AI RESEARCH
EQUITRIAGE: A Fairness Audit of Gender Bias in LLM-Based Emergency Department Triage
arXiv CS.CL
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ArXi:2605.03998v1 Announce Type: new Emergency department triage assigns patients an acuity score that determines treatment priority, and clinical evidence documents persistent gender disparities in human acuity assessment. As hospitals pilot large language models (LLMs) as triage decision, a critical question is whether these models reproduce or mitigate known biases.