Method
Prediction Model Reproducibility Pack Checker
Can independent reviewers reproduce the prediction model evidence?
Field scoring contract
| Field | Type | Role | Direction | Scored |
|---|---|---|---|---|
| Model | text | context | context | no |
| Analysis code availability | select | evidence_signal | higher_is_better | yes |
| Pinned environment / dependencies | select | evidence_signal | higher_is_better | yes |
| Data dictionary and feature definitions | select | evidence_signal | higher_is_better | yes |
| Splits and patient-level grouping evidence | select | evidence_signal | higher_is_better | yes |
| Metric scripts and confidence intervals | select | evidence_signal | higher_is_better | yes |
| Reporting checklist alignment | select | evidence_signal | higher_is_better | yes |
Limits
- Preliminary output
- Human review required
- Not certification
- Context text is not averaged into numeric scores.
- Outputs require source/evidence review before decisions.