.2 %, Total Cholesterol 272.5 mg/dL, HDL Cholesterol 51.2 mg/dL, Triglycerides 115.2 mg/dL, Creatinine 0.7 mg/dL
Active conditions: Prediabetes
Medications: Simvastatin 20 MG Oral Tablet

Output:
## Risk Assessment

**Type 2 Diabetes: MODERATE**
- HbA1c 6.2% (prediabetes range 5.7-6.4%)
- BMI 32.7 (obese)
- Age 71 years (≥45 increases risk)
- History of prediabetes

**Hypertension: MODERATE**
- BMI 32.7 (obesity increases BP risk)
- Age 71 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 Male
Vitals: BP 110/85 mmHg, BMI 27.7, Weight 66.1 kg, HR 93 bpm
Labs: Total Cholesterol 179.7 mg/dL, HDL Cholesterol 57.2 mg/dL, Triglycerides 104.1 mg/dL

Output:
## Risk Assessment

**Type 2 Diabetes: LOW**
- BMI 27.7 (overweight)
- Age 52 years (≥45 increases risk)

**Hypertension: MODERATE**
- BP 110/85 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: 8yo Female
Vitals: BP 128/82 mmHg, BMI 13.9, Weight 21.5 kg, HR 76 bpm

Output:
## Risk Assessment

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

**Hypertension: MODERATE**
- BP 128/82 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: 31yo Female
Vitals: BP 140/74 mmHg, BMI 30.1, Weight 78.3 kg, HR 93 bpm
Labs: Glucose 76.7 mg/dL, HbA1c 5.9 %, Total Cholesterol 131.8 mg/dL, HDL Cholesterol 63.5 mg/dL, Triglycerides 143.9 mg/dL, Creatinine 1.1 mg/dL
Active conditions: Prediabetes

Output:
## Risk Assessment

**Type 2 Diabetes: MODERATE**
- HbA1c 5.9% (prediabetes range 5.7-6.4%)
- BMI 30.1 (obese)
- History of prediabetes

**Hypertension: HIGH**
- BP 140/74 mmHg (Stage 1+ hypertension)
- 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. 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: 60yo Male
Vitals: BP 114/58 mmHg, BMI 27.6, Weight 93.6 kg, HR 75 bpm
Labs: Glucose (serum) 98.6 mg/dL, HbA1c 5.0 %, Total Cholesterol 287.7 mg/dL, HDL Cholesterol 52.0 mg/dL, Triglycerides 121.2 mg/dL
Medications: Simvastatin 20 MG Oral Tablet

Output:
## Risk Assessment

**Type 2 Diabetes: LOW**
- BMI 27.6 (overweight)
- Age 60 years (≥45 increases risk)

**Hypertension: LOW**
- Age 60 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: 66yo Female
Vitals: BP 120/92 mmHg, BMI 27.1, Weight 68.5 kg, HR 83 bpm
Labs: Glucose 97.0 mg/dL, Glucose (serum) 93.7 mg/dL, HbA1c 3.1 %, Total Cholesterol 317.5 mg/dL, HDL Cholesterol 60.8 mg/dL, Triglycerides 105.3 mg/dL, Creatinine 0.6 mg/dL
Active conditions: Prediabetes, Essential Hypertension, Diabetic Kidney Disease
Medications: Simvastatin 20 MG Oral Tablet, insulin isophane  human 70 UNT/ML / insulin  regular  human 30 UNT/ML Injectable Suspension [Humulin], lisinopril 10 MG Oral Tablet

Output:
## Risk Assessment

**Type 2 Diabetes: MODERATE**
- BMI 27.1 (overweight)
- Age 66 years (≥45 increases risk)
- History of prediabetes

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

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


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

Input:
Patient: 53yo Male
Vitals: BP 140/82 mmHg, BMI 27.4, Weight 92.4 kg, HR 66 bpm
Labs: Glucose 96.8 mg/dL, HbA1c 5.4 %, Total Cholesterol 179.5 mg/dL, HDL Cholesterol 27.8 mg/dL, Triglycerides 123.8 mg/dL, Creatinine 1.1 mg/dL
Active conditions: Essential Hypertension, Type 2 Diabetes, Diabetic Neuropathy
Medications: Hydrochlorothiazide 25 MG Oral Tablet, 24 HR Metformin hydrochloride 500 MG Extended Release Oral Tablet, lisinopril 10 MG Oral Tablet

