How do I demonstrate FAVES for a predictive DSI?
FAVES — fair, appropriate, valid, effective, and safe — is the quality bar HTI-1 attaches to predictive DSIs, and you demonstrate it with documented validation, performance measurement across relevant subpopulations, and ongoing monitoring rather than a…
Answer.
FAVES — fair, appropriate, valid, effective, and safe — is the quality bar HTI-1 attaches to predictive DSIs, and you demonstrate it with documented validation, performance measurement across relevant subpopulations, and ongoing monitoring rather than a single declaration. Reproducible, comparable evaluation evidence is the backbone. Planisphere measures the valid/effective/fair-relevant behaviour against a fixed probe set and tracks drift; clinical appropriateness and safety determinations remain the developer's and clinician's responsibility.
The mark behind the answer.
predictive-DSI transparency · 31 source attributes · FAVES.
More on ONC HTI-1.
Prepare evidence for ONC HTI-1 review.
First evidence record within 21 days of access · re-runs in a single business day. Planisphere measures model behaviour and emits a reproducible, sha-pinned record — it does not certify, file, or give legal advice.