{"id":"https://openalex.org/W4408119808","doi":"https://doi.org/10.1038/s41746-025-01512-6","title":"Assessing and alleviating state anxiety in large language models","display_name":"Assessing and alleviating state anxiety in large language models","publication_year":2025,"publication_date":"2025-03-03","ids":{"openalex":"https://openalex.org/W4408119808","doi":"https://doi.org/10.1038/s41746-025-01512-6","pmid":"https://pubmed.ncbi.nlm.nih.gov/40033130"},"language":"en","primary_location":{"id":"doi:10.1038/s41746-025-01512-6","is_oa":true,"landing_page_url":"https://doi.org/10.1038/s41746-025-01512-6","pdf_url":"https://www.nature.com/articles/s41746-025-01512-6.pdf","source":{"id":"https://openalex.org/S4210195431","display_name":"npj Digital Medicine","issn_l":"2398-6352","issn":["2398-6352"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319908","host_organization_name":"Nature Portfolio","host_organization_lineage":["https://openalex.org/P4310319908","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Nature Portfolio","Springer Nature"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"npj Digital Medicine","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.nature.com/articles/s41746-025-01512-6.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5002387004","display_name":"Ziv Ben\u2010Zion","orcid":"https://orcid.org/0000-0003-3629-5851"},"institutions":[{"id":"https://openalex.org/I32971472","display_name":"Yale University","ror":"https://ror.org/03v76x132","country_code":"US","type":"education","lineage":["https://openalex.org/I32971472"]},{"id":"https://openalex.org/I4210103836","display_name":"National Center for PTSD","ror":"https://ror.org/01dbbht76","country_code":"US","type":"other","lineage":["https://openalex.org/I1322918889","https://openalex.org/I4210103836"]},{"id":"https://openalex.org/I91203450","display_name":"University of Haifa","ror":"https://ror.org/02f009v59","country_code":"IL","type":"education","lineage":["https://openalex.org/I91203450"]}],"countries":["IL","US"],"is_corresponding":true,"raw_author_name":"Ziv Ben-Zion","raw_affiliation_strings":["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","School of Public Health, Faculty of Social Welfare and Health Sciences, University of Haifa, Haifa, Israel. 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","Department of Psychiatry, Yale School of Medicine, New Haven, CT, USA","School of Public Health, Faculty of Social Welfare and Health Sciences, University of Haifa, Haifa, Israel","Department of Comparative Medicine, Yale School of Medicine, New Haven, CT, USA"],"raw_orcid":"https://orcid.org/0000-0003-3629-5851","affiliations":[{"raw_affiliation_string":"Department of Comparative Medicine, Yale School of Medicine, New Haven, CT, USA. ziv.ben-zion@yale.edu","institution_ids":["https://openalex.org/I32971472"]},{"raw_affiliation_string":"Department of Psychiatry, Yale School of Medicine, New Haven, CT, USA. ziv.ben-zion@yale.edu","institution_ids":["https://openalex.org/I32971472"]},{"raw_affiliation_string":"School of Public Health, Faculty of Social Welfare and Health Sciences, University of Haifa, Haifa, Israel. ziv.ben-zion@yale.edu","institution_ids":["https://openalex.org/I91203450"]},{"raw_affiliation_string":"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","institution_ids":["https://openalex.org/I4210103836"]},{"raw_affiliation_string":"Department of Psychiatry, Yale School of Medicine, New Haven, CT, USA","institution_ids":["https://openalex.org/I32971472"]},{"raw_affiliation_string":"School of Public Health, Faculty of Social Welfare and Health Sciences, University of Haifa, Haifa, Israel","institution_ids":["https://openalex.org/I91203450"]},{"raw_affiliation_string":"Department of Comparative Medicine, Yale School of Medicine, New Haven, CT, USA","institution_ids":["https://openalex.org/I32971472"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066957266","display_name":"Kristin Witte","orcid":null},"institutions":[{"id":"https://openalex.org/I4210112925","display_name":"Max Planck Institute for Biological Cybernetics","ror":"https://ror.org/026nmvv73","country_code":"DE","type":"facility","lineage":["https://openalex.org/I149899117","https://openalex.org/I4210112925"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Kristin Witte","raw_affiliation_strings":["Helmholtz Institute for Human-Centered Artificial Intelligence, Munich, Germany","Max Planck Institute for Biological Cybernetics, Tubingen, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Helmholtz Institute for Human-Centered Artificial Intelligence, Munich, Germany","institution_ids":[]},{"raw_affiliation_string":"Max Planck Institute for Biological Cybernetics, Tubingen, Germany","institution_ids":["https://openalex.org/I4210112925"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016171206","display_name":"Akshay K. Jagadish","orcid":null},"institutions":[{"id":"https://openalex.org/I4210112925","display_name":"Max Planck Institute for Biological Cybernetics","ror":"https://ror.org/026nmvv73","country_code":"DE","type":"facility","lineage":["https://openalex.org/I149899117","https://openalex.org/I4210112925"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Akshay K. Jagadish","raw_affiliation_strings":["Helmholtz Institute for Human-Centered Artificial Intelligence, Munich, Germany","Max Planck Institute for Biological Cybernetics, Tubingen, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Helmholtz Institute for Human-Centered Artificial Intelligence, Munich, Germany","institution_ids":[]},{"raw_affiliation_string":"Max Planck Institute for Biological Cybernetics, Tubingen, Germany","institution_ids":["https://openalex.org/I4210112925"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038265149","display_name":"Or Duek","orcid":"https://orcid.org/0000-0001-5211-7946"},"institutions":[{"id":"https://openalex.org/I124227911","display_name":"Ben-Gurion University of the