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Aditya Joshi

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#natural language process... Preprint Sep 2026

LLMs Anchor on Chief Complaint and Fail to Integrate Evidence in Sequential Clinical Triage

Triage in the emergency department (ED) is a sequential decision process that unfolds turn by turn. Existing evaluations of large language models (LLMs) for triage use completed retrospective records and report performance close to that of physicians. We implement a methodology for evaluating LLMs on sequential triage,...

Dipankar Srirag, Hao-Kai Zhao, Ashutosh Kumar et al. · 0 citations

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