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

Input:
Patient: 11yo Male
Vitals: BP 117/82 mmHg, BMI 22.7, Weight 46.6 kg, HR 87 bpm

Output:
## Risk Assessment

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

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

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


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

Input:
Patient: 24yo Female
Vitals: BP 104/65 mmHg, BMI 33.1, Weight 78.6 kg, HR 84 bpm
Labs: Glucose 76.0 mg/dL, HbA1c 5.8 %, 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 33.1 (obese)
- History of prediabetes

**Hypertension: MODERATE**
- BMI 33.1 (obesity increases BP risk)

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


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

Input:
Patient: 65yo Male
Vitals: BP 124/69 mmHg, BMI 28.1, Weight 85.9 kg, HR 100 bpm
Labs: Glucose 78.3 mg/dL, HbA1c 6.0 %, Total Cholesterol 159.1 mg/dL, HDL Cholesterol 67.8 mg/dL, Triglycerides 152.0 mg/dL, Creatinine 3.2 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 6.0% (prediabetes range 5.7-6.4%)
- BMI 28.1 (overweight)
- Age 65 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: 105yo Female
Vitals: BP 89/62 mmHg, BMI 27.5, Weight 77.8 kg, HR 83 bpm
Labs: Total Cholesterol 118.3 mg/dL, HDL Cholesterol 68.0 mg/dL, Triglycerides 143.3 mg/dL
Medications: atorvastatin 20 MG Oral Tablet

Output:
## Risk Assessment

**Type 2 Diabetes: LOW**
- BMI 27.5 (overweight)
- Age 105 years (≥45 increases risk)

**Hypertension: LOW**
- Age 105 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: 53yo Male
Vitals: BP 111/65 mmHg, BMI 27.4, Weight 90.7 kg, HR 91 bpm
Labs: Glucose 89.4 mg/dL, Total Cholesterol 180.3 mg/dL, HDL Cholesterol 52.9 mg/dL, Triglycerides 120.9 mg/dL, Creatinine 2.7 mg/dL
Medications: Simvastatin 10 MG Oral Tablet

Output:
## Risk Assessment

**Type 2 Diabetes: LOW**
- BMI 27.4 (overweight)
- Age 53 years (≥45 increases risk)

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

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


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

Input:
Patient: 56yo Female
Vitals: BP 91/75 mmHg, BMI 30.3, Weight 74.6 kg, HR 77 bpm
Labs: Glucose 75.6 mg/dL, HbA1c 6.3 %, Total Cholesterol 182.0 mg/dL, HDL Cholesterol 35.6 mg/dL, Triglycerides 160.7 mg/dL, Creatinine 3.3 mg/dL
Active conditions: Prediabetes
Medications: Simvastatin 10 MG Oral Tablet

Output:
## Risk Assessment

**Type 2 Diabetes: MODERATE**
- HbA1c 6.3% (prediabetes range 5.7-6.4%)
- BMI 30.3 (obese)
- Age 56 years (≥45 increases risk)
- History of prediabetes

**Hypertension: MODERATE**
- BMI 30.3 (obesity increases BP risk)
- Age 56 years (≥55 increases risk)

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


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

Input:
Patient: 41yo Female
Vitals: BP 97/63 mmHg, BMI 32.6, Weight 92.0 kg, HR 73 bpm
Labs: Glucose 65.9 mg/dL, HbA1c 6.0 %, Total Cholesterol 198.7 mg/dL, HDL Cholesterol 56.9 mg/dL, Triglycerides 130.4 mg/dL, Creatinine 1.8 mg/dL
Active conditions: Prediabetes

Output:
## Risk Assessment

**Type 2 Diabetes: MODERATE**
- HbA1c 6.0% (prediabetes range 5.7-6.4%)
- BMI 32.6 (obese)
- History of prediabetes

**Hypertension: MODERATE**
- BMI 32.6 (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: 0yo Male
Vitals: BP 108/77 mmHg, Weight 10.9 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: 19yo Male
Vitals: BP 103/76 mmHg, BMI 29.1, Weight 81.7 kg, HR 81 bpm

Output:
## Risk Assessment

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

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

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


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

Input:
Patient: 65yo Male
Vitals: BP 125/79 mmHg, BMI 27.4, Weight 96.7 kg, HR 72 bpm
Labs: Glucose 90.6 mg/dL, HbA1c 6.3 %, Total Cholesterol 196.1 mg/dL, HDL Cholesterol 48.1 mg/dL, Triglycerides 102.2 mg/dL, Creatinine 1.0 mg/dL
Active conditions: Essential Hypertension, Prediabetes
Medications: lisinopril 10 MG Oral Tablet, amLODIPine 2.5 MG Oral Tablet

Output:
## Risk Assessment

**Type 2 Diabetes: MODERATE**
- HbA1c 6.3% (prediabetes range 5.7-6.4%)
- BMI 27.4 (overweight)
- Age 65 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: 6yo Male
Vitals: BP 95/70 mmHg, BMI 15.0, Weight 19.6 kg, HR 72 bpm

Output:
## Risk Assessment

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

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

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


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

Input:
Patient: 19yo Male
Vitals: BP 121/80 mmHg, BMI 31.7, Weight 96.8 kg, HR 66 bpm

Output:
## Risk Assessment

**Type 2 Diabetes: MODERATE**
- BMI 31.7 (obese)

**Hypertension: MODERATE**
- BP 121/80 mmHg (elevated)
- BMI 31.7 (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: 35yo Female
Vitals: BP 126/70 mmHg, BMI 30.7, Weight 88.2 kg, HR 66 bpm
Labs: Glucose 99.7 mg/dL, HbA1c 6.2 %, Total Cholesterol 140.3 mg/dL, HDL Cholesterol 53.0 mg/dL, Triglycerides 110.7 mg/dL, Creatinine 1.2 mg/dL
Active conditions: Prediabetes

Output:
## Risk Assessment

**Type 2 Diabetes: MODERATE**
- HbA1c 6.2% (prediabetes range 5.7-6.4%)
- BMI 30.7 (obese)
- History of prediabetes

**Hypertension: MODERATE**
- BP 126/70 mmHg (slightly elevated)
- BMI 30.7 (obesity increases BP risk)

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


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

Input:
Patient: 56yo Female
Vitals: BP 116/82 mmHg, BMI 22.1, Weight 60.9 kg, HR 75 bpm
Labs: Total Cholesterol 172.8 mg/dL, HDL Cholesterol 53.1 mg/dL, Triglycerides 106.9 mg/dL

Output:
## Risk Assessment

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

**Hypertension: MODERATE**
- BP 116/82 mmHg (elevated)
- Age 56 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: 50yo Male
Vitals: BP 136/79 mmHg, BMI 30.0, Weight 81.1 kg, HR 91 bpm
Labs: Total Cholesterol 171.8 mg/dL, HDL Cholesterol 55.1 mg/dL, Triglycerides 103.5 mg/dL

Output:
## Risk Assessment

**Type 2 Diabetes: MODERATE**
- BMI 30.0 (obese)
- Age 50 years (≥45 increases risk)

**Hypertension: MODERATE**
- BP 136/79 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: 0yo Female
Vitals: BP 125/92 mmHg, Weight 9.0 kg, HR 60 bpm

Output:
## Risk Assessment

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

**Hypertension: HIGH**
- BP 125/92 mmHg (Stage 1+ hypertension)

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


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

Input:
Patient: 21yo Female
Vitals: BP 119/75 mmHg, BMI 23.5, Weight 66.9 kg, HR 99 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: 0yo Female
Vitals: BP 102/87 mmHg, Weight 4.9 kg, HR 81 bpm

Output:
## Risk Assessment

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

**Hypertension: MODERATE**
- BP 102/87 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: 17yo Male
Vitals: BP 93/85 mmHg, BMI 20.3, Weight 65.2 kg, HR 81 bpm

