Counterfactual Auditing of Bias in Open-Source Large Language Models for Clinical Triage
Emergency department (ED) triage is a high-stakes prioritization task in which demographic, socioeconomic, and system-context information may improperly influence acuity assignment. Although open-source large language models (LLMs) are increasingly considered for local and privacy-preserving clinical decision support,...
Manar Aljohani, Brandon Ho, Kenneth W. McKinley et al.
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