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Mindbench.ai: an actionable platform to evaluate the profile and performance of large language models in a mental healthcare context.

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Title: Mindbench.ai: an actionable platform to evaluate the profile and performance of large language models in a mental healthcare context.
Authors: Dwyer B; Division of Digital Psychiatry, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA, USA., Flathers M; Division of Digital Psychiatry, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA, USA., Sano A; Department of Electrical and Computer Engineering, Rice University, Houston, TX, USA., Dempsey A; Department of Psychiatry and Family Medicine, School of Medicine, Centers for American Indian and Alaska Native Health, Colorado School of Public Health, Telemedicine Helen and Arthur E. Johnson Depression Center, University of Colorado Anschutz Medical Campus, Aurora, CO, USA., Cipriani A; Department of Psychiatry, University of Oxford, UK; Oxford Precision Psychiatry Lab, National Institute for Health and Care Research (NIHR) Oxford Health Biomedical Research Centre, Oxford, UK., Gazi AH; School of Engineering and Applied Sciences, Harvard University, Cambridge, MA, USA., Hill B; Division of Digital Psychiatry, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA, USA., Gorban C; The Brain and Mind Centre, The University of Sydney, Camperdown, New South Wales, Australia., Rodriguez CI; Department of Psychiatry and Behavioral Sciences, Stanford University, Stanford, CA, USA., Stromeyer C 4th; Peer Advisory Advocacy and Research Council, Massachusetts Mental Health Center Public Psychiatry Division of the Beth Israel Deaconess Medical Center, Boston, MA, USA., King D; Department of Psychiatry, The University of Texas Southwestern Medical Center, Dallas, TX, USA., Rozenblit E; Division of Digital Psychiatry, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA, USA., Strudwick G; Centre for Addiction and Mental Health, Toronto, Ontario, Canada., Linardon J; School of Psychology, Deakin University, Geelong, VIC, Australia., Cheong J; Division of Digital Psychiatry, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA, USA., Firth J; Division of Psychology and Mental Health, University of Manchester, Manchester Academic Health Science Centre, Manchester, UK., Herpertz J; Department of Psychiatry and Neuroscience, Campus Benjamin Franklin, Charité-Universitätsmedizin Berlin, Berlin, Germany., Schwarz J; Department of Psychiatry and Psychotherapy, Center for Mental Health, Immanuel Hospital Rüdersdorf, Brandenburg Medical School Theodor Fontane, Rüdersdorf, Germany., Truong K; Division of Digital Psychiatry, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA, USA., Emerson M; College of Nursing, University of Nebraska Medical Center, Omaha, USA., Paulus MP; Laureate Institute for Brain Research, Tulsa, OK, USA., Patriquin M; Baylor College of Medicine, One Baylor Plaza, Houston, TX, USA., Hua Y; Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA, USA., Choudhary S; Department of Psychiatry, National Institute of Mental Health and Neurosciences, Bangalore, India., Siddals S; Division of Digital Psychiatry, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA, USA., Pinillos LO; Institute for Life Course Health Research, Department of Global Health, Faculty of Medicine and Health Sciences, Stellenbosch University, Stellenbosch, South Africa., Bantjes J; Department of Psychiatry and Mental Health, Faculty of Medicine, Pontificia Universidad Javeriana, Bogota, Colombia., Schueller SM; Department of Psychological Science, University of California, Irvine, CA, USA., Xu X; Department of Biomedical Informatics, Columbia University, NY, USA., Duckworth K; National Alliance on Mental Illness (NAMI), Arlington, VA, USA., Gillison DH; National Alliance on Mental Illness (NAMI), Arlington, VA, USA., Wood M; National Alliance on Mental Illness (NAMI), Arlington, VA, USA., Torous J; Division of Digital Psychiatry, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA, USA. jtorous@bidmc.harvard.edu.
Source: NPP - digital psychiatry and neuroscience [NPP Digit Psychiatry Neurosci] 2025 Nov 14; Vol. 3 (1), pp. 28. Date of Electronic Publication: 2025 Nov 14.