Output:
## Risk Assessment

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

**Hypertension: MODERATE**
- BP 93/85 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: 30yo Male
Vitals: BP 115/85 mmHg, BMI 27.7, Weight 82.9 kg, HR 75 bpm
Labs: Glucose 76.8 mg/dL, HbA1c 6.1 %, Creatinine 1.3 mg/dL
Active conditions: Prediabetes

Output:
## Risk Assessment

**Type 2 Diabetes: MODERATE**
- HbA1c 6.1% (prediabetes range 5.7-6.4%)
- BMI 27.7 (overweight)
- History of prediabetes

**Hypertension: MODERATE**
- BP 115/85 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: 40yo Male
Vitals: BP 118/81 mmHg, BMI 29.1, Weight 89.4 kg, HR 94 bpm
Labs: Glucose 85.7 mg/dL, HbA1c 5.9 %, Total Cholesterol 136.3 mg/dL, HDL Cholesterol 52.8 mg/dL, Triglycerides 108.1 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 29.1 (overweight)
- History of prediabetes

**Hypertension: MODERATE**
- BP 118/81 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: 59yo Female
Vitals: BP 125/78 mmHg, BMI 28.0, Weight 81.7 kg, HR 68 bpm
Labs: Total Cholesterol 187.8 mg/dL, HDL Cholesterol 51.1 mg/dL, Triglycerides 143.4 mg/dL

Output:
## Risk Assessment

**Type 2 Diabetes: LOW**
- BMI 28.0 (overweight)
- Age 59 years (≥45 increases risk)

**Hypertension: LOW**
- BP 125/78 mmHg (slightly elevated)
- Age 59 years (≥55 increases risk)

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


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

Input:
Patient: 37yo Female
Vitals: BP 93/64 mmHg, BMI 30.1, Weight 82.0 kg, HR 91 bpm
Labs: Total Cholesterol 125.4 mg/dL, HDL Cholesterol 55.8 mg/dL, Triglycerides 137.7 mg/dL

Output:
## Risk Assessment

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

**Hypertension: MODERATE**
- BMI 30.1 (obesity increases BP risk)

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


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

Input:
Patient: 30yo Male
Vitals: BP 125/78 mmHg, BMI 26.5, Weight 86.5 kg, HR 88 bpm
Labs: Total Cholesterol 196.0 mg/dL, HDL Cholesterol 60.1 mg/dL, Triglycerides 127.9 mg/dL

Output:
## Risk Assessment

**Type 2 Diabetes: LOW**
- BMI 26.5 (overweight)

**Hypertension: LOW**
- BP 125/78 mmHg (slightly elevated)

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


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

Input:
Patient: 38yo Female
Vitals: BP 100/81 mmHg, BMI 27.5, Weight 69.8 kg, HR 62 bpm
Labs: Total Cholesterol 187.4 mg/dL, HDL Cholesterol 61.1 mg/dL, Triglycerides 148.6 mg/dL

Output:
## Risk Assessment

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

**Hypertension: MODERATE**
- BP 100/81 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: 59yo Female
Vitals: BP 122/85 mmHg, BMI 29.5, Weight 76.2 kg, HR 61 bpm
Labs: Total Cholesterol 175.9 mg/dL, HDL Cholesterol 52.7 mg/dL, Triglycerides 102.1 mg/dL
Active conditions: Essential Hypertension
Medications: Simvastatin 20 MG Oral Tablet, amLODIPine 2.5 MG Oral Tablet

Output:
## Risk Assessment

**Type 2 Diabetes: LOW**
- BMI 29.5 (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: 34yo Female
Vitals: BP 139/87 mmHg, BMI 26.5, Weight 75.4 kg, HR 65 bpm
Labs: Total Cholesterol 245.2 mg/dL, HDL Cholesterol 49.6 mg/dL, Triglycerides 149.7 mg/dL

Output:
## Risk Assessment

**Type 2 Diabetes: LOW**
- BMI 26.5 (overweight)

**Hypertension: MODERATE**
- BP 139/87 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: 58yo Male
Vitals: BP 115/87 mmHg, BMI 30.3, Weight 108.4 kg, HR 96 bpm
Labs: Total Cholesterol 173.9 mg/dL, HDL Cholesterol 53.8 mg/dL, Triglycerides 131.0 mg/dL

Output:
## Risk Assessment

**Type 2 Diabetes: MODERATE**
- BMI 30.3 (obese)
- Age 58 years (≥45 increases risk)

**Hypertension: MODERATE**
- BP 115/87 mmHg (elevated)
- BMI 30.3 (obesity increases BP risk)
- Age 58 years (≥55 increases risk)

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


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

Input:
Patient: 45yo Male
Vitals: BP 118/70 mmHg, BMI 28.3, Weight 90.0 kg, HR 93 bpm
Labs: Glucose 66.5 mg/dL, HbA1c 6.1 %, Total Cholesterol 158.2 mg/dL, HDL Cholesterol 58.2 mg/dL, Triglycerides 110.0 mg/dL, Creatinine 1.2 mg/dL
Active conditions: Prediabetes

Output:
## Risk Assessment

**Type 2 Diabetes: MODERATE**
- HbA1c 6.1% (prediabetes range 5.7-6.4%)
- BMI 28.3 (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: 60yo Female
Vitals: BP 104/89 mmHg, BMI 27.6, Weight 70.3 kg, HR 87 bpm
Labs: Glucose 81.3 mg/dL, HbA1c 6.0 %, Total Cholesterol 206.8 mg/dL, HDL Cholesterol 56.2 mg/dL, Triglycerides 116.8 mg/dL, Creatinine 0.7 mg/dL
Active conditions: Prediabetes

Output:
## Risk Assessment

**Type 2 Diabetes: MODERATE**
- HbA1c 6.0% (prediabetes range 5.7-6.4%)
- BMI 27.6 (overweight)
- Age 60 years (≥45 increases risk)
- History of prediabetes

**Hypertension: MODERATE**
- BP 104/89 mmHg (elevated)
- Age 60 years (≥55 increases risk)

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


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

Input:
Patient: 63yo Male
Vitals: BP 145/97 mmHg, BMI 27.5, Weight 91.5 kg, HR 95 bpm
Labs: Glucose 98.7 mg/dL, HbA1c 6.3 %, Total Cholesterol 199.8 mg/dL, HDL Cholesterol 56.0 mg/dL, Triglycerides 119.4 mg/dL, Creatinine 1.0 mg/dL
Active conditions: Prediabetes, Essential Hypertension
Medications: amLODIPine 2.5 MG Oral Tablet

Output:
## Risk Assessment

**Type 2 Diabetes: MODERATE**
- HbA1c 6.3% (prediabetes range 5.7-6.4%)
- BMI 27.5 (overweight)
- Age 63 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: 21yo Male
Vitals: BP 126/80 mmHg, BMI 23.7, Weight 78.0 kg, HR 84 bpm

Output:
## Risk Assessment

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

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

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


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

Input:
Patient: 36yo Male
Vitals: BP 117/83 mmHg, BMI 28.7, Weight 86.3 kg, HR 82 bpm
Labs: Total Cholesterol 200.1 mg/dL, HDL Cholesterol 52.4 mg/dL, Triglycerides 111.9 mg/dL

Output:
## Risk Assessment

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

**Hypertension: MODERATE**
- BP 117/83 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: 25yo Male
Vitals: BP 101/83 mmHg, BMI 30.5, Weight 105.8 kg, HR 78 bpm

Output:
## Risk Assessment

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

**Hypertension: MODERATE**
- BP 101/83 mmHg (elevated)
- BMI 30.5 (obesity increases BP risk)

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


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

Input:
Patient: 44yo Female
Vitals: BP 116/78 mmHg, BMI 28.8, Weight 64.8 kg, HR 73 bpm
Labs: Glucose 82.8 mg/dL, HbA1c 6.3 %, Total Cholesterol 187.1 mg/dL, HDL Cholesterol 59.3 mg/dL, Triglycerides 133.2 mg/dL, Creatinine 0.7 mg/dL
Active conditions: Prediabetes

