β-Thalassemia · governance
Decisions & override log
Local-only capture of (a) recommendations shown, (b) MDT decisions, and (c) override reasons.
Synthetic-data demonstrator · stored in browser localStorage only · NOT a clinical audit log.
No captured decisions yet. Use the "Decision capture" card on the Predict page to record an MDT agreement, override, or deferral.
This interface presents outputs of a research-preview prediction model. It is not a regulated decision-support tool. Predictions come from one calibrated XGBoost classifier per endpoint, fitted on a synthetic-labeled cohort (no PHI; labels anchored to published base rates) and evaluated on a held-out synthetic test split. Not pre-registered; not externally validated.