Output:
## Risk Assessment

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

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

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


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

Input:
Patient: 44yo Male
Vitals: BP 138/94 mmHg, BMI 29.3, Weight 98.6 kg, HR 75 bpm
Labs: Glucose 110.9 mg/dL, HbA1c 7.3 %, Total Cholesterol 224.4 mg/dL, HDL Cholesterol 42.5 mg/dL, Triglycerides 164.2 mg/dL, Creatinine 1.3 mg/dL
Active conditions: Type 2 Diabetes, Essential Hypertension
Medications: lisinopril 10 MG Oral Tablet

Output:
## Risk Assessment

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

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

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


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

Input:
Patient: 22yo Male
Vitals: BP 106/81 mmHg, BMI 29.1, Weight 94.7 kg, HR 71 bpm

Output:
## Risk Assessment

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

**Hypertension: MODERATE**
- BP 106/81 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: 23yo Male
Vitals: BP 118/79 mmHg, BMI 33.7, Weight 118.8 kg, HR 83 bpm

Output:
## Risk Assessment

**Type 2 Diabetes: MODERATE**
- BMI 33.7 (obese)

**Hypertension: MODERATE**
- BMI 33.7 (obesity increases BP risk)

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


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

Input:
Patient: 86yo Male
Vitals: BP 114/75 mmHg, BMI 28.0, Weight 87.1 kg, HR 87 bpm
Labs: Glucose 74.7 mg/dL, Total Cholesterol 201.0 mg/dL, HDL Cholesterol 36.1 mg/dL, Triglycerides 193.1 mg/dL, Creatinine 2.7 mg/dL
Active conditions: Essential Hypertension
Medications: Hydrochlorothiazide 25 MG Oral Tablet, amLODIPine 2.5 MG Oral Tablet, Simvastatin 10 MG Oral Tablet

Output:
## Risk Assessment

**Type 2 Diabetes: LOW**
- BMI 28.0 (overweight)
- Age 86 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: 69yo Female
Vitals: BP 101/86 mmHg, BMI 27.8, Weight 74.5 kg, HR 72 bpm
Labs: Total Cholesterol 193.4 mg/dL, HDL Cholesterol 60.0 mg/dL, Triglycerides 140.4 mg/dL

Output:
## Risk Assessment

**Type 2 Diabetes: LOW**
- BMI 27.8 (overweight)
- Age 69 years (≥45 increases risk)

**Hypertension: MODERATE**
- BP 101/86 mmHg (elevated)
- Age 69 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: 41yo Male
Vitals: BP 136/90 mmHg, BMI 28.0, Weight 80.4 kg, HR 86 bpm
Labs: Glucose 91.5 mg/dL, HbA1c 5.9 %, Total Cholesterol 225.9 mg/dL, HDL Cholesterol 63.6 mg/dL, Triglycerides 116.2 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 28.0 (overweight)
- History of prediabetes

**Hypertension: HIGH**
- BP 136/90 mmHg (Stage 1+ hypertension)

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


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

Input:
Patient: 34yo Female
Vitals: BP 122/68 mmHg, BMI 30.9, Weight 84.7 kg, HR 77 bpm
Labs: Total Cholesterol 159.3 mg/dL, HDL Cholesterol 53.0 mg/dL, Triglycerides 102.9 mg/dL

Output:
## Risk Assessment

**Type 2 Diabetes: MODERATE**
- BMI 30.9 (obese)

**Hypertension: MODERATE**
- BP 122/68 mmHg (slightly elevated)
- BMI 30.9 (obesity increases BP risk)

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


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

Input:
Patient: 48yo Male
Vitals: BP 108/77 mmHg, BMI 27.9, Weight 100.9 kg, HR 75 bpm
Labs: Glucose 97.4 mg/dL, HbA1c 6.4 %, Total Cholesterol 137.1 mg/dL, HDL Cholesterol 48.1 mg/dL, Triglycerides 111.5 mg/dL, Creatinine 1.4 mg/dL
Active conditions: Prediabetes