Output:
## Risk Assessment

**Type 2 Diabetes: MODERATE**
- HbA1c 6.3% (prediabetes range 5.7-6.4%)
- BMI 28.8 (overweight)
- History of prediabetes

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

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


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

Input:
Patient: 38yo Female
Vitals: BP 99/78 mmHg, BMI 29.1, Weight 78.0 kg, HR 65 bpm
Labs: Total Cholesterol 253.3 mg/dL, HDL Cholesterol 45.5 mg/dL, Triglycerides 123.7 mg/dL

Output:
## Risk Assessment

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

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

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


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

Input:
Patient: 57yo Female
Vitals: BP 134/89 mmHg, BMI 27.9, Weight 72.4 kg, HR 97 bpm
Labs: Glucose 89.0 mg/dL, HbA1c 6.1 %, Total Cholesterol 146.0 mg/dL, HDL Cholesterol 47.9 mg/dL, Triglycerides 108.2 mg/dL, Creatinine 1.3 mg/dL
Active conditions: Prediabetes
Medications: Simvastatin 10 MG Oral Tablet

Output:
## Risk Assessment

**Type 2 Diabetes: MODERATE**
- HbA1c 6.1% (prediabetes range 5.7-6.4%)
- BMI 27.9 (overweight)
- Age 57 years (≥45 increases risk)
- History of prediabetes

**Hypertension: MODERATE**
- BP 134/89 mmHg (elevated)
- Age 57 years (≥55 increases risk)

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


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

Input:
Patient: 20yo Female
Vitals: BP 140/74 mmHg, BMI 18.7, Weight 48.1 kg, HR 87 bpm
Labs: Glucose 66.3 mg/dL, HbA1c 6.4 %, Creatinine 0.7 mg/dL
Active conditions: Prediabetes

Output:
## Risk Assessment

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

**Hypertension: HIGH**
- BP 140/74 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: 0yo Male
Vitals: BP 124/86 mmHg, Weight 4.3 kg, HR 82 bpm

Output:
## Risk Assessment

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

**Hypertension: MODERATE**
- BP 124/86 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: 64yo Female
Vitals: BP 108/64 mmHg, BMI 28.2, Weight 75.2 kg, HR 87 bpm
Labs: Glucose 87.4 mg/dL, HbA1c 6.0 %, Total Cholesterol 107.1 mg/dL, HDL Cholesterol 51.7 mg/dL, Triglycerides 130.4 mg/dL, Creatinine 1.2 mg/dL
Active conditions: Prediabetes

Output:
## Risk Assessment

**Type 2 Diabetes: MODERATE**
- HbA1c 6.0% (prediabetes range 5.7-6.4%)
- BMI 28.2 (overweight)
- Age 64 years (≥45 increases risk)
- History of prediabetes

**Hypertension: LOW**
- Age 64 years (≥55 increases risk)

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


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

Input:
Patient: 24yo Female
Vitals: BP 113/65 mmHg, BMI 25.1, Weight 70.7 kg, HR 60 bpm

Output:
## Risk Assessment

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

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

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


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

Input:
Patient: 4yo Male
Vitals: BP 107/72 mmHg, BMI 14.8, Weight 14.0 kg, HR 88 bpm

Output:
## Risk Assessment

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

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

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


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

Input:
Patient: 11yo Male
Vitals: BP 128/78 mmHg, BMI 17.6, Weight 32.6 kg, HR 90 bpm

Output:
## Risk Assessment

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

**Hypertension: LOW**
- BP 128/78 mmHg (slightly elevated)

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


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

Input:
Patient: 43yo Female
Vitals: BP 114/85 mmHg, BMI 31.1, Weight 79.3 kg, HR 61 bpm
Labs: Glucose 66.8 mg/dL, HbA1c 6.3 %, Total Cholesterol 314.6 mg/dL, HDL Cholesterol 57.1 mg/dL, Triglycerides 125.2 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 31.1 (obese)
- History of prediabetes

**Hypertension: MODERATE**
- BP 114/85 mmHg (elevated)
- BMI 31.1 (obesity increases BP risk)

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


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

Input:
Patient: 60yo Male
Vitals: BP 127/77 mmHg, BMI 27.9, Weight 87.7 kg, HR 97 bpm
Labs: Glucose 77.5 mg/dL, HbA1c 5.9 %, Total Cholesterol 191.5 mg/dL, HDL Cholesterol 53.0 mg/dL, Triglycerides 103.9 mg/dL, Creatinine 1.0 mg/dL
Active conditions: Prediabetes

Output:
## Risk Assessment

**Type 2 Diabetes: MODERATE**
- HbA1c 5.9% (prediabetes range 5.7-6.4%)
- BMI 27.9 (overweight)
- Age 60 years (≥45 increases risk)
- History of prediabetes

**Hypertension: LOW**
- BP 127/77 mmHg (slightly elevated)
- Age 60 years (≥55 increases risk)

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


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

Input:
Patient: 64yo Female
Vitals: BP 132/89 mmHg, BMI 27.7, Weight 81.5 kg, HR 63 bpm
Labs: Glucose 98.0 mg/dL, Glucose (serum) 98.0 mg/dL, HbA1c 5.4 %, Total Cholesterol 187.4 mg/dL, HDL Cholesterol 56.5 mg/dL, Triglycerides 108.8 mg/dL, Creatinine 2.4 mg/dL
Active conditions: Prediabetes, Essential Hypertension, Type 2 Diabetes, Diabetic Kidney Disease, Diabetic Retinopathy
Medications: Simvastatin 20 MG Oral Tablet, 24 HR Metformin hydrochloride 500 MG Extended Release Oral Tablet, lisinopril 10 MG Oral Tablet

Output:
## Risk Assessment

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

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

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


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

Input:
Patient: 28yo Male
Vitals: BP 129/80 mmHg, BMI 26.9, Weight 95.5 kg, HR 77 bpm

Output:
## Risk Assessment

**Type 2 Diabetes: LOW**
- BMI 26.9 (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: 36yo Male
Vitals: BP 104/77 mmHg, BMI 29.7, Weight 95.0 kg, HR 65 bpm
Labs: Total Cholesterol 189.3 mg/dL, HDL Cholesterol 56.4 mg/dL, Triglycerides 139.3 mg/dL

Output:
## Risk Assessment

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

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

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


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

Input:
Patient: 45yo Male
Vitals: BP 104/78 mmHg, BMI 30.1, Weight 93.7 kg, HR 94 bpm
Labs: Total Cholesterol 238.3 mg/dL, HDL Cholesterol 57.1 mg/dL, Triglycerides 124.1 mg/dL

Output:
## Risk Assessment

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

**Hypertension: MODERATE**
- BMI 30.1 (obesity increases BP risk)

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


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

Input:
Patient: 33yo Male
Vitals: BP 95/83 mmHg, BMI 30.1, Weight 87.4 kg, HR 67 bpm
Labs: Glucose 83.6 mg/dL, HbA1c 6.3 %, Total Cholesterol 175.8 mg/dL, HDL Cholesterol 44.4 mg/dL, Triglycerides 101.9 mg/dL, Creatinine 1.3 mg/dL
Active conditions: Prediabetes

Output:
## Risk Assessment

**Type 2 Diabetes: MODERATE**
- HbA1c 6.3% (prediabetes range 5.7-6.4%)
- BMI 30.1 (obese)
- History of prediabetes

**Hypertension: MODERATE**
- BP 95/83 mmHg (elevated)
- BMI 30.1 (obesity increases BP risk)

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


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

Input:
Patient: 31yo Female
Vitals: BP 104/81 mmHg, BMI 28.0, Weight 73.3 kg, HR 83 bpm
Labs: Total Cholesterol 158.8 mg/dL, HDL Cholesterol 53.2 mg/dL, Triglycerides 115.4 mg/dL

