Automated Evaluation of Large Language Model Response Concordance with Human Specialist Responses on Physician-to-Physician eConsult Cases
Year: 2025
Type: article
Language: en
Topic: Artificial Intelligence in Healthcare and Education
Authors and affiliations:
raw_author_name: David JH Wu
raw_affiliation_strings: Department of Dermatology, Mass General Brigham, Harvard Medical School, Boston, USA
Department of Radiation Oncology, Stanford Cancer Center, Palo Alto, CA, USA
raw_author_name: Fateme Nateghi Haredasht
raw_affiliation_strings: Stanford Center for Biomedical Informatics Research, Stanford, CA, USA
raw_author_name: David Wu
raw_affiliation_strings: Department of Dermatology, Mass General Brigham, Harvard Medical School, Boston, USA
Department of Radiation Oncology, Stanford Cancer Center, Palo Alto, CA, USA
raw_author_name: Vishnu Ravi
raw_affiliation_strings: Stanford Mussallem Center for Biodesign, Stanford University, Stanford, CA, USA
Stanford University, School of Medicine, Stanford, CA, USA
raw_author_name: Liam G. McCoy
raw_affiliation_strings: Department of Medicine, Beth Israel Deaconess Medical Center, Boston, MA, USA
Division of Neurology, Faculty of Medicine and Dentistry, University of Alberta, Edmonton, AB, Canada
Institute for Medical Engineering and Science, Massachusetts Institute of Technology, Cambridge, MA, USA
raw_author_name: Yingjie Weng
raw_affiliation_strings: Quantitative Sciences Unit, Stanford University, School of Medicine, Stanford, CA, USA
raw_author_name: Kanav Chopra
raw_affiliation_strings: Stanford Center for Biomedical Informatics Research, Stanford, CA, USA
raw_author_name: Selin S. Everett
raw_affiliation_strings: Stanford University, School of Medicine, Stanford, CA, USA
raw_author_name: George Nageeb
raw_affiliation_strings: Stanford University, School of Medicine, Stanford, CA, USA
raw_author_name: Wenyuan Chen
raw_affiliation_strings: Stanford Center for Biomedical Informatics Research, Stanford, CA, USA
raw_author_name: Stephen P. Ma
raw_affiliation_strings: Division of Hospital Medicine, Stanford University, School of Medicine, Stanford, CA, USA
raw_author_name: Saloni Kumar Maharaj
raw_affiliation_strings: Division of Hospital Medicine, Stanford University, School of Medicine, Stanford, CA, USA
raw_author_name: Jessica Tran
raw_affiliation_strings: Division of Hospital Medicine, Stanford University, School of Medicine, Stanford, CA, USA
raw_author_name: Leah Rosengaus
raw_affiliation_strings: Stanford Health Care, Stanford Medicine, Palo Alto, CA, USA
raw_author_name: Lena Giang
raw_affiliation_strings: Stanford Health Care, Stanford Medicine, Palo Alto, CA, USA
raw_author_name: Olivia Jee
raw_affiliation_strings: Division of Primary Care and Population Health, Stanford University School of Medicine, Palo Alto, CA, USA
raw_author_name: Ethan Goh
raw_affiliation_strings: Clinical Excellence Research Center, Stanford School of Medicine, Stanford, CA, USA
Stanford Center for Biomedical Informatics Research, Stanford, CA, USA
raw_author_name: Jonathan H Chen
raw_affiliation_strings: Clinical Excellence Research Center, Stanford School of Medicine, Stanford, CA, USA
Department of Medicine, Stanford University, Stanford, CA, USA
Division of Hospital Medicine, Stanford University, School of Medicine, Stanford, CA, USA
Stanford Center for Biomedical Informatics Research, Stanford, CA, USA