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Generative Large Language Models for Psychiatric Concept Detection in Spanish-Language Electronic Health Records: Development and Evaluation Study.

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Title: Generative Large Language Models for Psychiatric Concept Detection in Spanish-Language Electronic Health Records: Development and Evaluation Study.
Authors: Frydman-Gani C; Center for Neurobehavioral Genetics, Semel Institute for Neuroscience and Human Behavior, David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, CA, United States., Arias A; Research Group in Psychiatry (GIPSI), Department of Psychiatry, School of Medicine, Universidad de Antioquia, Medellin, Antioquia, Colombia., Perez-Vallejo M; Research Group in Psychiatry (GIPSI), Department of Psychiatry, School of Medicine, Universidad de Antioquia, Medellin, Antioquia, Colombia., Londoño Martínez JD; Research Group in Psychiatry (GIPSI), Department of Psychiatry, School of Medicine, Universidad de Antioquia, Medellin, Antioquia, Colombia., Valencia-Echeverry J; Research Group in Psychiatry (GIPSI), Department of Psychiatry, School of Medicine, Universidad de Antioquia, Medellin, Antioquia, Colombia., Castano Ramírez M; Department of Mental Health and Human Behavior, University of Caldas, Manizales, Caldas, Colombia., Bui AAT; Department of Radiological Sciences, University of California, Los Angeles, Los Angeles, CA, United States., Freimer NB; Center for Neurobehavioral Genetics, Semel Institute for Neuroscience and Human Behavior, David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, CA, United States., Lopez-Jaramillo C; Research Group in Psychiatry (GIPSI), Department of Psychiatry, School of Medicine, Universidad de Antioquia, Medellin, Antioquia, Colombia., Olde Loohuis LM; Center for Neurobehavioral Genetics, Semel Institute for Neuroscience and Human Behavior, David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, CA, United States.
Source: Journal of medical Internet research [J Med Internet Res] 2026 Oct 26; Vol. 28, pp. e93328. Date of Electronic Publication: 2026 Oct 26.
Publication Type: Journal Article; Evaluation 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
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  Data: <searchLink fieldCode="AU" term="%22Frydman-Gani+C%22">Frydman-Gani C</searchLink>; Center for Neurobehavioral Genetics, Semel Institute for Neuroscience and Human Behavior, David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, CA, United States.<br /><searchLink fieldCode="AU" term="%22Arias+A%22">Arias A</searchLink>; Research Group in Psychiatry (GIPSI), Department of Psychiatry, School of Medicine, Universidad de Antioquia, Medellin, Antioquia, Colombia.<br /><searchLink fieldCode="AU" term="%22Perez-Vallejo+M%22">Perez-Vallejo M</searchLink>; Research Group in Psychiatry (GIPSI), Department of Psychiatry, School of Medicine, Universidad de Antioquia, Medellin, Antioquia, Colombia.<br /><searchLink fieldCode="AU" term="%22Londoño+Martínez+JD%22">Londoño Martínez JD</searchLink>; Research Group in Psychiatry (GIPSI), Department of Psychiatry, School of Medicine, Universidad de Antioquia, Medellin, Antioquia, Colombia.<br /><searchLink fieldCode="AU" term="%22Valencia-Echeverry+J%22">Valencia-Echeverry J</searchLink>; Research Group in Psychiatry (GIPSI), Department of Psychiatry, School of Medicine, Universidad de Antioquia, Medellin, Antioquia, Colombia.<br /><searchLink fieldCode="AU" term="%22Castano+Ramírez+M%22">Castano Ramírez M</searchLink>; Department of Mental Health and Human Behavior, University of Caldas, Manizales, Caldas, Colombia.<br /><searchLink fieldCode="AU" term="%22Bui+AAT%22">Bui AAT</searchLink>; Department of Radiological Sciences, University of California, Los Angeles, Los Angeles, CA, United States.<br /><searchLink fieldCode="AU" term="%22Freimer+NB%22">Freimer NB</searchLink>; Center for Neurobehavioral Genetics, Semel Institute for Neuroscience and Human Behavior, David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, CA, United States.<br /><searchLink fieldCode="AU" term="%22Lopez-Jaramillo+C%22">Lopez-Jaramillo C</searchLink>; Research Group in Psychiatry (GIPSI), Department of Psychiatry, School of Medicine, Universidad de Antioquia, Medellin, Antioquia, Colombia.<br /><searchLink fieldCode="AU" term="%22Olde+Loohuis+LM%22">Olde Loohuis LM</searchLink>; Center for Neurobehavioral Genetics, Semel Institute for Neuroscience and Human Behavior, David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, CA, United States.
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  Data: <searchLink fieldCode="JN" term="%22100959882%22">Journal of medical Internet research</searchLink> [J Med Internet Res] 2026 Oct 26; Vol. 28, pp. e93328. <i>Date of Electronic Publication: </i>2026 Oct 26.
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