Output:
## Risk Assessment

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

**Hypertension: MODERATE**
- BP 104/81 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: 45yo Female
Vitals: BP 131/94 mmHg, BMI 27.7, Weight 85.3 kg, HR 97 bpm
Labs: Total Cholesterol 171.3 mg/dL, HDL Cholesterol 51.5 mg/dL, Triglycerides 123.3 mg/dL

Output:
## Risk Assessment

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

**Hypertension: HIGH**
- BP 131/94 mmHg (Stage 1+ hypertension)

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


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

Input:
Patient: 46yo Female
Vitals: BP 143/89 mmHg, BMI 30.4, Weight 66.8 kg, HR 71 bpm
Labs: Total Cholesterol 170.5 mg/dL, HDL Cholesterol 53.3 mg/dL, Triglycerides 141.9 mg/dL

Output:
## Risk Assessment

**Type 2 Diabetes: MODERATE**
- BMI 30.4 (obese)
- Age 46 years (≥45 increases risk)

**Hypertension: HIGH**
- BP 143/89 mmHg (Stage 1+ hypertension)
- BMI 30.4 (obesity increases BP risk)

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


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

Input:
Patient: 35yo Male
Vitals: BP 102/68 mmHg, BMI 28.3, Weight 80.0 kg, HR 65 bpm
Labs: Total Cholesterol 153.5 mg/dL, HDL Cholesterol 29.9 mg/dL, Triglycerides 140.7 mg/dL

Output:
## Risk Assessment

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

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

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


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

Input:
Patient: 9yo Female
Vitals: BP 93/71 mmHg, BMI 19.9, Weight 30.9 kg, HR 89 bpm

Output:
## Risk Assessment

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

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

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


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

Input:
Patient: 43yo Male
Vitals: BP 110/76 mmHg, BMI 27.8, Weight 86.7 kg, HR 62 bpm
Labs: Total Cholesterol 185.7 mg/dL, HDL Cholesterol 52.2 mg/dL, Triglycerides 148.7 mg/dL
Active conditions: Essential Hypertension
Medications: Hydrochlorothiazide 25 MG Oral Tablet, lisinopril 10 MG Oral Tablet

Output:
## Risk Assessment

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

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

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


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

Input:
Patient: 51yo Female
Vitals: BP 108/70 mmHg, BMI 34.5, Weight 86.3 kg, HR 80 bpm
Labs: Glucose 91.7 mg/dL, Total Cholesterol 209.3 mg/dL, HDL Cholesterol 60.4 mg/dL, Triglycerides 177.4 mg/dL, Creatinine 2.7 mg/dL
Medications: Simvastatin 10 MG Oral Tablet

Output:
## Risk Assessment

**Type 2 Diabetes: MODERATE**
- BMI 34.5 (obese)
- Age 51 years (≥45 increases risk)

**Hypertension: MODERATE**
- BMI 34.5 (obesity increases BP risk)

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


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

Input:
Patient: 41yo Male
Vitals: BP 120/87 mmHg, BMI 28.0, Weight 85.1 kg, HR 62 bpm
Labs: Total Cholesterol 187.5 mg/dL, HDL Cholesterol 60.6 mg/dL, Triglycerides 130.2 mg/dL

Output:
## Risk Assessment

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

**Hypertension: MODERATE**
- BP 120/87 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: 33yo Female
Vitals: BP 116/74 mmHg, BMI 28.2, Weight 83.7 kg, HR 79 bpm
Labs: Total Cholesterol 180.8 mg/dL, HDL Cholesterol 52.6 mg/dL, Triglycerides 140.5 mg/dL

Output:
## Risk Assessment

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

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

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


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

Input:
Patient: 66yo Male
Vitals: BP 108/70 mmHg, BMI 28.0, Weight 84.8 kg, HR 90 bpm
Labs: Glucose 88.6 mg/dL, HbA1c 5.9 %, Total Cholesterol 203.4 mg/dL, HDL Cholesterol 34.1 mg/dL, Triglycerides 138.5 mg/dL, Creatinine 0.9 mg/dL
Active conditions: Prediabetes, Essential Hypertension
Medications: Simvastatin 20 MG Oral Tablet, Hydrochlorothiazide 25 MG Oral Tablet, amLODIPine 2.5 MG Oral Tablet

Output:
## Risk Assessment

**Type 2 Diabetes: MODERATE**
- HbA1c 5.9% (prediabetes range 5.7-6.4%)
- BMI 28.0 (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: 58yo Female
Vitals: BP 119/82 mmHg, BMI 30.1, Weight 80.6 kg, HR 89 bpm
Labs: Glucose 83.7 mg/dL, Glucose (serum) 70.6 mg/dL, HbA1c 3.3 %, Total Cholesterol 179.3 mg/dL, HDL Cholesterol 52.0 mg/dL, Triglycerides 114.1 mg/dL, Creatinine 1.2 mg/dL
Active conditions: Essential Hypertension, Diabetic Kidney Disease, Prediabetes
Medications: Simvastatin 20 MG Oral Tablet, insulin isophane  human 70 UNT/ML / insulin  regular  human 30 UNT/ML Injectable Suspension [Humulin], losartan potassium 25 MG Oral Tablet, amLODIPine 2.5 MG Oral Tablet

Output:
## Risk Assessment

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

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

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


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

Input:
Patient: 56yo Male
Vitals: BP 126/91 mmHg, BMI 27.9, Weight 87.1 kg, HR 85 bpm
Labs: Glucose 77.0 mg/dL, HbA1c 6.3 %, Total Cholesterol 174.0 mg/dL, HDL Cholesterol 27.5 mg/dL, Triglycerides 125.1 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 27.9 (overweight)
- Age 56 years (≥45 increases risk)
- History of prediabetes

**Hypertension: HIGH**
- BP 126/91 mmHg (Stage 1+ hypertension)
- Age 56 years (≥55 increases risk)

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


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

Input:
Patient: 81yo Female
Vitals: BP 111/57 mmHg, BMI 27.6, Weight 78.5 kg, HR 82 bpm
Labs: Glucose (serum) 96.7 mg/dL, HbA1c 5.4 %, Total Cholesterol 164.5 mg/dL, HDL Cholesterol 55.1 mg/dL, Triglycerides 137.3 mg/dL
Active conditions: Essential Hypertension, Diabetic Kidney Disease
Medications: Simvastatin 20 MG Oral Tablet, Hydrochlorothiazide 25 MG Oral Tablet, amLODIPine 2.5 MG Oral Tablet

Output:
## Risk Assessment

**Type 2 Diabetes: LOW**
- BMI 27.6 (overweight)
- Age 81 years (≥45 increases risk)

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

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


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

Input:
Patient: 31yo Male
Vitals: BP 109/61 mmHg, BMI 28.3, Weight 90.7 kg, HR 61 bpm
Labs: Glucose 93.5 mg/dL, HbA1c 5.9 %, Total Cholesterol 174.3 mg/dL, HDL Cholesterol 61.2 mg/dL, Triglycerides 140.5 mg/dL, Creatinine 1.4 mg/dL
Active conditions: Prediabetes

Output:
## Risk Assessment

**Type 2 Diabetes: MODERATE**
- HbA1c 5.9% (prediabetes range 5.7-6.4%)
- BMI 28.3 (overweight)
- History of prediabetes

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

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


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

Input:
Patient: 6yo Male
Vitals: BP 131/86 mmHg, BMI 15.2, Weight 20.9 kg, HR 99 bpm

