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

arXiv:2610.01963v1 Announce Type: new Abstract: 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 lan