Output:
## Risk Assessment

**Type 2 Diabetes: MODERATE**
- HbA1c 6.4% (prediabetes range 5.7-6.4%)
- BMI 27.9 (overweight)
- Age 48 years (≥45 increases risk)
- History of prediabetes

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

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


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

Input:
Patient: 40yo Male
Vitals: BP 129/86 mmHg, BMI 30.0, Weight 91.2 kg, HR 74 bpm
Labs: Glucose 96.6 mg/dL, HbA1c 5.9 %, Total Cholesterol 164.4 mg/dL, HDL Cholesterol 55.8 mg/dL, Triglycerides 107.1 mg/dL, Creatinine 1.3 mg/dL
Active conditions: Prediabetes

Output:
## Risk Assessment

**Type 2 Diabetes: MODERATE**
- HbA1c 5.9% (prediabetes range 5.7-6.4%)
- BMI 30.0 (obese)
- History of prediabetes

**Hypertension: MODERATE**
- BP 129/86 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: 46yo Female
Vitals: BP 105/83 mmHg, BMI 28.9, Weight 70.3 kg, HR 95 bpm
Labs: Glucose 67.1 mg/dL, Total Cholesterol 157.4 mg/dL, HDL Cholesterol 57.2 mg/dL, Triglycerides 142.8 mg/dL, Creatinine 2.8 mg/dL
Medications: Simvastatin 10 MG Oral Tablet

Output:
## Risk Assessment

**Type 2 Diabetes: LOW**
- BMI 28.9 (overweight)
- Age 46 years (≥45 increases risk)

**Hypertension: MODERATE**
- BP 105/83 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: 14yo Male
Vitals: BP 107/86 mmHg, BMI 17.6, Weight 49.1 kg, HR 98 bpm

Output:
## Risk Assessment

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

**Hypertension: MODERATE**
- BP 107/86 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: 21yo Female
Vitals: BP 110/78 mmHg, BMI 30.8, Weight 77.9 kg, HR 61 bpm

Output:
## Risk Assessment

**Type 2 Diabetes: MODERATE**
- BMI 30.8 (obese)

**Hypertension: MODERATE**
- BMI 30.8 (obesity increases BP risk)

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


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

Input:
Patient: 73yo Male
Vitals: BP 100/54 mmHg, BMI 27.8, Weight 91.4 kg, HR 92 bpm
Labs: Glucose (serum) 86.5 mg/dL, Total Cholesterol 198.0 mg/dL, HDL Cholesterol 22.2 mg/dL, Triglycerides 132.4 mg/dL
Medications: Simvastatin 20 MG Oral Tablet

Output:
## Risk Assessment

**Type 2 Diabetes: LOW**
- BMI 27.8 (overweight)
- Age 73 years (≥45 increases risk)

**Hypertension: LOW**
- Age 73 years (≥55 increases risk)

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


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

Input:
Patient: 29yo Female
Vitals: BP 145/79 mmHg, BMI 31.1, Weight 94.7 kg, HR 80 bpm

Output:
## Risk Assessment

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

**Hypertension: HIGH**
- BP 145/79 mmHg (Stage 1+ hypertension)
- BMI 31.1 (obesity increases BP risk)

## Recommendations
1. Lifestyle counseling: diet modification, increase physical activity
2. Recheck glucose/HbA1c in 3-6 months
3. 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: 36yo Female
Vitals: BP 135/76 mmHg, BMI 27.8, Weight 77.9 kg, HR 65 bpm
Labs: Total Cholesterol 153.4 mg/dL, HDL Cholesterol 60.6 mg/dL, Triglycerides 117.6 mg/dL

Output:
## Risk Assessment

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

**Hypertension: MODERATE**
- BP 135/76 mmHg (elevated)

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


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

Input:
Patient: 8yo Male
Vitals: BP 137/87 mmHg, BMI 15.5, Weight 26.9 kg, HR 74 bpm

