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Red teaming ChatGPT in medicine to yield real-world insights on model behavior.

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Title: Red teaming ChatGPT in medicine to yield real-world insights on model behavior.
Authors: Chang CT; Department of Dermatology, Stanford University, Stanford, USA.; Clinical Excellence Research Center, School of Medicine, Stanford University, Palo Alto, CA, USA., Farah H; Department of Dermatology, Stanford University, Stanford, USA., Gui H; Department of Dermatology, Stanford University, Stanford, USA.; School of Medicine, Stanford University, Stanford, CA, USA., Rezaei SJ; School of Medicine, Stanford University, Stanford, CA, USA., Bou-Khalil C; School of Medicine, Stanford University, Stanford, CA, USA., Park YJ; Temerty Faculty of Medicine, Toronto, ON, Canada., Swaminathan A; School of Medicine, Stanford University, Stanford, CA, USA., Omiye JA; Department of Dermatology, Stanford University, Stanford, USA.; Department of Biomedical Data Science, Stanford University, Stanford, CA, USA., Kolluri A; Stanford University, Stanford, CA, USA., Chaurasia A; Department of Computer Science, Stanford University, Stanford, CA, USA.; Center for Biomedical Informatics Research, Stanford University, Stanford, CA, USA., Lozano A; Department of Biomedical Data Science, Stanford University, Stanford, CA, USA., Heiman A; Stanford University, Stanford, CA, USA., Jia AS; Stanford University, Stanford, CA, USA., Kaushal A; Department of Bioengineering, Stanford University, Stanford, CA, USA., Jia A; Stanford University, Stanford, CA, USA., Iacovelli A; Department of Pediatrics, Stanford University, Stanford, CA, USA., Yang A; Department of Biomedical Data Science, Stanford University, Stanford, CA, USA.; Department of Mathematics and Statistics, McGill University, Montreal, QC, Canada., Salles A; Stanford University, Stanford, CA, USA., Singhal A; Department of Computer Science, Stanford University, Stanford, CA, USA., Narasimhan B; Stanford University, Stanford, CA, USA., Belai B; Department of Psychiatry, Stanford University, Stanford, CA, USA., Jacobson BH; School of Medicine, Stanford University, Stanford, CA, USA., Li B; Department of Biomedical Data Science, Stanford University, Stanford, CA, USA., Poe CH; School of Medicine, Stanford University, Stanford, CA, USA., Sanghera C; Stanford University, Stanford, CA, USA., Zheng C; School of Medicine, Stanford University, Stanford, CA, USA., Messer C; Stanford University, Stanford, CA, USA., Kettud DV; Stanford University, Stanford, CA, USA., Pandya D; Stanford University, Stanford, CA, USA., Kaur D; School of Medicine, Stanford University, Stanford, CA, USA., Hla D; Mayo Clinic Alix School of Medicine, Rochester, NY, USA., Dindoust D; Stanford University, Stanford, CA, USA., Moehrle D; School of Medicine, Stanford University, Stanford, CA, USA., Ross D; Department of Statistics, Stanford University, Stanford, CA, USA., Chou E; Department of Biomedical Data Science, Stanford University, Stanford, CA, USA., Lin E; Veterans Affairs Medical Center, Palo Alto, CA, USA., Haredasht FN; Center for Biomedical Informatics Research, Stanford University, Stanford, CA, USA., Cheng G; Department of Biomedical Data Science, Stanford University, Stanford, CA, USA., Gao I; Stanford University, Stanford, CA, USA., Chang J; Department of Biomedical Data Science, Stanford University, Stanford, CA, USA., Silberg J; Department of Biomedical Data Science, Stanford University, Stanford, CA, USA., Fries JA; Center for Biomedical Informatics Research, Stanford University, Stanford, CA, USA., Xu J; Department of Biomedical Data Science, Stanford University, Stanford, CA, USA., Jamison J; Department of Statistics, Stanford University, Stanford, CA, USA., Tamaresis JS; Department of Biomedical Data Science, Stanford University, Stanford, CA, USA., Chen JH; Clinical Excellence Research Center, School of Medicine, Stanford University, Palo Alto, CA, USA.; Center for Biomedical Informatics Research, Stanford University, Stanford, CA, USA.; Department of Medicine, Stanford University, Stanford, CA, USA., Lazaro J; Department of Biomedical Data Science, Stanford University, Stanford, CA, USA., Banda JM; Technology and Digital Solutions, Stanford Health Care, Palo Alto, CA, USA., Lee JJ; Department of Pediatrics, Stanford University, Stanford, CA, USA., Matthys KE; Department of Biomedical Data Science, Stanford University, Stanford, CA, USA., Steffner KR; Department of Anesthesiology, Stanford University, Stanford, CA, USA., Tian L; Stanford University, Stanford, CA, USA., Pegolotti L; Department of Pediatrics, Stanford University, Stanford, CA, USA., Srinivasan M; School of Medicine, Stanford University, Stanford, CA, USA., Manimaran M; Graduate School of Business, Stanford University, Stanford, CA, USA., Schwede M; Department of Medicine, Stanford University, Stanford, CA, USA., Zhang M; Department of Statistics, Stanford University, Stanford, CA, USA., Nguyen M; Stanford University, Stanford, CA, USA., Fathzadeh M; Department of Epidemiology and Population Health, Stanford University, Stanford, CA, USA., Zhao Q; Department of Biomedical Data Science, Stanford University, Stanford, CA, USA., Bajra R; School of Medicine, Stanford