Output:
## Risk Assessment

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

**Hypertension: MODERATE**
- BP 131/86 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: 88yo Female
Vitals: BP 131/88 mmHg, BMI 27.7, Weight 75.5 kg, HR 73 bpm
Labs: Glucose 73.1 mg/dL, HbA1c 6.3 %, Total Cholesterol 181.0 mg/dL, HDL Cholesterol 59.3 mg/dL, Triglycerides 113.1 mg/dL, Creatinine 0.5 mg/dL
Active conditions: Prediabetes

Output:
## Risk Assessment

**Type 2 Diabetes: MODERATE**
- HbA1c 6.3% (prediabetes range 5.7-6.4%)
- BMI 27.7 (overweight)
- Age 88 years (≥45 increases risk)
- History of prediabetes

**Hypertension: MODERATE**
- BP 131/88 mmHg (elevated)
- Age 88 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: 31yo Male
Vitals: BP 119/82 mmHg, BMI 28.4, Weight 80.4 kg, HR 64 bpm
Labs: Total Cholesterol 155.8 mg/dL, HDL Cholesterol 44.6 mg/dL, Triglycerides 146.5 mg/dL

Output:
## Risk Assessment

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

**Hypertension: MODERATE**
- BP 119/82 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: 62yo Female
Vitals: BP 113/82 mmHg, BMI 29.7, Weight 65.1 kg, HR 68 bpm
Labs: Glucose 89.2 mg/dL, HbA1c 6.3 %, Total Cholesterol 181.4 mg/dL, HDL Cholesterol 64.1 mg/dL, Triglycerides 115.5 mg/dL, Creatinine 0.6 mg/dL
Active conditions: Prediabetes

Output:
## Risk Assessment

**Type 2 Diabetes: MODERATE**
- HbA1c 6.3% (prediabetes range 5.7-6.4%)
- BMI 29.7 (overweight)
- Age 62 years (≥45 increases risk)
- History of prediabetes

**Hypertension: MODERATE**
- BP 113/82 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: 27yo Female
Vitals: BP 108/79 mmHg, BMI 20.3, Weight 61.9 kg, HR 89 bpm

Output:
## Risk Assessment

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

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

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


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

Input:
Patient: 21yo Female
Vitals: BP 147/94 mmHg, BMI 26.7, Weight 67.0 kg, HR 96 bpm
Labs: Glucose (serum) 96.7 mg/dL

Output:
## Risk Assessment

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

**Hypertension: HIGH**
- BP 147/94 mmHg (Stage 1+ hypertension)

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


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

Input:
Patient: 45yo Female
Vitals: BP 138/93 mmHg, BMI 29.1, Weight 76.6 kg, HR 80 bpm
Labs: Glucose 83.5 mg/dL, HbA1c 5.9 %, Total Cholesterol 181.5 mg/dL, HDL Cholesterol 60.9 mg/dL, Triglycerides 126.0 mg/dL, Creatinine 0.9 mg/dL
Active conditions: Prediabetes, Essential Hypertension
Medications: amLODIPine 2.5 MG Oral Tablet, Hydrochlorothiazide 25 MG Oral Tablet

Output:
## Risk Assessment

**Type 2 Diabetes: MODERATE**
- HbA1c 5.9% (prediabetes range 5.7-6.4%)
- BMI 29.1 (overweight)
- Age 45 years (≥45 increases risk)
- History of prediabetes

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

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


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

Input:
Patient: 16yo Male
Vitals: BP 124/83 mmHg, BMI 21.9, Weight 66.2 kg, HR 81 bpm

Output:
## Risk Assessment

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

**Hypertension: MODERATE**
- BP 124/83 mmHg (elevated)

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


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

Input:
Patient: 51yo Female
Vitals: BP 115/78 mmHg, BMI 30.3, Weight 85.1 kg, HR 97 bpm
Labs: Glucose 95.5 mg/dL, Total Cholesterol 150.2 mg/dL, HDL Cholesterol 46.1 mg/dL, Triglycerides 103.1 mg/dL, Creatinine 2.5 mg/dL
Medications: Simvastatin 10 MG Oral Tablet

Output:
## Risk Assessment

**Type 2 Diabetes: MODERATE**
- BMI 30.3 (obese)
- Age 51 years (≥45 increases risk)

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

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


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

Input:
Patient: 41yo Female
Vitals: BP 131/72 mmHg, BMI 30.5, Weight 89.0 kg, HR 82 bpm
Labs: Total Cholesterol 269.4 mg/dL, HDL Cholesterol 51.2 mg/dL, Triglycerides 149.8 mg/dL

Output:
## Risk Assessment

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

**Hypertension: MODERATE**
- BP 131/72 mmHg (elevated)
- BMI 30.5 (obesity increases BP risk)

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


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

Input:
Patient: 74yo Male
Vitals: BP 127/87 mmHg, BMI 27.3, Weight 85.2 kg, HR 87 bpm
Labs: Glucose 118.3 mg/dL, HbA1c 6.8 %, Total Cholesterol 156.1 mg/dL, HDL Cholesterol 57.9 mg/dL, Triglycerides 176.7 mg/dL, Creatinine 3.2 mg/dL
Active conditions: Prediabetes, Type 2 Diabetes, Essential Hypertension, Diabetic Retinopathy, Diabetic Neuropathy
Medications: Simvastatin 20 MG Oral Tablet, Hydrochlorothiazide 25 MG Oral Tablet, Simvastatin 10 MG Oral Tablet

Output:
## Risk Assessment

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

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

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


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

Input:
Patient: 19yo Male
Vitals: BP 125/84 mmHg, BMI 30.2, Weight 92.1 kg, HR 79 bpm

Output:
## Risk Assessment

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

**Hypertension: MODERATE**
- BP 125/84 mmHg (elevated)
- BMI 30.2 (obesity increases BP risk)

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


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

Input:
Patient: 22yo Male
Vitals: BP 138/90 mmHg, BMI 23.3, Weight 74.0 kg, HR 86 bpm

Output:
## Risk Assessment

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

**Hypertension: HIGH**
- BP 138/90 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: 54yo Male
Vitals: BP 110/70 mmHg, BMI 28.0, Weight 88.0 kg, HR 84 bpm
Labs: Glucose 71.3 mg/dL, Glucose (serum) 84.3 mg/dL, Total Cholesterol 183.0 mg/dL, HDL Cholesterol 71.9 mg/dL, Triglycerides 103.2 mg/dL, Creatinine 3.5 mg/dL
Active conditions: Essential Hypertension, Diabetic Kidney Disease
Medications: Simvastatin 10 MG Oral Tablet, Hydrochlorothiazide 25 MG Oral Tablet, lisinopril 10 MG Oral Tablet, amLODIPine 2.5 MG Oral Tablet

Output:
## Risk Assessment

**Type 2 Diabetes: LOW**
- BMI 28.0 (overweight)
- Age 54 years (≥45 increases risk)

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

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


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

Input:
Patient: 29yo Male
Vitals: BP 121/69 mmHg, BMI 27.9, Weight 87.3 kg, HR 82 bpm
Labs: Glucose 79.3 mg/dL, HbA1c 6.4 %, 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)
- History of prediabetes

**Hypertension: LOW**
- BP 121/69 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: 19yo Female
Vitals: BP 117/84 mmHg, BMI 20.9, Weight 55.5 kg, HR 69 bpm

Output:
## Risk Assessment

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

**Hypertension: MODERATE**
- BP 117/84 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: 47yo Male
Vitals: BP 126/85 mmHg, BMI 29.5, Weight 87.0 kg, HR 99 bpm
Labs: Glucose 64.4 mg/dL, HbA1c 5.9 %, Total Cholesterol 232.8 mg/dL, HDL Cholesterol 33.0 mg/dL, Triglycerides 101.8 mg/dL, Creatinine 1.1 mg/dL
Active conditions: Essential Hypertension, Prediabetes
Medications: Hydrochlorothiazide 25 MG Oral Tablet, lisinopril 10 MG Oral Tablet

