Unified Health Input Translator
Dynamic Feature Remapping Layer for Multi-Model Routing
Pause Flow
Reset
ZONE 01 / SOURCE CANONICAL CARD
ZONE 02 / TRANSLATION LAYER
ZONE 03 / DESTINATION MODELS
PATIENT_0812
AGE
BMI
SLEEP
SMOKING
BLOOD PRESSURE
DIET
ACTIVITY
TRANSLATION ENGINE
AGE -> age_scaled
BMI -> obesity_idx
BP -> mapped_map
SLEEP/SMOKE -> life_risk
DIET/ACT -> met_equiv
PREDICTIVE MODELS
DIABETES RISK
HEART DISEASE
STROKE RISK
HYPERTENSION
KIDNEY RISK
Active Translation Schema
Click a predictive model card above to inspect mapped feature transformations.