Diabetes Risk Forecast
Simulate projected outcomes based on real inputs
Current Risk
13%
Risk Trajectory Graph
baseline
Forecast is probabilistic, not diagnostic • Based on current data and trends
Simulation Controls
Steps per Day
High Impact
8000
Sleep Hours per Night
Medium Impact
7.2 hrs
Heart Rate Variability
Medium Impact
42 ms
BMI
High Impact
24.5
Input Data Trends
Steps Trend
Last 7 monthsCurrent: 8k-13% change
Genetic Insights
T
TCF7L2
rs7903146
Increased risk for Type 2 Diabetes
✓
No high-risk monogenic variants detectedGenetic data provided by 23andMe • Last updated May 20, 2023
Patient Snapshot
Current Risk Level
Moderate (12%)
Key Risk Factors
- • Age: 47
- • Family history of T2D
- • TCF7L2 genetic variant
- • Sedentary periods > 2hrs
Protective Factors
- • Normal BMI (24.5)
- • Good sleep hygiene
- • Normal HbA1c (5.6%)
- • Regular physical activity
Notes + Snapshot
Model Version:HDT-DM-2.3.1
Validation Accuracy:87%
Timestamp:Jun 6, 2025 at 12:20 PM
Recent Labs
December 8, 2024
HbA1c
5.6%
Normal
Fasting Glucose
94 mg/dL
Normal
CRP
1.2 mg/L
Low Risk
LDL
118 mg/dL
Borderline
Current Interventions
No current interventions.
Privacy + Metadata
i
Federated AI used — data never leaves local systemAll processing happens on-device to protect patient privacy. Model weights are updated centrally without sharing raw data.
Model Version:HDT-DM-2.3.1
Last Updated:9/30/2023
Validation Accuracy:87%