Model Card Audit
Patient trajectory model
This card states exactly what the model was allowed to learn, predict, evaluate and claim in this release. Architecture labels and external publications do not create local DMD prediction performance.
Input, output and current result
InputRequired longitudinal patient-linked cell state, intervention and outcome data
→OutputDesired patient-specific trajectory and intervention response with uncertainty
- Training context
- No patient-linked longitudinal perturbation trajectory
- Held-out task
- Required prospective patient and site holdout
- Current result
- No patient-specific trajectory or treatment simulation is permitted.
- Permitted use
- Research roadmap only; no clinical decision support
Audit axes
The model is reviewed across twelve required axes.
- model identitydeclared locked no current result
- training data contextdeclared locked no current result
- input feature spacedeclared locked no current result
- output estimanddeclared locked no current result
- held out task and splitdeclared locked no current result
- permanent baselinesdeclared locked no current result
- primary metricsdeclared locked no current result
- current result or locked statedeclared locked no current result
- leakage and grouping controlsdeclared locked no current result
- calibration uncertainty and abstentiondeclared locked no current result
- permitted and prohibited usesdeclared locked no current result
- unlock conditiondeclared locked no current result
Permanent baselines
- natural-history and population-level reference models
Primary metrics
- prospective calibration
- safety
- subgroup performance
- clinical utility
Leakage control
registered_requirement_no_executed_split
Calibration / OOD
not_calibrated_for_dmd_response · not_validated_for_dmd_muscle_or_patient_context
Claim boundary
What this model card does not authorize
- validated dmd disease response prediction
- therapeutic efficacy or safety prediction
- patient specific or clinical decision support
- performance inherited from external foundation models
Unlock rule: Requires longitudinal data, prospective evaluation, privacy safeguards and clinical governance. Automatic unlock is disabled.