Alignment of Large Language Model Responses With Human Therapists in Motivational Interviewing.

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Title: Alignment of Large Language Model Responses With Human Therapists in Motivational Interviewing.
Authors: Teferra BG; Interventional Psychiatry Program, St Michael's Hospital, Unity Health Toronto, Toronto, Ontario, Canada., Huang S; David R. Cheriton School of Computer Science, University of Waterloo, Waterloo, Ontario, Canada., Johny N; Faculty of Engineering, iBioMed Program, McMaster University, Hamilton, Ontario, Canada., Perivolaris A; Interventional Psychiatry Program, St Michael's Hospital, Unity Health Toronto, Toronto, Ontario, Canada., Al-Shamali H; Interventional Psychiatry Program, St Michael's Hospital, Unity Health Toronto, Toronto, Ontario, Canada., Parkington K; Interventional Psychiatry Program, St Michael's Hospital, Unity Health Toronto, Toronto, Ontario, Canada., Rueda A; Interventional Psychiatry Program, St Michael's Hospital, Unity Health Toronto, Toronto, Ontario, Canada., Zeifman RJ; Department of Psychology, The New School for Social Research, New York, New York.; NYU Center for Psychedelic Medicine, NYU Grossman School of Medicine, New York, New York.; Centre for Psychedelic Research, Department of Brain Sciences, Faculty of Medicine, Imperial College London, London, United Kingdom., Sharma D; Department of Mathematics and Statistics, York University, Toronto, Ontario, Canada., Krishnan S; Electrical, Computer, and Biomedical Engineering, Toronto Metropolitan University, Toronto, Ontario, Canada., Monson C; Department of Psychology, Toronto Metropolitan University, Toronto, Ontario, Canada., Bhat V; Interventional Psychiatry Program, St Michael's Hospital, Unity Health Toronto, Toronto, Ontario, Canada.; Department of Psychiatry, University of Toronto, Toronto, Ontario, Canada.
Source: JAMA network open [JAMA Netw Open] 2026 Mar 02; Vol. 9 (3), pp. e262750. Date of Electronic Publication: 2026 Mar 02.
Publication Type: Journal Article
Journal Info: Publisher: American Medical Association Country of Publication: United States NLM ID: 101729235 Publication Model: Electronic Cited Medium: Internet ISSN: 2574-3805 (Electronic) Linking ISSN: 25743805 NLM ISO Abbreviation: JAMA Netw Open Subsets: MEDLINE
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  Data: Alignment of Large Language Model Responses With Human Therapists in Motivational Interviewing.
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  Data: <searchLink fieldCode="AU" term="%22Teferra+BG%22">Teferra BG</searchLink>; Interventional Psychiatry Program, St Michael's Hospital, Unity Health Toronto, Toronto, Ontario, Canada.<br /><searchLink fieldCode="AU" term="%22Huang+S%22">Huang S</searchLink>; David R. Cheriton School of Computer Science, University of Waterloo, Waterloo, Ontario, Canada.<br /><searchLink fieldCode="AU" term="%22Johny+N%22">Johny N</searchLink>; Faculty of Engineering, iBioMed Program, McMaster University, Hamilton, Ontario, Canada.<br /><searchLink fieldCode="AU" term="%22Perivolaris+A%22">Perivolaris A</searchLink>; Interventional Psychiatry Program, St Michael's Hospital, Unity Health Toronto, Toronto, Ontario, Canada.<br /><searchLink fieldCode="AU" term="%22Al-Shamali+H%22">Al-Shamali H</searchLink>; Interventional Psychiatry Program, St Michael's Hospital, Unity Health Toronto, Toronto, Ontario, Canada.<br /><searchLink fieldCode="AU" term="%22Parkington+K%22">Parkington K</searchLink>; Interventional Psychiatry Program, St Michael's Hospital, Unity Health Toronto, Toronto, Ontario, Canada.<br /><searchLink fieldCode="AU" term="%22Rueda+A%22">Rueda A</searchLink>; Interventional Psychiatry Program, St Michael's Hospital, Unity Health Toronto, Toronto, Ontario, Canada.<br /><searchLink fieldCode="AU" term="%22Zeifman+RJ%22">Zeifman RJ</searchLink>; Department of Psychology, The New School for Social Research, New York, New York.; NYU Center for Psychedelic Medicine, NYU Grossman School of Medicine, New York, New York.; Centre for Psychedelic Research, Department of Brain Sciences, Faculty of Medicine, Imperial College London, London, United Kingdom.<br /><searchLink fieldCode="AU" term="%22Sharma+D%22">Sharma D</searchLink>; Department of Mathematics and Statistics, York University, Toronto, Ontario, Canada.<br /><searchLink fieldCode="AU" term="%22Krishnan+S%22">Krishnan S</searchLink>; Electrical, Computer, and Biomedical Engineering, Toronto Metropolitan University, Toronto, Ontario, Canada.<br /><searchLink fieldCode="AU" term="%22Monson+C%22">Monson C</searchLink>; Department of Psychology, Toronto Metropolitan University, Toronto, Ontario, Canada.<br /><searchLink fieldCode="AU" term="%22Bhat+V%22">Bhat V</searchLink>; Interventional Psychiatry Program, St Michael's Hospital, Unity Health Toronto, Toronto, Ontario, Canada.; Department of Psychiatry, University of Toronto, Toronto, Ontario, Canada.
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