Output:
## Risk Assessment

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

**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: 47yo Female
Vitals: BP 119/82 mmHg, BMI 27.7, Weight 79.7 kg, HR 72 bpm
Labs: Glucose 77.8 mg/dL, HbA1c 6.4 %, Total Cholesterol 193.3 mg/dL, HDL Cholesterol 31.2 mg/dL, Triglycerides 181.5 mg/dL, Creatinine 3.5 mg/dL
Active conditions: Prediabetes
Medications: Simvastatin 10 MG Oral Tablet

Output:
## Risk Assessment

**Type 2 Diabetes: MODERATE**
- HbA1c 6.4% (prediabetes range 5.7-6.4%)
- BMI 27.7 (overweight)
- Age 47 years (≥45 increases risk)
- History of prediabetes

**Hypertension: MODERATE**
- BP 119/82 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: 69yo Female
Vitals: BP 114/71 mmHg, BMI 27.4, Weight 72.8 kg, HR 60 bpm
Labs: Glucose 97.7 mg/dL, HbA1c 6.2 %, Total Cholesterol 286.0 mg/dL, HDL Cholesterol 68.2 mg/dL, Triglycerides 124.4 mg/dL, Creatinine 1.0 mg/dL
Active conditions: Prediabetes
Medications: Simvastatin 20 MG Oral Tablet

Output:
## Risk Assessment

**Type 2 Diabetes: MODERATE**
- HbA1c 6.2% (prediabetes range 5.7-6.4%)
- BMI 27.4 (overweight)
- Age 69 years (≥45 increases risk)
- History of prediabetes

**Hypertension: LOW**
- Age 69 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: 5yo Female
Vitals: BP 117/90 mmHg, BMI 19.6, Weight 24.9 kg, HR 69 bpm

Output:
## Risk Assessment

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

**Hypertension: HIGH**
- BP 117/90 mmHg (Stage 1+ hypertension)

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


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

Input:
Patient: 13yo Female
Vitals: BP 124/79 mmHg, BMI 19.7, Weight 47.4 kg, HR 92 bpm

Output:
## Risk Assessment

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

**Hypertension: LOW**
- BP 124/79 mmHg (slightly elevated)

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


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

Input:
Patient: 17yo Male
Vitals: BP 107/77 mmHg, BMI 23.1, Weight 60.1 kg, HR 93 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: 22yo Female
Vitals: BP 129/80 mmHg, BMI 28.4, Weight 85.9 kg, HR 64 bpm

Output:
## Risk Assessment

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

**Hypertension: MODERATE**
- BP 129/80 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: 62yo Male
Vitals: BP 126/85 mmHg, BMI 30.0, Weight 96.4 kg, HR 75 bpm
Labs: Glucose 79.8 mg/dL, HbA1c 6.2 %, Total Cholesterol 161.2 mg/dL, HDL Cholesterol 58.9 mg/dL, Triglycerides 137.3 mg/dL, Creatinine 1.0 mg/dL
Active conditions: Prediabetes

Output:
## Risk Assessment

**Type 2 Diabetes: MODERATE**
- HbA1c 6.2% (prediabetes range 5.7-6.4%)
- BMI 30.0 (obese)
- Age 62 years (≥45 increases risk)
- History of prediabetes

**Hypertension: MODERATE**
- BP 126/85 mmHg (elevated)
- BMI 30.0 (obesity increases BP risk)
- Age 62 years (≥55 increases risk)

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


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

Input:
Patient: 44yo Female
Vitals: BP 122/77 mmHg, BMI 28.2, Weight 75.9 kg, HR 83 bpm
Labs: Glucose (serum) 76.7 mg/dL, Total Cholesterol 171.2 mg/dL, HDL Cholesterol 57.1 mg/dL, Triglycerides 124.6 mg/dL
Active conditions: Essential Hypertension, Diabetic Kidney Disease
Medications: amLODIPine 2.5 MG Oral Tablet

Output:
## Risk Assessment

**Type 2 Diabetes: LOW**
- BMI 28.2 (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: 4yo Female
Vitals: BP 114/83 mmHg, BMI 16.5, Weight 15.3 kg, HR 93 bpm

Output:
## Risk Assessment

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

**Hypertension: MODERATE**
- BP 114/83 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: 27yo Female
Vitals: BP 106/82 mmHg, BMI 24.2, Weight 56.8 kg, HR 71 bpm

