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

Clara Frydman-Gani   ¹ , BS ;   Alejandro Arias   ² , BS ;   Maria Perez-Vallejo   ² , MD ;   John Daniel Londoño Martínez   ² , BS ;   Johanna Valencia-Echeverry   ² , MSc ;   Mauricio Castano Ramírez   ³ , MD, PhD ;   Alex A T Bui   ⁴ , PhD ;   Nelson B Freimer   ¹ , MD ;   Carlos Lopez-Jaramillo   ² , MD, PhD ;   Loes M Olde Loohuis   ¹ , PhD

¹ 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

² Research Group in Psychiatry (GIPSI), Department of Psychiatry, School of Medicine, Universidad de Antioquia, Medellin, Antioquia, Colombia

³ Department of Mental Health and Human Behavior, University of Caldas, Manizales, Caldas, Colombia

⁴ Department of Radiological Sciences, University of California, Los Angeles, Los Angeles, CA, United States