Zero-Shot Large Language Models for Preliminary Prediction of PTSD Symptoms From Clinical Interview Transcripts: Grands modèles de langage sans exemple pour la prédiction préliminaire des symptômes de TSPT à partir de transcriptions d'entrevues cliniques.
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| Title: | Zero-Shot Large Language Models for Preliminary Prediction of PTSD Symptoms From Clinical Interview Transcripts: Grands modèles de langage sans exemple pour la prédiction préliminaire des symptômes de TSPT à partir de transcriptions d'entrevues cliniques. |
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| Authors: | Teferra BG; Interventional Psychiatry Program, St. Michael's Hospital, Unity Health Toronto, Toronto, Canada., Sidharta CK; Department of Mathematical and Computational Sciences, University of Toronto, Toronto, Canada., Hsiang WN; Electrical and Computer Engineering, University of Toronto, Toronto, Canada., Rueda A; Interventional Psychiatry Program, St. Michael's Hospital, Unity Health Toronto, Toronto, Canada., Guan B; Department of Psychiatry, Faculty of Medicine and Dentistry, University of Alberta, Edmonton, Alberta, Canada., Zhang Y; Department of Psychiatry, Faculty of Medicine and Dentistry, University of Alberta, Edmonton, Alberta, Canada., Burback L; Department of Psychiatry, Faculty of Medicine and Dentistry, University of Alberta, Edmonton, Alberta, Canada., Winkler O; Department of Psychiatry, Faculty of Medicine and Dentistry, University of Alberta, Edmonton, Alberta, Canada., Greenshaw A; Department of Psychiatry, Faculty of Medicine and Dentistry, University of Alberta, Edmonton, Alberta, Canada., Vermetten E; Department of Psychiatry, Leiden University Medical Center, Leiden, The Netherlands., Jetly R; Institute of Mental Health Research, University of Ottawa, Ottawa, Canada., Sareen J; Department of Psychiatry, University of Manitoba, Winnipeg, Manitoba., Lanius R; Department of Psychiatry, Western University, London, Canada., Zeifman RJ; Department of Psychology, The New School for Social Research, New York, USA.; NYU Center for Psychedelic Medicine, NYU Grossman School of Medicine, New York, USA.; Centre for Psychedelic Research, Department of Brain Sciences, Faculty of Medicine, Imperial College London, London, UK., Sharma D; Department of Mathematics and Statistics, York University, Toronto, Canada., Krishnan S; Electrical, Computer, and Biomedical Engineering, Toronto Metropolitan University, Toronto, Canada., Monson C; Department of Psychology, Toronto Metropolitan University, Toronto, Canada., Bhat V; Interventional Psychiatry Program, St. Michael's Hospital, Unity Health Toronto, Toronto, Canada.; Department of Psychiatry, University of Toronto, Toronto, Canada. |
| Source: | Canadian journal of psychiatry. Revue canadienne de psychiatrie [Can J Psychiatry] 2026 Jul 21, pp. 7067437261468897. Date of Electronic Publication: 2026 Jul 21. |
| Publication Type: | Journal Article |
| Journal Info: | Publisher: Sage Country of Publication: United States NLM ID: 7904187 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1497-0015 (Electronic) Linking ISSN: 07067437 NLM ISO Abbreviation: Can J Psychiatry Subsets: MEDLINE |
| Database: | MEDLINE Ultimate |
| FullText | Text: Availability: 0 |
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| Header | DbId: mdl DbLabel: MEDLINE Ultimate An: 42478703 AccessLevel: 2 PubType: Academic Journal PubTypeId: academicJournal PreciseRelevancyScore: 0 |
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| Items | – Name: Title Label: Title Group: Ti Data: Zero-Shot Large Language Models for Preliminary Prediction of PTSD Symptoms From Clinical Interview Transcripts: Grands modèles de langage sans exemple pour la prédiction préliminaire des symptômes de TSPT à partir de transcriptions d'entrevues cliniques. – Name: Author Label: Authors Group: Au Data: <searchLink fieldCode="AU" term="%22Teferra+BG%22">Teferra BG</searchLink>; Interventional Psychiatry Program, St. Michael's Hospital, Unity Health Toronto, Toronto, Canada.<br /><searchLink fieldCode="AU" term="%22Sidharta+CK%22">Sidharta CK</searchLink>; Department of Mathematical and Computational Sciences, University of Toronto, Toronto, Canada.<br /><searchLink fieldCode="AU" term="%22Hsiang+WN%22">Hsiang WN</searchLink>; Electrical and Computer Engineering, University of Toronto, Toronto, Canada.<br /><searchLink fieldCode="AU" term="%22Rueda+A%22">Rueda A</searchLink>; Interventional Psychiatry Program, St. Michael's Hospital, Unity Health Toronto, Toronto, Canada.<br /><searchLink fieldCode="AU" term="%22Guan+B%22">Guan B</searchLink>; Department of Psychiatry, Faculty of Medicine and Dentistry, University of Alberta, Edmonton, Alberta, Canada.