Output:
## Risk Assessment

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

**Hypertension: MODERATE**
- BP 106/82 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: 31yo Female
Vitals: BP 110/71 mmHg, BMI 29.4, Weight 71.9 kg, HR 89 bpm
Labs: Total Cholesterol 165.4 mg/dL, HDL Cholesterol 47.9 mg/dL, Triglycerides 126.5 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: 25yo Male
Vitals: BP 101/86 mmHg, BMI 25.3, Weight 92.5 kg, HR 64 bpm

Output:
## Risk Assessment

**Type 2 Diabetes: LOW**
- BMI 25.3 (overweight)

**Hypertension: MODERATE**
- BP 101/86 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: 67yo Female
Vitals: BP 135/87 mmHg, BMI 28.5, Weight 76.4 kg, HR 66 bpm
Labs: Glucose 66.0 mg/dL, Total Cholesterol 173.5 mg/dL, HDL Cholesterol 52.6 mg/dL, Triglycerides 154.3 mg/dL, Creatinine 2.9 mg/dL
Medications: Simvastatin 10 MG Oral Tablet

Output:
## Risk Assessment

**Type 2 Diabetes: LOW**
- BMI 28.5 (overweight)
- Age 67 years (≥45 increases risk)

**Hypertension: MODERATE**
- BP 135/87 mmHg (elevated)
- Age 67 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: 10yo Female
Vitals: BP 97/69 mmHg, BMI 18.4, Weight 38.9 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 Male
Vitals: BP 136/93 mmHg, BMI 28.4, Weight 93.2 kg, HR 62 bpm
Labs: Total Cholesterol 148.5 mg/dL, HDL Cholesterol 59.4 mg/dL, Triglycerides 122.5 mg/dL

Output:
## Risk Assessment

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

**Hypertension: HIGH**
- BP 136/93 mmHg (Stage 1+ hypertension)

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


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

Input:
Patient: 77yo Female
Vitals: BP 83/49 mmHg, BMI 30.0, Weight 80.9 kg, HR 98 bpm
Labs: Glucose 76.3 mg/dL, Glucose (serum) 82.8 mg/dL, HbA1c 6.0 %, Total Cholesterol 150.4 mg/dL, HDL Cholesterol 58.5 mg/dL, Triglycerides 117.5 mg/dL, Creatinine 1.0 mg/dL
Active conditions: Prediabetes, Type 2 Diabetes, Essential Hypertension, Diabetic Retinopathy
Medications: Simvastatin 20 MG Oral Tablet, Hydrochlorothiazide 25 MG Oral Tablet, 24 HR Metformin hydrochloride 500 MG Extended Release Oral Tablet, lisinopril 10 MG Oral Tablet

Output:
## Risk Assessment

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

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

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


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

Input:
Patient: 39yo Female
Vitals: BP 115/64 mmHg, BMI 27.8, Weight 73.0 kg, HR 66 bpm
Labs: Glucose 80.5 mg/dL, HbA1c 6.4 %, Total Cholesterol 165.2 mg/dL, HDL Cholesterol 56.9 mg/dL, Triglycerides 123.5 mg/dL, Creatinine 0.9 mg/dL
Active conditions: Prediabetes

Output:
## Risk Assessment

**Type 2 Diabetes: MODERATE**
- HbA1c 6.4% (prediabetes range 5.7-6.4%)
- BMI 27.8 (overweight)
- History of prediabetes

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

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


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

Input:
Patient: 18yo Male
Vitals: BP 123/82 mmHg, BMI 22.2, Weight 69.6 kg, HR 61 bpm

Output:
## Risk Assessment

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

**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: 41yo Female
Vitals: BP 102/79 mmHg, BMI 27.8, Weight 79.4 kg, HR 61 bpm
Labs: Total Cholesterol 154.4 mg/dL, HDL Cholesterol 59.0 mg/dL, Triglycerides 135.8 mg/dL

Output:
## Risk Assessment

**Type 2 Diabetes: LOW**
- BMI 27.8 (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: 53yo Male
Vitals: BP 128/96 mmHg, BMI 27.7, Weight 71.0 kg, HR 77 bpm
Labs: Glucose 91.3 mg/dL, Total Cholesterol 166.1 mg/dL, HDL Cholesterol 39.6 mg/dL, Triglycerides 139.7 mg/dL, Creatinine 2.8 mg/dL
Active conditions: Essential Hypertension
Medications: lisinopril 10 MG Oral Tablet, Simvastatin 10 MG Oral Tablet

