Michael Dalton

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

A methodology is implemented for evaluating large language models on sequential triage, the task of predicting a triage acuity label from a growing prefix of a nurse-patient conversation, which shows that the label at every checkpoint is anchored on the chief complaint exchanges, and prompting interventions fail to lif...