Output:
## Risk Assessment

**Type 2 Diabetes: MODERATE**
- HbA1c 5.9% (prediabetes range 5.7-6.4%)
- BMI 29.5 (overweight)
- Age 47 years (≥45 increases risk)
- History of prediabetes

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

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


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

Input:
Patient: 67yo Female
Vitals: BP 84/74 mmHg, BMI 29.9, Weight 71.5 kg, HR 63 bpm
Labs: Glucose 87.9 mg/dL, Glucose (serum) 82.4 mg/dL, HbA1c 2.9 %, Total Cholesterol 192.7 mg/dL, HDL Cholesterol 75.1 mg/dL, Triglycerides 120.5 mg/dL, Creatinine 3.1 mg/dL
Active conditions: Prediabetes, Essential Hypertension, Diabetic Kidney Disease
Medications: Simvastatin 20 MG Oral Tablet, Simvastatin 10 MG Oral Tablet, insulin isophane  human 70 UNT/ML / insulin  regular  human 30 UNT/ML Injectable Suspension [Humulin], Hydrochlorothiazide 25 MG Oral Tablet, lisinopril 10 MG Oral Tablet

Output:
## Risk Assessment

**Type 2 Diabetes: MODERATE**
- BMI 29.9 (overweight)
- Age 67 years (≥45 increases risk)
- History of prediabetes

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

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


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

Input:
Patient: 61yo Male
Vitals: BP 132/101 mmHg, BMI 27.3, Weight 89.9 kg, HR 77 bpm
Labs: Glucose 116.0 mg/dL, Glucose (serum) 116.0 mg/dL, HbA1c 3.8 %, Total Cholesterol 220.8 mg/dL, HDL Cholesterol 56.0 mg/dL, Triglycerides 157.4 mg/dL, Creatinine 3.9 mg/dL
Active conditions: Essential Hypertension, Diabetic Kidney Disease, Type 2 Diabetes, Diabetic Retinopathy
Medications: insulin isophane  human 70 UNT/ML / insulin  regular  human 30 UNT/ML Injectable Suspension [Humulin], lisinopril 10 MG Oral Tablet

Output:
## Risk Assessment

**Type 2 Diabetes: 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 109/91 mmHg, BMI 23.3, Weight 75.6 kg, HR 75 bpm

Output:
## Risk Assessment

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

**Hypertension: HIGH**
- BP 109/91 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: 2yo Female
Vitals: BP 121/77 mmHg, Weight 13.2 kg, HR 77 bpm

Output:
## Risk Assessment

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

**Hypertension: LOW**
- BP 121/77 mmHg (slightly elevated)

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


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

Input:
Patient: 29yo Female
Vitals: BP 127/101 mmHg, BMI 28.5, Weight 88.9 kg, HR 73 bpm
Active conditions: Essential Hypertension
Medications: Hydrochlorothiazide 25 MG Oral Tablet

Output:
## Risk Assessment

**Type 2 Diabetes: LOW**
- BMI 28.5 (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: 9yo Male
Vitals: BP 114/76 mmHg, BMI 20.7, Weight 40.8 kg, HR 94 bpm

Output:
## Risk Assessment

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

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

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


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

Input:
Patient: 29yo Male
Vitals: BP 109/91 mmHg, BMI 22.5, Weight 75.5 kg, HR 87 bpm

Output:
## Risk Assessment

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

**Hypertension: HIGH**
- BP 109/91 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: 12yo Male
Vitals: BP 121/82 mmHg, BMI 16.8, Weight 39.0 kg, HR 90 bpm

Output:
## Risk Assessment

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

**Hypertension: MODERATE**
- BP 121/82 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: 60yo Female
Vitals: BP 132/78 mmHg, BMI 30.5, Weight 85.5 kg, HR 66 bpm
Labs: Glucose 69.1 mg/dL, HbA1c 6.2 %, Total Cholesterol 132.6 mg/dL, HDL Cholesterol 56.4 mg/dL, Triglycerides 107.5 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 60 years (≥45 increases risk)
- History of prediabetes

**Hypertension: MODERATE**
- BP 132/78 mmHg (elevated)
- BMI 30.5 (obesity increases BP risk)
- Age 60 years (≥55 increases risk)

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


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

Input:
Patient: 10yo Female
Vitals: BP 120/83 mmHg, BMI 18.0, Weight 32.2 kg, HR 66 bpm

Output:
## Risk Assessment

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

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

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


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

Input:
Patient: 28yo Female
Vitals: BP 125/78 mmHg, BMI 40.3, Weight 99.9 kg, HR 90 bpm

Output:
## Risk Assessment

**Type 2 Diabetes: MODERATE**
- BMI 40.3 (obese)

**Hypertension: MODERATE**
- BP 125/78 mmHg (slightly elevated)
- BMI 40.3 (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: 10yo Male
Vitals: BP 104/72 mmHg, BMI 14.4, Weight 30.2 kg, HR 78 bpm

Output:
## Risk Assessment

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

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

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


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

Input:
Patient: 53yo Male
Vitals: BP 130/91 mmHg, BMI 27.7, Weight 89.8 kg, HR 64 bpm
Labs: Total Cholesterol 128.1 mg/dL, HDL Cholesterol 50.7 mg/dL, Triglycerides 139.6 mg/dL

Output:
## Risk Assessment

**Type 2 Diabetes: LOW**
- BMI 27.7 (overweight)
- Age 53 years (≥45 increases risk)

**Hypertension: HIGH**
- BP 130/91 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: 60yo Male
Vitals: BP 103/74 mmHg, BMI 26.5, Weight 85.2 kg, HR 85 bpm
Labs: Glucose 86.6 mg/dL, HbA1c 6.1 %, Total Cholesterol 209.8 mg/dL, HDL Cholesterol 79.4 mg/dL, Triglycerides 143.8 mg/dL, Creatinine 3.1 mg/dL
Active conditions: Essential Hypertension, Prediabetes
Medications: Hydrochlorothiazide 25 MG Oral Tablet, lisinopril 10 MG Oral Tablet, amLODIPine 2.5 MG Oral Tablet, 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 26.5 (overweight)
- Age 60 years (≥45 increases risk)
- History of prediabetes

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

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


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

Input:
Patient: 6yo Female
Vitals: BP 104/81 mmHg, BMI 15.3, Weight 22.4 kg, HR 98 bpm

Output:
## Risk Assessment

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

**Hypertension: MODERATE**
- BP 104/81 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: 58yo Female
Vitals: BP 106/64 mmHg, BMI 27.9, Weight 72.7 kg, HR 80 bpm
Labs: Glucose 175.8 mg/dL, HbA1c 5.5 %, Total Cholesterol 248.3 mg/dL, HDL Cholesterol 20.1 mg/dL, Triglycerides 416.4 mg/dL, Creatinine 0.7 mg/dL
Active conditions: Type 2 Diabetes, Essential Hypertension
Medications: Hydrochlorothiazide 25 MG Oral Tablet, 24 HR Metformin hydrochloride 500 MG Extended Release 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: 13yo Male
Vitals: BP 122/85 mmHg, BMI 18.6, Weight 43.7 kg, HR 79 bpm

Output:
## Risk Assessment

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

**Hypertension: MODERATE**
- BP 122/85 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: 49yo Female
Vitals: BP 128/95 mmHg, BMI 30.1, Weight 78.0 kg, HR 88 bpm
Labs: Glucose 79.6 mg/dL, HbA1c 6.1 %, Total Cholesterol 185.3 mg/dL, HDL Cholesterol 52.1 mg/dL, Triglycerides 142.6 mg/dL, Creatinine 0.8 mg/dL
Active conditions: Essential Hypertension, Prediabetes
Medications: Hydrochlorothiazide 25 MG Oral Tablet, lisinopril 10 MG Oral Tablet

