How do I audit a clinical algorithm for §1557 nondiscrimination?
Section 1557 requires reasonable efforts to identify and mitigate the risk that a decision-support tool discriminates on a protected basis, which in practice means measuring performance across protected cohorts and documenting the mitigation steps taken.…
Answer.
Section 1557 requires reasonable efforts to identify and mitigate the risk that a decision-support tool discriminates on a protected basis, which in practice means measuring performance across protected cohorts and documenting the mitigation steps taken. Reproducible, comparable measurement across groups is the core evidence. Planisphere measures model behaviour across cohorts and emits a sha-pinned record of it; it surfaces disparity for your mitigation, it does not certify nondiscrimination or render a legal conclusion.
The mark behind the answer.
ACA non-discrimination in patient-care AI.
More on HHS §1557.
Prepare evidence for HHS §1557 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.