Large Language Model Symptom Identification From Clinical Text: Multicenter Study

Andrew J McMurry   ^{1, 2} , PhD ;   Dylan Phelan   ¹ , MS ;   Brian E Dixon   ^{3, 4} , MPA, PhD ;   Alon Geva   ^{1, 5} , MPH, MD ;   Daniel Gottlieb   ^{1, 6} , MPA ;   James R Jones   ¹ , MPhil ;   Michael Terry   ¹ , BS ;   David E Taylor   ⁴ , BS ;   Hannah Callaway   ⁴ , MS ;   Sneha Manoharan   ⁴ , MS ;   Timothy Miller   ^{1, 2} , PhD ;   Karen L Olson   ^{1, 2} , PhD ;   Kenneth D Mandl   ^{1, 2} , MPH, MD

¹ Computational Health Informatics Program, Boston Children's Hospital, Boston, MA, United States

² Department of Pediatrics, Harvard Medical School, Boston, MA, United States

³ Department of Health Policy and Management, Fairbanks School of Public Health, Indiana University, Indianapolis, IN, United States

⁴ Center for Biomedical Informatics, Regenstrief Institute, Indianapolis, IN, United States

⁵ Department of Anesthesia, Harvard Medical School, Boston, MA, United States

⁶ Department of Biomedical Informatics, Harvard Medical School, Boston, MA, United States