Output:
## Risk Assessment

**Type 2 Diabetes: MODERATE**
- HbA1c 6.1% (prediabetes range 5.7-6.4%)
- BMI 30.1 (obese)
- Age 49 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: 19yo Female
Vitals: BP 113/73 mmHg, BMI 22.4, Weight 57.0 kg, HR 97 bpm

Output:
## Risk Assessment

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

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

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


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

Input:
Patient: 28yo Female
Vitals: BP 117/66 mmHg, BMI 27.3, Weight 83.3 kg, HR 86 bpm

Output:
## Risk Assessment

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

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

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


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

Input:
Patient: 46yo Female
Vitals: BP 127/77 mmHg, BMI 30.3, Weight 91.5 kg, HR 73 bpm
Labs: Glucose 79.7 mg/dL, HbA1c 5.9 %, Total Cholesterol 283.9 mg/dL, HDL Cholesterol 60.4 mg/dL, Triglycerides 133.1 mg/dL, Creatinine 1.5 mg/dL
Active conditions: Prediabetes

Output:
## Risk Assessment

**Type 2 Diabetes: MODERATE**
- HbA1c 5.9% (prediabetes range 5.7-6.4%)
- BMI 30.3 (obese)
- Age 46 years (≥45 increases risk)
- History of prediabetes

**Hypertension: MODERATE**
- BP 127/77 mmHg (slightly 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: 26yo Male
Vitals: BP 138/79 mmHg, BMI 30.3, Weight 94.9 kg, HR 64 bpm

Output:
## Risk Assessment

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

**Hypertension: MODERATE**
- BP 138/79 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: 71yo Male
Vitals: BP 111/70 mmHg, BMI 30.3, Weight 94.6 kg, HR 83 bpm
Labs: Glucose 71.6 mg/dL, HbA1c 6.1 %, Total Cholesterol 185.2 mg/dL, HDL Cholesterol 28.7 mg/dL, Triglycerides 110.6 mg/dL, Creatinine 0.9 mg/dL
Active conditions: Essential Hypertension, Type 2 Diabetes, Diabetic Neuropathy
Medications: Simvastatin 20 MG Oral Tablet, losartan potassium 25 MG Oral Tablet, Hydrochlorothiazide 25 MG Oral Tablet, 24 HR Metformin hydrochloride 500 MG Extended Release Oral Tablet, amLODIPine 2.5 MG Oral Tablet

Output:
## Risk Assessment

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

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

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


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

Input:
Patient: 52yo Female
Vitals: BP 132/88 mmHg, BMI 27.1, Weight 74.1 kg, HR 62 bpm
Labs: Total Cholesterol 188.0 mg/dL, HDL Cholesterol 53.9 mg/dL, Triglycerides 143.1 mg/dL
Active conditions: Essential Hypertension
Medications: Hydrochlorothiazide 25 MG Oral Tablet, lisinopril 10 MG Oral Tablet, amLODIPine 2.5 MG Oral Tablet

Output:
## Risk Assessment

**Type 2 Diabetes: LOW**
- BMI 27.1 (overweight)
- Age 52 years (≥45 increases risk)

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

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


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

Input:
Patient: 69yo Female
Vitals: BP 135/83 mmHg, BMI 27.8, Weight 72.6 kg, HR 86 bpm
Labs: Total Cholesterol 156.6 mg/dL, HDL Cholesterol 48.5 mg/dL, Triglycerides 135.4 mg/dL

Output:
## Risk Assessment

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

**Hypertension: MODERATE**
- BP 135/83 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: 66yo Male
Vitals: BP 88/61 mmHg, BMI 29.4, Weight 95.3 kg, HR 77 bpm
Labs: Glucose 64.4 mg/dL, Glucose (serum) 83.9 mg/dL, HbA1c 5.9 %, Total Cholesterol 167.5 mg/dL, HDL Cholesterol 31.9 mg/dL, Triglycerides 144.5 mg/dL, Creatinine 3.4 mg/dL
Active conditions: Prediabetes
Medications: Simvastatin 20 MG Oral Tablet, Simvastatin 10 MG Oral Tablet

Output:
## Risk Assessment

**Type 2 Diabetes: MODERATE**
- HbA1c 5.9% (prediabetes range 5.7-6.4%)
- BMI 29.4 (overweight)
- Age 66 years (≥45 increases risk)
- History of prediabetes

**Hypertension: LOW**
- Age 66 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: 82yo Female
Vitals: BP 130/76 mmHg, BMI 27.5, Weight 75.5 kg, HR 80 bpm
Labs: Glucose 94.4 mg/dL, HbA1c 6.1 %, Total Cholesterol 170.7 mg/dL, HDL Cholesterol 55.0 mg/dL, Triglycerides 111.7 mg/dL, Creatinine 0.5 mg/dL
Active conditions: Prediabetes, Essential Hypertension
Medications: Hydrochlorothiazide 25 MG Oral Tablet

Output:
## Risk Assessment

**Type 2 Diabetes: MODERATE**
- HbA1c 6.1% (prediabetes range 5.7-6.4%)
- BMI 27.5 (overweight)
- Age 82 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: 74yo Female
Vitals: BP 90/72 mmHg, BMI 27.7, Weight 71.3 kg, HR 61 bpm
Labs: Glucose 93.2 mg/dL, Glucose (serum) 96.8 mg/dL, HbA1c 5.4 %, Total Cholesterol 157.0 mg/dL, HDL Cholesterol 51.2 mg/dL, Triglycerides 141.1 mg/dL, Creatinine 0.9 mg/dL
Active conditions: Prediabetes, Type 2 Diabetes, Diabetic Kidney Disease, Diabetic Retinopathy
Medications: Simvastatin 20 MG Oral Tablet, 24 HR Metformin hydrochloride 500 MG Extended Release Oral Tablet

Output:
## Risk Assessment

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

**Hypertension: LOW**
- Age 74 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: 6yo Female
Vitals: BP 126/83 mmHg, BMI 18.0, Weight 22.5 kg, HR 66 bpm

Output:
## Risk Assessment

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

**Hypertension: MODERATE**
- BP 126/83 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: 50yo Male
Vitals: BP 135/76 mmHg, BMI 30.0, Weight 97.2 kg, HR 87 bpm
Labs: Glucose 94.9 mg/dL, HbA1c 5.8 %, Total Cholesterol 233.4 mg/dL, HDL Cholesterol 57.6 mg/dL, Triglycerides 100.1 mg/dL, Creatinine 1.2 mg/dL
Active conditions: Prediabetes

Output:
## Risk Assessment

**Type 2 Diabetes: MODERATE**
- HbA1c 5.8% (prediabetes range 5.7-6.4%)
- BMI 30.0 (obese)
- Age 50 years (≥45 increases risk)
- History of prediabetes

**Hypertension: MODERATE**
- BP 135/76 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: 22yo Male
Vitals: BP 130/83 mmHg, BMI 21.5, Weight 66.2 kg, HR 97 bpm

Output:
## Risk Assessment

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

**Hypertension: MODERATE**
- BP 130/83 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: 41yo Female
Vitals: BP 132/77 mmHg, BMI 30.2, Weight 91.2 kg, HR 79 bpm
Labs: Glucose 90.6 mg/dL, Glucose (serum) 90.6 mg/dL, HbA1c 3.2 %, Total Cholesterol 272.2 mg/dL, HDL Cholesterol 65.9 mg/dL, Triglycerides 116.8 mg/dL, Creatinine 4.1 mg/dL
Active conditions: Essential Hypertension, Diabetic Kidney Disease, Prediabetes
Medications: insulin isophane  human 70 UNT/ML / insulin  regular  human 30 UNT/ML Injectable Suspension [Humulin], lisinopril 10 MG Oral Tablet