<br /><searchLink fieldCode="AU" term="%22Zhang+Y%22">Zhang Y</searchLink>; Department of Psychiatry, Faculty of Medicine and Dentistry, University of Alberta, Edmonton, Alberta, Canada.<br /><searchLink fieldCode="AU" term="%22Burback+L%22">Burback L</searchLink>; Department of Psychiatry, Faculty of Medicine and Dentistry, University of Alberta, Edmonton, Alberta, Canada.<br /><searchLink fieldCode="AU" term="%22Winkler+O%22">Winkler O</searchLink>; Department of Psychiatry, Faculty of Medicine and Dentistry, University of Alberta, Edmonton, Alberta, Canada.<br /><searchLink fieldCode="AU" term="%22Greenshaw+A%22">Greenshaw A</searchLink>; Department of Psychiatry, Faculty of Medicine and Dentistry, University of Alberta, Edmonton, Alberta, Canada.<br /><searchLink fieldCode="AU" term="%22Vermetten+E%22">Vermetten E</searchLink>; Department of Psychiatry, Leiden University Medical Center, Leiden, The Netherlands.<br /><searchLink fieldCode="AU" term="%22Jetly+R%22">Jetly R</searchLink>; Institute of Mental Health Research, University of Ottawa, Ottawa, Canada.<br /><searchLink fieldCode="AU" term="%22Sareen+J%22">Sareen J</searchLink>; Department of Psychiatry, University of Manitoba, Winnipeg, Manitoba.<br /><searchLink fieldCode="AU" term="%22Lanius+R%22">Lanius R</searchLink>; Department of Psychiatry, Western University, London, Canada.<br /><searchLink fieldCode="AU" term="%22Zeifman+RJ%22">Zeifman RJ</searchLink>; Department of Psychology, The New School for Social Research, New York, USA.; NYU Center for Psychedelic Medicine, NYU Grossman School of Medicine, New York, USA.; Centre for Psychedelic Research, Department of Brain Sciences, Faculty of Medicine, Imperial College London, London, UK.<br /><searchLink fieldCode="AU" term="%22Sharma+D%22">Sharma D</searchLink>; Department of Mathematics and Statistics, York University, Toronto, Canada.<br /><searchLink fieldCode="AU" term="%22Krishnan+S%22">Krishnan S</searchLink>; Electrical, Computer, and Biomedical Engineering, Toronto Metropolitan University, Toronto, Canada.<br /><searchLink fieldCode="AU" term="%22Monson+C%22">Monson C</searchLink>; Department of Psychology, Toronto Metropolitan University, Toronto, Canada.<br /><searchLink fieldCode="AU" term="%22Bhat+V%22">Bhat V</searchLink>; Interventional Psychiatry Program, St. Michael's Hospital, Unity Health Toronto, Toronto, Canada.; Department of Psychiatry, University of Toronto, Toronto, Canada. – Name: TitleSource Label: Source Group: Src Data: <searchLink fieldCode="JN" term="%227904187%22">Canadian journal of psychiatry. Revue canadienne de psychiatrie</searchLink> [Can J Psychiatry] 2026 Jul 21, pp. 7067437261468897. <i>Date of Electronic Publication: </i>2026 Jul 21. – Name: TypePub Label: Publication Type Group: TypPub Data: Journal Article – Name: TitleSource Label: Journal Info Group: Src Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22Sage%22">Sage </searchLink><i>Country of Publication: </i>United States <i>NLM ID: </i>7904187 <i>Publication Model: </i>Print-Electronic <i>Cited Medium: </i>Internet <i>ISSN: </i>1497-0015 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2207067437%22">07067437 </searchLink><i>NLM ISO Abbreviation: </i>Can J Psychiatry <i>Subsets: </i>MEDLINE |
| PLink | https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=mdl&AN=42478703 |
| RecordInfo | BibRecord: BibEntity: Identifiers: – Type: doi Value: 10.1177/07067437261468897 Languages: – Code: eng Text: English PhysicalDescription: Pagination: StartPage: 7067437261468897 Titles: – TitleFull: Zero-Shot Large Language Models for Preliminary Prediction of PTSD Symptoms From Clinical Interview Transcripts: Grands modèles de langage sans exemple pour la prédiction préliminaire des symptômes de TSPT à partir de transcriptions d'entrevues cliniques. Type: main BibRelationships: HasContributorRelationships: – PersonEntity: Name: NameFull: Teferra BG – PersonEntity: Name: NameFull: Sidharta CK – PersonEntity: Name: NameFull: Hsiang WN – PersonEntity: Name: NameFull: Rueda A – PersonEntity: Name: NameFull: Guan B – PersonEntity: Name: NameFull: Zhang Y – PersonEntity: Name: NameFull: Burback L – PersonEntity: Name: NameFull: Winkler O – PersonEntity: Name: NameFull: Greenshaw A – PersonEntity: Name: NameFull: Vermetten E – PersonEntity: Name: NameFull: Jetly R – PersonEntity: Name: NameFull: Sareen J – PersonEntity: Name: NameFull: Lanius R – PersonEntity: Name: NameFull: Zeifman RJ – PersonEntity: Name: NameFull: Sharma D – PersonEntity: Name: NameFull: Krishnan S – PersonEntity: Name: NameFull: Monson C – PersonEntity: Name: NameFull: Bhat V IsPartOfRelationships: – BibEntity: Dates: – D: 21 M: 07 Text: 2026 Jul 21 Type: published Y: 2026 Identifiers: – Type: issn-electronic Value: 1497-0015 Titles: – TitleFull: Canadian journal of psychiatry. Revue canadienne de psychiatrie Type: main |
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