Output:
## Risk Assessment

**Type 2 Diabetes: LOW**
- BMI 27.7 (overweight)
- Age 53 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: 56yo Male
Vitals: BP 110/87 mmHg, BMI 28.9, Weight 93.2 kg, HR 90 bpm
Labs: Glucose 69.7 mg/dL, HbA1c 5.9 %, Total Cholesterol 311.7 mg/dL, HDL Cholesterol 51.9 mg/dL, Triglycerides 139.7 mg/dL, Creatinine 1.1 mg/dL
Active conditions: Prediabetes

Output:
## Risk Assessment

**Type 2 Diabetes: MODERATE**
- HbA1c 5.9% (prediabetes range 5.7-6.4%)
- BMI 28.9 (overweight)
- Age 56 years (≥45 increases risk)
- History of prediabetes

**Hypertension: MODERATE**
- BP 110/87 mmHg (elevated)
- 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: 17yo Female
Vitals: BP 131/76 mmHg, BMI 21.3, Weight 59.0 kg, HR 79 bpm

Output:
## Risk Assessment

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

**Hypertension: MODERATE**
- BP 131/76 mmHg (elevated)

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


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

Input:
Patient: 80yo Female
Vitals: BP 117/66 mmHg, BMI 27.8, Weight 63.4 kg, HR 78 bpm
Labs: Glucose 66.6 mg/dL, HbA1c 6.0 %, Total Cholesterol 195.0 mg/dL, HDL Cholesterol 55.4 mg/dL, Triglycerides 131.3 mg/dL, Creatinine 0.5 mg/dL
Active conditions: Prediabetes

Output:
## Risk Assessment

**Type 2 Diabetes: MODERATE**
- HbA1c 6.0% (prediabetes range 5.7-6.4%)
- BMI 27.8 (overweight)
- Age 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: 28yo Male
Vitals: BP 117/80 mmHg, BMI 28.9, Weight 92.1 kg, HR 77 bpm

Output:
## Risk Assessment

**Type 2 Diabetes: LOW**
- BMI 28.9 (overweight)

**Hypertension: MODERATE**
- BP 117/80 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: 22yo Male
Vitals: BP 112/99 mmHg, BMI 27.3, Weight 78.4 kg, HR 98 bpm

Output:
## Risk Assessment

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

**Hypertension: HIGH**
- BP 112/99 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: 70yo Female
Vitals: BP 119/87 mmHg, BMI 28.3, Weight 72.6 kg, HR 99 bpm
Labs: Glucose 85.2 mg/dL, HbA1c 6.2 %, Total Cholesterol 156.7 mg/dL, HDL Cholesterol 26.7 mg/dL, Triglycerides 145.6 mg/dL, Creatinine 0.6 mg/dL
Active conditions: Prediabetes

Output:
## Risk Assessment

**Type 2 Diabetes: MODERATE**
- HbA1c 6.2% (prediabetes range 5.7-6.4%)
- BMI 28.3 (overweight)
- Age 70 years (≥45 increases risk)
- History of prediabetes

**Hypertension: MODERATE**
- BP 119/87 mmHg (elevated)
- Age 70 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: 13yo Female
Vitals: BP 107/90 mmHg, BMI 23.8, Weight 51.5 kg, HR 100 bpm

Output:
## Risk Assessment

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

**Hypertension: HIGH**
- BP 107/90 mmHg (Stage 1+ hypertension)

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


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

Input:
Patient: 25yo Male
Vitals: BP 124/73 mmHg, BMI 25.1, Weight 72.8 kg, HR 82 bpm

Output:
## Risk Assessment

**Type 2 Diabetes: LOW**
- BMI 25.1 (overweight)

**Hypertension: LOW**
- BP 124/73 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: 74yo Male
Vitals: BP 97/64 mmHg, BMI 27.6, Weight 93.4 kg, HR 86 bpm
Labs: Total Cholesterol 190.5 mg/dL, HDL Cholesterol 52.0 mg/dL, Triglycerides 108.3 mg/dL
Medications: Simvastatin 20 MG Oral Tablet