Output:
## Risk Assessment

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

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

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


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

Input:
Patient: 31yo Male
Vitals: BP 148/89 mmHg, BMI 26.6, Weight 84.2 kg, HR 62 bpm

Output:
## Risk Assessment

**Type 2 Diabetes: LOW**
- BMI 26.6 (overweight)

**Hypertension: HIGH**
- BP 148/89 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: 36yo Male
Vitals: BP 118/84 mmHg, BMI 30.3, Weight 100.6 kg, HR 86 bpm
Labs: Glucose 75.9 mg/dL, HbA1c 6.1 %, Total Cholesterol 157.5 mg/dL, HDL Cholesterol 57.1 mg/dL, Triglycerides 146.3 mg/dL, Creatinine 1.5 mg/dL
Active conditions: Prediabetes

Output:
## Risk Assessment

**Type 2 Diabetes: MODERATE**
- HbA1c 6.1% (prediabetes range 5.7-6.4%)
- BMI 30.3 (obese)
- History of prediabetes

**Hypertension: MODERATE**
- BP 118/84 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: 39yo Male
Vitals: BP 130/95 mmHg, BMI 29.5, Weight 80.9 kg, HR 77 bpm
Labs: Total Cholesterol 172.5 mg/dL, HDL Cholesterol 52.3 mg/dL, Triglycerides 136.6 mg/dL

Output:
## Risk Assessment

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

**Hypertension: HIGH**
- BP 130/95 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: 4yo Male
Vitals: BP 130/94 mmHg, BMI 17.6, Weight 18.7 kg, HR 76 bpm

Output:
## Risk Assessment

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

**Hypertension: HIGH**
- BP 130/94 mmHg (Stage 1+ hypertension)

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


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

Input:
Patient: 79yo Male
Vitals: BP 114/98 mmHg, BMI 27.8, Weight 74.9 kg, HR 62 bpm
Labs: Glucose 120.0 mg/dL, Glucose (serum) 118.3 mg/dL, HbA1c 6.9 %, Total Cholesterol 233.1 mg/dL, HDL Cholesterol 41.4 mg/dL, Triglycerides 156.5 mg/dL, Creatinine 0.6 mg/dL
Active conditions: Prediabetes, Type 2 Diabetes, Essential Hypertension
Medications: Simvastatin 20 MG Oral Tablet, atorvastatin 10 MG Oral Tablet, lisinopril 40 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: 17yo Female
Vitals: BP 89/82 mmHg, BMI 22.9, Weight 57.2 kg, HR 78 bpm

Output:
## Risk Assessment

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

**Hypertension: MODERATE**
- BP 89/82 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: 60yo Female
Vitals: BP 123/68 mmHg, BMI 27.5, Weight 67.4 kg, HR 90 bpm
Labs: Glucose 78.3 mg/dL, HbA1c 5.8 %, Total Cholesterol 185.9 mg/dL, HDL Cholesterol 31.0 mg/dL, Triglycerides 141.5 mg/dL, Creatinine 1.0 mg/dL
Active conditions: Prediabetes
Medications: Simvastatin 20 MG Oral Tablet, Simvastatin 10 MG Oral Tablet

Output:
## Risk Assessment

**Type 2 Diabetes: MODERATE**
- HbA1c 5.8% (prediabetes range 5.7-6.4%)
- BMI 27.5 (overweight)
- Age 60 years (≥45 increases risk)
- History of prediabetes

**Hypertension: LOW**
- BP 123/68 mmHg (slightly elevated)
- Age 60 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: 71yo Female
Vitals: BP 113/81 mmHg, BMI 27.4, Weight 72.8 kg, HR 94 bpm
Labs: Glucose 72.5 mg/dL, Total Cholesterol 208.8 mg/dL, HDL Cholesterol 37.1 mg/dL, Triglycerides 171.2 mg/dL, Creatinine 2.7 mg/dL
Medications: Simvastatin 10 MG Oral Tablet

Output:
## Risk Assessment

**Type 2 Diabetes: LOW**
- BMI 27.4 (overweight)
- Age 71 years (≥45 increases risk)

**Hypertension: MODERATE**
- BP 113/81 mmHg (elevated)
- Age 71 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: 32yo Male
Vitals: BP 129/74 mmHg, BMI 28.6, Weight 98.1 kg, HR 86 bpm
Labs: Glucose 65.7 mg/dL, HbA1c 6.3 %, Total Cholesterol 284.5 mg/dL, HDL Cholesterol 57.4 mg/dL, Triglycerides 111.2 mg/dL, Creatinine 1.6 mg/dL
Active conditions: Prediabetes

Output:
## Risk Assessment

**Type 2 Diabetes: MODERATE**
- HbA1c 6.3% (prediabetes range 5.7-6.4%)
- BMI 28.6 (overweight)
- History of prediabetes

**Hypertension: LOW**
- BP 129/74 mmHg (slightly elevated)

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


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

Input:
Patient: 7yo Female
Vitals: BP 146/88 mmHg, BMI 17.3, Weight 26.2 kg, HR 65 bpm

Output:
## Risk Assessment

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

**Hypertension: HIGH**
- BP 146/88 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: 31yo Female
Vitals: BP 108/82 mmHg, BMI 26.8, Weight 79.7 kg, HR 74 bpm
Labs: Total Cholesterol 229.9 mg/dL, HDL Cholesterol 32.9 mg/dL, Triglycerides 120.4 mg/dL

Output:
## Risk Assessment

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

**Hypertension: MODERATE**
- BP 108/82 mmHg (elevated)

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


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

Input:
Patient: 47yo Female
Vitals: BP 118/81 mmHg, BMI 28.0, Weight 81.6 kg, HR 97 bpm
Labs: Total Cholesterol 214.7 mg/dL, HDL Cholesterol 29.6 mg/dL, Triglycerides 110.8 mg/dL

Output:
## Risk Assessment

**Type 2 Diabetes: LOW**
- BMI 28.0 (overweight)
- Age 47 years (≥45 increases risk)

**Hypertension: MODERATE**
- BP 118/81 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: 37yo Female
Vitals: BP 125/70 mmHg, BMI 28.0, Weight 64.6 kg, HR 72 bpm
Labs: Glucose 87.1 mg/dL, HbA1c 5.8 %, Total Cholesterol 162.7 mg/dL, HDL Cholesterol 55.0 mg/dL, Triglycerides 143.2 mg/dL, Creatinine 0.8 mg/dL
Active conditions: Prediabetes

Output:
## Risk Assessment

**Type 2 Diabetes: MODERATE**
- HbA1c 5.8% (prediabetes range 5.7-6.4%)
- BMI 28.0 (overweight)
- History of prediabetes

**Hypertension: LOW**
- BP 125/70 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: 22yo Male
Vitals: BP 106/69 mmHg, BMI 23.7, Weight 76.4 kg, HR 82 bpm
Labs: Glucose 90.0 mg/dL, HbA1c 6.2 %, Creatinine 1.3 mg/dL
Active conditions: Prediabetes

Output:
## Risk Assessment

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

**Hypertension: 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: 54yo Female
Vitals: BP 116/91 mmHg, BMI 27.9, Weight 76.3 kg, HR 87 bpm
Labs: Glucose 81.5 mg/dL, Glucose (serum) 64.6 mg/dL, HbA1c 5.8 %, Total Cholesterol 162.8 mg/dL, HDL Cholesterol 51.7 mg/dL, Triglycerides 104.1 mg/dL, Creatinine 0.8 mg/dL
Active conditions: Prediabetes, Essential Hypertension
Medications: Hydrochlorothiazide 25 MG Oral Tablet

Output:
## Risk Assessment

**Type 2 Diabetes: MODERATE**
- HbA1c 5.8% (prediabetes range 5.7-6.4%)
- BMI 27.9 (overweight)
- Age 54 years (≥45 increases risk)
- History of prediabetes

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

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