University, Stanford, CA, USA., Khurana R; Department of Biomedical Data Science, Stanford University, Stanford, CA, USA., Azam R; Stanford University, Stanford, CA, USA., Bartlett R; Stanford BioDesign, Stanford University, Stanford, CA, USA., Truong ST; Department of Computer Science, Stanford University, Stanford, CA, USA., Fleming SL; Department of Biomedical Data Science, Stanford University, Stanford, CA, USA., Raj S; Center for Biomedical Informatics Research, Stanford University, Stanford, CA, USA., Behr S; Department of Education and Psychology, Freie Universität Berlin, Berlin, Germany., Onyeka S; Department of Dermatology, Stanford University, Stanford, USA., Muppidi S; Stanford University, Stanford, CA, USA., Bandali T; Stanford University, Stanford, CA, USA., Eulalio TY; Department of Biomedical Data Science, Stanford University, Stanford, CA, USA., Chen W; Department of Biomedical Data Science, Stanford University, Stanford, CA, USA., Zhou X; Department of Epidemiology and Population Health, Stanford University, Stanford, CA, USA., Ding Y; Department of Biomedical Data Science, Stanford University, Stanford, CA, USA.; Department of Genetics, Stanford School of Medicine, Stanford, CA, USA.; Department of Clinical and Translational Science, Harvard Medical School, Boston, MA, USA., Cui Y; Stanford University, Stanford, CA, USA., Tan Y; Department of Pathology, Stanford University, Stanford, CA, USA., Liu Y; Department of Epidemiology and Population Health, Stanford University, Stanford, CA, USA., Shah N; School of Medicine, Stanford University, Stanford, CA, USA.; Department of Biomedical Data Science, Stanford University, Stanford, CA, USA., Daneshjou R; Department of Dermatology, Stanford University, Stanford, USA. roxanad@stanford.edu.; School of Medicine, Stanford University, Stanford, CA, USA. roxanad@stanford.edu.
Source: NPJ digital medicine [NPJ Digit Med] 2025 Mar 07; Vol. 8 (1), pp. 149. Date of Electronic Publication: 2025 Mar 07.
Publication Type: Journal Article
Journal Info: Publisher: Nature Publishing Group Country of Publication: England NLM ID: 101731738 Publication Model: Electronic Cited Medium: Internet ISSN: 2398-6352 (Electronic) Linking ISSN: 23986352 NLM ISO Abbreviation: NPJ Digit Med Subsets: PubMed not MEDLINE
Database: MEDLINE Ultimate
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            NameFull: Tamaresis JS
      – PersonEntity:
          Name:
            NameFull: Chen JH
      – PersonEntity:
          Name:
            NameFull: Lazaro J
      – PersonEntity:
          Name:
            NameFull: Banda JM
      – PersonEntity:
          Name:
            NameFull: Lee JJ
      – PersonEntity:
          Name:
            NameFull: Matthys KE
      – PersonEntity:
          Name:
            NameFull: Steffner KR
      – PersonEntity:
          Name:
            NameFull: Tian L
      – PersonEntity:
          Name:
            NameFull: Pegolotti L
      – PersonEntity:
          Name:
            NameFull: Srinivasan M
      – PersonEntity:
          Name:
            NameFull: Manimaran M
      – PersonEntity:
          Name:
            NameFull: Schwede M
      – PersonEntity:
          Name:
            NameFull: Zhang M
      – PersonEntity:
          Name:
            NameFull: Nguyen M
      – PersonEntity:
          Name:
            NameFull: Fathzadeh M
      – PersonEntity:
          Name:
            NameFull: Zhao Q
      – PersonEntity:
          Name:
            NameFull: Bajra R
      – PersonEntity:
          Name:
            NameFull: Khurana R
      – PersonEntity:
          Name:
            NameFull: Azam R
      – PersonEntity:
          Name:
            NameFull: Bartlett R
      – PersonEntity:
          Name:
            NameFull: Truong ST
      – PersonEntity:
          Name:
            NameFull: Fleming SL
      – PersonEntity:
          Name:
            NameFull: Raj S
      – PersonEntity:
          Name:
            NameFull: Behr S
      – PersonEntity:
          Name:
            NameFull: Onyeka S
      – PersonEntity:
          Name:
            NameFull: Muppidi S
      – PersonEntity:
          Name:
            NameFull: Bandali T
      – PersonEntity:
          Name:
            NameFull: Eulalio TY
      – PersonEntity:
          Name:
            NameFull: Chen W
      – PersonEntity:
          Name:
            NameFull: Zhou X
      – PersonEntity:
          Name:
            NameFull: Ding Y
      – PersonEntity:
          Name:
            NameFull: Cui Y
      – PersonEntity:
          Name:
            NameFull: Tan Y
      – PersonEntity:
          Name:
            NameFull: Liu Y
      – PersonEntity:
          Name:
            NameFull: Shah N
      – PersonEntity:
          Name:
            NameFull: Daneshjou R
    IsPartOfRelationships:
      – BibEntity:
          Dates:
            – D: 07
              M: 03
              Text: 2025 Mar 07
              Type: published
              Y: 2025
          Identifiers:
            – Type: issn-electronic
              Value: 2398-6352
          Numbering:
            – Type: volume
              Value: 8
            – Type: issue
              Value: 1
          Titles:
            – TitleFull: NPJ digital medicine
              Type: main
ResultId 1