Automated Evaluation of Large Language Model Response Concordance with Human Specialist Responses on Physician-to-Physician eConsult Cases.
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| Title: | Automated Evaluation of Large Language Model Response Concordance with Human Specialist Responses on Physician-to-Physician eConsult Cases. |
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| Authors: | Wu DJ; Department of Radiation Oncology, Stanford Cancer Center, Palo Alto, CA, USA., Haredasht FN; Stanford Center for Biomedical Informatics Research, Stanford, CA, USA., Wu D; Department of Dermatology, Mass General Brigham, Harvard Medical School, Boston, USA., Ravi V; Stanford Mussallem Center for Biodesign, Stanford University, Stanford, CA, USA5Stanford University, School of Medicine, Stanford, CA, USA., McCoy LG; Division of Neurology, Faculty of Medicine and Dentistry, University of Alberta, Edmonton, AB, Canada7Department of Medicine, Beth Israel Deaconess Medical Center, Boston, MA, USA8Institute for Medical Engineering and Science, Massachusetts Institute of Technology, Cambridge, MA, USA., Weng Y; Quantitative Sciences Unit, Stanford University, School of Medicine, Stanford, CA, USA., Chopra K; Stanford Center for Biomedical Informatics Research, Stanford, CA, USA., Everett SS; Stanford University, School of Medicine, Stanford, CA, USA., Nageeb G; Stanford University, School of Medicine, Stanford, CA, USA., Chen W; Stanford Center for Biomedical Informatics Research, Stanford, CA, USA., Ma SP; 0Division of Hospital Medicine, Stanford University, School of Medicine, Stanford, CA, USA., Maharaj SK; 0Division of Hospital Medicine, Stanford University, School of Medicine, Stanford, CA, USA., Tran J; 0Division of Hospital Medicine, Stanford University, School of Medicine, Stanford, CA, USA., Rosengaus L; 1Stanford Health Care, Stanford Medicine, Palo Alto, CA, USA., Giang L; 1Stanford Health Care, Stanford Medicine, Palo Alto, CA, USA., Jee O; 2Division of Primary Care and Population Health, Stanford University School of Medicine, Palo Alto, CA, USA., Goh E; Stanford Center for Biomedical Informatics Research, Stanford, CA, USA13Clinical Excellence Research Center, Stanford School of Medicine, Stanford, CA, USA, ethangoh@stanford.edu., Chen JH; Stanford Center for Biomedical Informatics Research, Stanford, CA, USA10Division of Hospital Medicine, Stanford University, School of Medicine, Stanford, CA, USA13Clinical Excellence Research Center, Stanford School of Medicine, Stanford, CA, USA14Department of Medicine, Stanford University, Stanford, CA, USA. |
| Source: | Pacific Symposium on Biocomputing. Pacific Symposium on Biocomputing [Pac Symp Biocomput] 2026; Vol. 31, pp. 372-387. |
| Publication Type: | Journal Article |
| Journal Info: | Publisher: World Scientific Country of Publication: United States NLM ID: 9711271 Publication Model: Print Cited Medium: Internet ISSN: 2335-6936 (Electronic) Linking ISSN: 23356928 NLM ISO Abbreviation: Pac Symp Biocomput Subsets: MEDLINE |
| Database: | MEDLINE Ultimate |
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