Publication Type: Journal Article
Journal Info: Publisher: Springer International Publishing Country of Publication: Switzerland NLM ID: 9918843683806676 Publication Model: Electronic Cited Medium: Internet ISSN: 2948-1570 (Electronic) Linking ISSN: 29481570 NLM ISO Abbreviation: NPP Digit Psychiatry Neurosci Subsets: PubMed not MEDLINE
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Johnson Depression Center, University of Colorado Anschutz Medical Campus, Aurora, CO, USA.<br /><searchLink fieldCode="AU" term="%22Cipriani+A%22">Cipriani A</searchLink>; Department of Psychiatry, University of Oxford, UK; Oxford Precision Psychiatry Lab, National Institute for Health and Care Research (NIHR) Oxford Health Biomedical Research Centre, Oxford, UK.<br /><searchLink fieldCode="AU" term="%22Gazi+AH%22">Gazi AH</searchLink>; School of Engineering and Applied Sciences, Harvard University, Cambridge, MA, USA.<br /><searchLink fieldCode="AU" term="%22Hill+B%22">Hill B</searchLink>; Division of Digital Psychiatry, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA, USA.<br /><searchLink fieldCode="AU" term="%22Gorban+C%22">Gorban C</searchLink>; The Brain and Mind Centre, The University of Sydney, Camperdown, New South Wales, Australia.<br /><searchLink fieldCode="AU" term="%22Rodriguez+CI%22">Rodriguez CI</searchLink>; Department of Psychiatry and Behavioral Sciences, Stanford University, Stanford, CA, USA.<br /><searchLink fieldCode="AU" term="%22Stromeyer+C+4th%22">Stromeyer C 4th</searchLink>; Peer Advisory Advocacy and Research Council, Massachusetts Mental Health Center Public Psychiatry Division of the Beth Israel Deaconess Medical Center, Boston, MA, USA.<br /><searchLink fieldCode="AU" term="%22King+D%22">King D</searchLink>; Department of Psychiatry, The University of Texas Southwestern Medical Center, Dallas, TX, USA.<br /><searchLink fieldCode="AU" term="%22Rozenblit+E%22">Rozenblit E</searchLink>; Division of Digital Psychiatry, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA, USA.<br /><searchLink fieldCode="AU" term="%22Strudwick+G%22">Strudwick G</searchLink>; Centre for Addiction and Mental Health, Toronto, Ontario, Canada.<br /><searchLink fieldCode="AU" term="%22Linardon+J%22">Linardon J</searchLink>; School of Psychology, Deakin University, Geelong, VIC, Australia.<br /><searchLink fieldCode="AU" term="%22Cheong+J%22">Cheong J</searchLink>; Division of Digital Psychiatry, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA, USA.<br /><searchLink fieldCode="AU" term="%22Firth+J%22">Firth J</searchLink>; Division of Psychology and Mental Health, University of Manchester, Manchester Academic Health Science Centre, Manchester, UK.<br /><searchLink fieldCode="AU" term="%22Herpertz+J%22">Herpertz J</searchLink>; Department of Psychiatry and Neuroscience, Campus Benjamin Franklin, Charité-Universitätsmedizin Berlin, Berlin, Germany.<br /><searchLink fieldCode="AU" term="%22Schwarz+J%22">Schwarz J</searchLink>; Department of Psychiatry and Psychotherapy, Center for Mental Health, Immanuel Hospital Rüdersdorf, Brandenburg Medical School Theodor Fontane, Rüdersdorf, Germany.<br /><searchLink fieldCode="AU" term="%22Truong+K%22">Truong K</searchLink>; Division of Digital Psychiatry, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA, USA.<br /><searchLink fieldCode="AU" term="%22Emerson+M%22">Emerson M</searchLink>; College of Nursing, University of Nebraska Medical Center, Omaha, USA.<br /><searchLink fieldCode="AU" term="%22Paulus+MP%22">Paulus MP</searchLink>; Laureate Institute for Brain Research, Tulsa, OK, USA.<br /><searchLink fieldCode="AU" term="%22Patriquin+M%22">Patriquin M</searchLink>; Baylor College of Medicine, One Baylor Plaza, Houston, TX, USA.<br /><searchLink fieldCode="AU" term="%22Hua+Y%22">Hua Y</searchLink>; Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA, USA.<br /><searchLink fieldCode="AU" term="%22Choudhary+S%22">Choudhary S</searchLink>; Department of Psychiatry, National Institute of Mental Health and Neurosciences, Bangalore, India.<br /><searchLink fieldCode="AU" term="%22Siddals+S%22">Siddals S</searchLink>; Division of Digital Psychiatry, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA, USA.<br /><searchLink fieldCode="AU" term="%22Pinillos+LO%22">Pinillos LO</searchLink>; Institute for Life Course Health Research, Department of Global Health, Faculty of Medicine and Health Sciences, Stellenbosch University, Stellenbosch, South Africa.<br /><searchLink fieldCode="AU" term="%22Bantjes+J%22">Bantjes J</searchLink>; Department of Psychiatry and Mental Health, Faculty of Medicine, Pontificia Universidad Javeriana, Bogota, Colombia.<br /><searchLink fieldCode="AU" term="%22Schueller+SM%22">Schueller SM</searchLink>; Department of Psychological Science, University of California, Irvine, CA, USA.<br /><searchLink fieldCode="AU" term="%22Xu+X%22">Xu X</searchLink>; Department of Biomedical Informatics, Columbia University, NY, USA.<br /><searchLink fieldCode="AU" term="%22Duckworth+K%22">Duckworth K</searchLink>; National Alliance on Mental Illness (NAMI), Arlington, VA, USA.<br /><searchLink fieldCode="AU" term="%22Gillison+DH%22">Gillison DH</searchLink>; National Alliance on Mental Illness (NAMI), Arlington, VA, USA.<br /><searchLink fieldCode="AU" term="%22Wood+M%22">Wood M</searchLink>; National Alliance on Mental Illness (NAMI), Arlington, VA, USA.<br /><searchLink fieldCode="AU" term="%22Torous+J%22">Torous J</searchLink>; Division of Digital Psychiatry, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA, USA. jtorous@bidmc.harvard.edu.
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              Text: 2025 Nov 14
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