AI RESEARCH
A Deployment Audit of Release-Side Risk in Conformal Triage under Prevalence Shift
arXiv CS.LG
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ArXi:2605.20956v1 Announce Type: new Conformal triage converts predictive scores into deployment actions that either release a case, flag it for urgent attention, or defer it to human review. Under prevalence shift, however, the usual summaries of marginal coverage and human-review rate can miss the safety-critical question of whether patients who truly experience the target event are released without review. To address this gap, we