Counterfactual Auditing of Bias in Open-Source Large Language Models for Clinical Triage

Manar Aljohani, Brandon Ho, Kenneth McKinley +2

Emergency department (ED) triage is a high-stakes prioritization task in which demographic, socioeconomic, and system-context information may improperly influence acuity assignment…