Output:
## Risk Assessment

**Type 2 Diabetes: LOW**
- BMI 27.6 (overweight)
- Age 74 years (≥45 increases risk)

**Hypertension: LOW**
- Age 74 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: 18yo Female
Vitals: BP 112/84 mmHg, BMI 17.6, Weight 48.4 kg, HR 96 bpm

Output:
## Risk Assessment

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

**Hypertension: MODERATE**
- BP 112/84 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: 70yo Male
Vitals: BP 102/80 mmHg, BMI 27.2, Weight 84.1 kg, HR 81 bpm
Labs: Glucose 94.3 mg/dL, HbA1c 6.1 %, Total Cholesterol 186.2 mg/dL, HDL Cholesterol 58.3 mg/dL, Triglycerides 184.7 mg/dL, Creatinine 2.8 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 27.2 (overweight)
- Age 70 years (≥45 increases risk)
- History of prediabetes

**Hypertension: MODERATE**
- BP 102/80 mmHg (elevated)
- Age 70 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: 43yo Female
Vitals: BP 137/83 mmHg, BMI 30.3, Weight 92.4 kg, HR 90 bpm
Labs: Total Cholesterol 183.3 mg/dL, HDL Cholesterol 46.9 mg/dL, Triglycerides 114.7 mg/dL

Output:
## Risk Assessment

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

**Hypertension: MODERATE**
- BP 137/83 mmHg (elevated)
- BMI 30.3 (obesity increases BP risk)

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


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

Input:
Patient: 35yo Female
Vitals: BP 108/69 mmHg, BMI 28.1, Weight 78.1 kg, HR 97 bpm
Labs: Glucose 93.6 mg/dL, HbA1c 6.4 %, Total Cholesterol 203.4 mg/dL, HDL Cholesterol 54.8 mg/dL, Triglycerides 118.6 mg/dL, Creatinine 1.0 mg/dL
Active conditions: Prediabetes

Output:
## Risk Assessment

**Type 2 Diabetes: MODERATE**
- HbA1c 6.4% (prediabetes range 5.7-6.4%)
- BMI 28.1 (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: 51yo Male
Vitals: BP 114/81 mmHg, BMI 30.4, Weight 88.6 kg, HR 72 bpm
Labs: Total Cholesterol 140.5 mg/dL, HDL Cholesterol 28.3 mg/dL, Triglycerides 139.0 mg/dL

Output:
## Risk Assessment

**Type 2 Diabetes: MODERATE**
- BMI 30.4 (obese)
- Age 51 years (≥45 increases risk)

**Hypertension: MODERATE**
- BP 114/81 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: 27yo Female
Vitals: BP 124/70 mmHg, BMI 22.4, Weight 64.7 kg, HR 87 bpm

Output:
## Risk Assessment

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

**Hypertension: LOW**
- BP 124/70 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: 24yo Female
Vitals: BP 144/84 mmHg, BMI 24.3, Weight 65.3 kg, HR 69 bpm

Output:
## Risk Assessment

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

**Hypertension: HIGH**
- BP 144/84 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: 99yo Female
Vitals: BP 86/63 mmHg, BMI 27.4, Weight 74.9 kg, HR 90 bpm
Labs: Glucose 122.2 mg/dL, HbA1c 6.9 %, Total Cholesterol 227.9 mg/dL, HDL Cholesterol 57.9 mg/dL, Triglycerides 189.4 mg/dL, Creatinine 0.4 mg/dL
Active conditions: Prediabetes, Essential Hypertension, Type 2 Diabetes, Diabetic Neuropathy, Diabetic Retinopathy
Medications: Simvastatin 20 MG Oral Tablet, Hydrochlorothiazide 25 MG Oral Tablet, lisinopril 10 MG Oral Tablet, amLODIPine 2.5 MG Oral Tablet

Output:
## Risk Assessment

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

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

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


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

Input:
Patient: 19yo Male
Vitals: BP 108/72 mmHg, BMI 21.5, Weight 76.2 kg, HR 86 bpm

Output:
## Risk Assessment

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

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

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