Large Language Model Symptom Identification From Clinical Text: Multicenter Study - McMurry, Andrew J; Phelan, Dylan; Dixon, Brian E; Geva, Alon; Gottlieb, Daniel; Jones, James R; Terry, Michael; Taylor, David E; Callaway, Hannah; Manoharan, Sneha; Miller, Timothy; Olson, Karen L; et al. (Journal of medical Internet research, 2025)
Keywords: AI Language Models in Health Care; Clinical Informatics; Clinical Information and Decision Making; Electronic Health Records; Generative Language Models Including ChatGPT; Humans; Infectious Diseases (non-STD/STI); Information Retrieval; Language; Large Language Models; Natural Language Processing; Ontologies, Classifications, and Coding; Original Paper; emergency medical services; clinical text mining; infectious disease surveillance; epidemiologic methods; medical informatics; natural language processing; symptom recognition; large language models; electronic health records; artificial intelligence