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AI-Enhanced Social Robotic Versus Computer-Based Virtual Patients for Clinical Reasoning Training in Medical Education: Observational Crossover Cohort Study.

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Title: AI-Enhanced Social Robotic Versus Computer-Based Virtual Patients for Clinical Reasoning Training in Medical Education: Observational Crossover Cohort Study.
Authors: Borg A; Division of Rheumatology, Department of Medicine Solna, Karolinska Institutet, Karolinska University Hospital, and Center for Molecular Medicine (CMM), Stockholm, Sweden., Schiött J; Division of Rheumatology, Department of Medicine Solna, Karolinska Institutet, Karolinska University Hospital, and Center for Molecular Medicine (CMM), Stockholm, Sweden., Ivegren W; Division of Rheumatology, Department of Medicine Solna, Karolinska Institutet, Karolinska University Hospital, and Center for Molecular Medicine (CMM), Stockholm, Sweden., Gentline C; Division of Rheumatology, Department of Medicine Solna, Karolinska Institutet, Karolinska University Hospital, and Center for Molecular Medicine (CMM), Stockholm, Sweden., Huss V; Division of Clinical Epidemiology, Department of Medicine Solna, Karolinska Institutet and Karolinska University Hospital, Stockholm, Sweden., Hugelius A; Division of Rheumatology, Department of Medicine Solna, Karolinska Institutet, Karolinska University Hospital, and Center for Molecular Medicine (CMM), Stockholm, Sweden., Jobs B; Division of Rheumatology, Department of Medicine Solna, Karolinska Institutet, Karolinska University Hospital, and Center for Molecular Medicine (CMM), Stockholm, Sweden., Espinosa F; Division of Rheumatology, Department of Medicine Solna, Karolinska Institutet, Karolinska University Hospital, and Center for Molecular Medicine (CMM), Stockholm, Sweden., Ruiz M; Department of Clinical Science, Intervention and Technology, Karolinska Institutet, Stockholm, Sweden., Edelbring S; School of Education, Culture and Communication, Mälardalen University, Västerås, Sweden.; School of Health Sciences, Örebro University, Örebro, Sweden., Georg C; Department of Neurobiology, Care Sciences and Society, Karolinska Institutet, Stockholm, Sweden., Skantze G; Division of Speech Music and Hearing, Royal Institute of Technology (KTH), Stockholm, Sweden., Parodis I; Division of Rheumatology, Department of Medicine Solna, Karolinska Institutet, Karolinska University Hospital, and Center for Molecular Medicine (CMM), Stockholm, Sweden.; Department of Rheumatology, Faculty of Medicine and Health, Örebro University, Örebro, Sweden.
Source: Journal of medical Internet research [J Med Internet Res] 2025 Nov 27; Vol. 27, pp. e82541. Date of Electronic Publication: 2025 Nov 27.
Publication Type: Journal Article; Observational Study; Comparative Study
Journal Info: Publisher: JMIR Publications Country of Publication: Canada NLM ID: 100959882 Publication Model: Electronic Cited Medium: Internet ISSN: 1438-8871 (Electronic) Linking ISSN: 14388871 NLM ISO Abbreviation: J Med Internet Res Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: <searchLink fieldCode="AU" term="%22Borg+A%22">Borg A</searchLink>; Division of Rheumatology, Department of Medicine Solna, Karolinska Institutet, Karolinska University Hospital, and Center for Molecular Medicine (CMM), Stockholm, Sweden.<br /><searchLink fieldCode="AU" term="%22Schiött+J%22">Schiött J</searchLink>; Division of Rheumatology, Department of Medicine Solna, Karolinska Institutet, Karolinska University Hospital, and Center for Molecular Medicine (CMM), Stockholm, Sweden.<br /><searchLink fieldCode="AU" term="%22Ivegren+W%22">Ivegren W</searchLink>; Division of Rheumatology, Department of Medicine Solna, Karolinska Institutet, Karolinska University Hospital, and Center for Molecular Medicine (CMM), Stockholm, Sweden.<br /><searchLink fieldCode="AU" term="%22Gentline+C%22">Gentline C</searchLink>; Division of Rheumatology, Department of Medicine Solna, Karolinska Institutet, Karolinska University Hospital, and Center for Molecular Medicine (CMM), Stockholm, Sweden.<br /><searchLink fieldCode="AU" term="%22Huss+V%22">Huss V</searchLink>; Division of Clinical Epidemiology, Department of Medicine Solna, Karolinska Institutet and Karolinska University Hospital, Stockholm, Sweden.<br /><searchLink fieldCode="AU" term="%22Hugelius+A%22">Hugelius A</searchLink>; Division of Rheumatology, Department of Medicine Solna, Karolinska Institutet, Karolinska University Hospital, and Center for Molecular Medicine (CMM), Stockholm, Sweden.<br /><searchLink fieldCode="AU" term="%22Jobs+B%22">Jobs B</searchLink>; Division of Rheumatology, Department of Medicine Solna, Karolinska Institutet, Karolinska University Hospital, and Center for Molecular Medicine (CMM), Stockholm, Sweden.<br /><searchLink fieldCode="AU" term="%22Espinosa+F%22">Espinosa F</searchLink>; Division of Rheumatology, Department of Medicine Solna, Karolinska Institutet, Karolinska University Hospital, and Center for Molecular Medicine (CMM), Stockholm, Sweden.<br /><searchLink fieldCode="AU" term="%22Ruiz+M%22">Ruiz M</searchLink>; Department of Clinical Science, Intervention and Technology, Karolinska Institutet, Stockholm, Sweden.<br /><searchLink fieldCode="AU" term="%22Edelbring+S%22">Edelbring S</searchLink>; School of Education, Culture and Communication, Mälardalen University, Västerås, Sweden.; School of Health Sciences, Örebro University, Örebro, Sweden.<br /><searchLink fieldCode="AU" term="%22Georg+C%22">Georg C</searchLink>; Department of Neurobiology, Care Sciences and Society, Karolinska Institutet, Stockholm, Sweden.<br /><searchLink fieldCode="AU" term="%22Skantze+G%22">Skantze G</searchLink>; Division of Speech Music and Hearing, Royal Institute of Technology (KTH), Stockholm, Sweden.<br /><searchLink fieldCode="AU" term="%22Parodis+I%22">Parodis I</searchLink>; Division of Rheumatology, Department of Medicine Solna, Karolinska Institutet, Karolinska University Hospital, and Center for Molecular Medicine (CMM), Stockholm, Sweden.; Department of Rheumatology, Faculty of Medicine and Health, Örebro University, Örebro, Sweden.
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