Data Science & Analytics
Evaluating With Leakage Gates
Evaluate an OpenMed de-identification or clinical NER model against the leakage-first release gates G1a through G8, which gate releases on residual PHI leakage rather than on F1. Use when the user wants to run the OpenMed eval harness on a synthetic golden set, decide whether a de-id model is RELEASABLE or QUARANTINED, enforce direct-identifier recall floors, require zero critical leakage, fit calibration thresholds, or produce a signed gate report. Trigger on \"release gate\", \"leakage\", \"is this model safe to ship\", \"G1a\", \"G3\", \"quarantine\", \"recall floor\", or \"calibration thresholds\" in an OpenMed de-id context.
- Publisher / source
- maziyarpanahi/openmed (found on GitHub top repositories)
- Upstream record
- maziyarpanahi/openmed
- Version
- Version 1
- Published
- Publication review
- Approved for publication
- Content fingerprint
d4f373b175352afc64588d944df7fc651326dd032e04d63da5e1cd032045d348