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Assessing and alleviating state anxiety in large language models.

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Title: Assessing and alleviating state anxiety in large language models.
Authors: Ben-Zion Z; Department of Comparative Medicine, Yale School of Medicine, New Haven, CT, USA. ziv.ben-zion@yale.edu.; Department of Psychiatry, Yale School of Medicine, New Haven, CT, USA. ziv.ben-zion@yale.edu.; United States Department of Veterans Affairs National Center for PTSD, Clinical Neuroscience Division, VA Connecticut Healthcare System, West Haven, CT, USA. ziv.ben-zion@yale.edu.; School of Public Health, Faculty of Social Welfare and Health Sciences, University of Haifa, Haifa, Israel. ziv.ben-zion@yale.edu., Witte K; Helmholtz Institute for Human-Centered Artificial Intelligence, Munich, Germany.; Max Planck Institute for Biological Cybernetics, Tubingen, Germany., Jagadish AK; Helmholtz Institute for Human-Centered Artificial Intelligence, Munich, Germany.; Max Planck Institute for Biological Cybernetics, Tubingen, Germany., Duek O; Department of Epidemiology, Biostatistics, and Community Health Sciences, Ben-Gurion University of the Negev, Beer-Sheva, Israel.; Department of Psychology, Yale University, New Haven, CT, USA., Harpaz-Rotem I; Department of Psychiatry, Yale School of Medicine, New Haven, CT, USA.; United States Department of Veterans Affairs National Center for PTSD, Clinical Neuroscience Division, VA Connecticut Healthcare System, West Haven, CT, USA.; Department of Psychology, Yale University, New Haven, CT, USA.; Wu Tsai Institute, Yale University, New Haven, CT, USA., Khorsandian MC; Psychiatric University Clinic Zurich (PUK), Zurich, Switzerland.; University of Zurich (UZH), Zurich, Switzerland., Burrer A; Psychiatric University Clinic Zurich (PUK), Zurich, Switzerland.; University of Zurich (UZH), Zurich, Switzerland., Seifritz E; Psychiatric University Clinic Zurich (PUK), Zurich, Switzerland.; University of Zurich (UZH), Zurich, Switzerland., Homan P; Psychiatric University Clinic Zurich (PUK), Zurich, Switzerland.; University of Zurich (UZH), Zurich, Switzerland.; Neuroscience Center Zurich, University of Zurich and ETH Zurich, Zurich, Switzerland., Schulz E; Helmholtz Institute for Human-Centered Artificial Intelligence, Munich, Germany.; Max Planck Institute for Biological Cybernetics, Tubingen, Germany., Spiller TR; Department of Psychiatry, Yale School of Medicine, New Haven, CT, USA.; Psychiatric University Clinic Zurich (PUK), Zurich, Switzerland.; University of Zurich (UZH), Zurich, Switzerland.
Source: NPJ digital medicine [NPJ Digit Med] 2025 Mar 03; Vol. 8 (1), pp. 132. Date of Electronic Publication: 2025 Mar 03.
Publication Type: Journal Article
Journal Info: Publisher: Nature Publishing Group Country of Publication: England NLM ID: 101731738 Publication Model: Electronic Cited Medium: Internet ISSN: 2398-6352 (Electronic) Linking ISSN: 23986352 NLM ISO Abbreviation: NPJ Digit Med Subsets: PubMed not MEDLINE
Database: MEDLINE Ultimate
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  Data: <searchLink fieldCode="AU" term="%22Ben-Zion+Z%22">Ben-Zion Z</searchLink>; Department of Comparative Medicine, Yale School of Medicine, New Haven, CT, USA. ziv.ben-zion@yale.edu.; Department of Psychiatry, Yale School of Medicine, New Haven, CT, USA. ziv.ben-zion@yale.edu.; United States Department of Veterans Affairs National Center for PTSD, Clinical Neuroscience Division, VA Connecticut Healthcare System, West Haven, CT, USA. ziv.ben-zion@yale.edu.; School of Public Health, Faculty of Social Welfare and Health Sciences, University of Haifa, Haifa, Israel. ziv.ben-zion@yale.edu.<br /><searchLink fieldCode="AU" term="%22Witte+K%22">Witte K</searchLink>; Helmholtz Institute for Human-Centered Artificial Intelligence, Munich, Germany.; Max Planck Institute for Biological Cybernetics, Tubingen, Germany.<br /><searchLink fieldCode="AU" term="%22Jagadish+AK%22">Jagadish AK</searchLink>; Helmholtz Institute for Human-Centered Artificial Intelligence, Munich, Germany.; Max Planck Institute for Biological Cybernetics, Tubingen, Germany.<br /><searchLink fieldCode="AU" term="%22Duek+O%22">Duek O</searchLink>; Department of Epidemiology, Biostatistics, and Community Health Sciences, Ben-Gurion University of the Negev, Beer-Sheva, Israel.; Department of Psychology, Yale University, New Haven, CT, USA.<br /><searchLink fieldCode="AU" term="%22Harpaz-Rotem+I%22">Harpaz-Rotem I</searchLink>; Department of Psychiatry, Yale School of Medicine, New Haven, CT, USA.; United States Department of Veterans Affairs National Center for PTSD, Clinical Neuroscience Division, VA Connecticut Healthcare System, West Haven, CT, USA.; Department of Psychology, Yale University, New Haven, CT, USA.; Wu Tsai Institute, Yale University, New Haven, CT, USA.<br /><searchLink fieldCode="AU" term="%22Khorsandian+MC%22">Khorsandian MC</searchLink>; Psychiatric University Clinic Zurich (PUK), Zurich, Switzerland.; University of Zurich (UZH), Zurich, Switzerland.<br /><searchLink fieldCode="AU" term="%22Burrer+A%22">Burrer A</searchLink>; Psychiatric University Clinic Zurich (PUK), Zurich, Switzerland.; University of Zurich (UZH), Zurich, Switzerland.<br /><searchLink fieldCode="AU" term="%22Seifritz+E%22">Seifritz E</searchLink>; Psychiatric University Clinic Zurich (PUK), Zurich, Switzerland.; University of Zurich (UZH), Zurich, Switzerland.<br /><searchLink fieldCode="AU" term="%22Homan+P%22">Homan P</searchLink>; Psychiatric University Clinic Zurich (PUK), Zurich, Switzerland.; University of Zurich (UZH), Zurich, Switzerland.; Neuroscience Center Zurich, University of Zurich and ETH Zurich, Zurich, Switzerland.<br /><searchLink fieldCode="AU" term="%22Schulz+E%22">Schulz E</searchLink>; Helmholtz Institute for Human-Centered Artificial Intelligence, Munich, Germany.; Max Planck Institute for Biological Cybernetics, Tubingen, Germany.<br /><searchLink fieldCode="AU" term="%22Spiller+TR%22">Spiller TR</searchLink>; Department of Psychiatry, Yale School of Medicine, New Haven, CT, USA.; Psychiatric University Clinic Zurich (PUK), Zurich, Switzerland.; University of Zurich (UZH), Zurich, Switzerland.
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              Text: 2025 Mar 03
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