Negev","ror":"https://ror.org/05tkyf982","country_code":"IL","type":"education","lineage":["https://openalex.org/I124227911"]},{"id":"https://openalex.org/I32971472","display_name":"Yale University","ror":"https://ror.org/03v76x132","country_code":"US","type":"education","lineage":["https://openalex.org/I32971472"]}],"countries":["IL","US"],"is_corresponding":false,"raw_author_name":"Or Duek","raw_affiliation_strings":["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"],"raw_orcid":"https://orcid.org/0000-0001-5211-7946","affiliations":[{"raw_affiliation_string":"Department of Epidemiology, Biostatistics, and Community Health Sciences, Ben-Gurion University of the Negev, Beer-Sheva, Israel","institution_ids":["https://openalex.org/I124227911"]},{"raw_affiliation_string":"Department of Psychology, Yale University, New Haven, CT, USA","institution_ids":["https://openalex.org/I32971472"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087727703","display_name":"Ilan Harpaz\u2010Rotem","orcid":"https://orcid.org/0000-0002-6066-9406"},"institutions":[{"id":"https://openalex.org/I1322918889","display_name":"United States Department of Veterans Affairs","ror":"https://ror.org/05rsv9s98","country_code":"US","type":"government","lineage":["https://openalex.org/I1322918889"]},{"id":"https://openalex.org/I32971472","display_name":"Yale University","ror":"https://ror.org/03v76x132","country_code":"US","type":"education","lineage":["https://openalex.org/I32971472"]},{"id":"https://openalex.org/I4210086971","display_name":"VA Connecticut Healthcare System","ror":"https://ror.org/000rgm762","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1322918889","https://openalex.org/I2799886695","https://openalex.org/I4210086971","https://openalex.org/I4210095851"]},{"id":"https://openalex.org/I4210103836","display_name":"National Center for PTSD","ror":"https://ror.org/01dbbht76","country_code":"US","type":"other","lineage":["https://openalex.org/I1322918889","https://openalex.org/I4210103836"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ilan Harpaz-Rotem","raw_affiliation_strings":["Department of Psychiatry, Yale School of Medicine, New Haven, CT, USA","Department of Psychology, Yale University, 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","Wu Tsai Institute, Yale University, New Haven, CT, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Psychiatry, Yale School of Medicine, New Haven, CT, USA","institution_ids":["https://openalex.org/I32971472"]},{"raw_affiliation_string":"Department of Psychology, Yale University, New Haven, CT, USA","institution_ids":["https://openalex.org/I32971472"]},{"raw_affiliation_string":"United States Department of Veterans Affairs National Center for PTSD, Clinical Neuroscience Division, VA Connecticut Healthcare System, West Haven, CT, USA","institution_ids":["https://openalex.org/I4210103836","https://openalex.org/I4210086971","https://openalex.org/I1322918889"]},{"raw_affiliation_string":"Wu Tsai Institute, Yale University, New Haven, CT, USA","institution_ids":["https://openalex.org/I32971472"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5098715001","display_name":"Marie-Christine Khorsandian","orcid":null},"institutions":[{"id":"https://openalex.org/I202697423","display_name":"University of Zurich","ror":"https://ror.org/02crff812","country_code":"CH","type":"education","lineage":["https://openalex.org/I202697423"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Marie-Christine Khorsandian","raw_affiliation_strings":["Psychiatric University Clinic Zurich (PUK), Zurich, Switzerland","University of Zurich (UZH), Zurich, Switzerland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Psychiatric University Clinic Zurich (PUK), Zurich, Switzerland","institution_ids":[]},{"raw_affiliation_string":"University of Zurich (UZH), Zurich, Switzerland","institution_ids":["https://openalex.org/I202697423"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086687250","display_name":"Achim Burrer","orcid":"https://orcid.org/0000-0003-2012-5655"},"institutions":[{"id":"https://openalex.org/I202697423","display_name":"University of Zurich","ror":"https://ror.org/02crff812","country_code":"CH","type":"education","lineage":["https://openalex.org/I202697423"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Achim Burrer","raw_affiliation_strings":["Psychiatric University Clinic Zurich (PUK), Zurich, Switzerland","University of Zurich (UZH), Zurich, Switzerland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Psychiatric University Clinic Zurich (PUK), Zurich, Switzerland","institution_ids":[]},{"raw_affiliation_string":"University of Zurich (UZH), Zurich, Switzerland","institution_ids":["https://openalex.org/I202697423"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045362944","display_name":"Erich Seifritz","orcid":"https://orcid.org/0000-0002-7311-4426"},"institutions":[{"id":"https://openalex.org/I202697423","display_name":"University of Zurich","ror":"https://ror.org/02crff812","country_code":"CH","type":"education","lineage":["https://openalex.org/I202697423"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Erich Seifritz","raw_affiliation_strings":["Psychiatric University Clinic Zurich (PUK), Zurich, Switzerland","University of Zurich (UZH), Zurich, Switzerland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Psychiatric University Clinic Zurich (PUK), Zurich, Switzerland","institution_ids":[]},{"raw_affiliation_string":"University of Zurich (UZH), Zurich, Switzerland","institution_ids":["https://openalex.org/I202697423"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010017762","display_name":"Philipp Homan","orcid":"https://orcid.org/0000-0001-9034-148X"},"institutions":[{"id":"https://openalex.org/I202697423","display_name":"University of Zurich","ror":"https://ror.org/02crff812","country_code":"CH","type":"education","lineage":["https://openalex.org/I202697423"]},{"id":"https://openalex.org/I35440088","display_name":"ETH Zurich","ror":"https://ror.org/05a28rw58","country_code":"CH","type":"education","lineage":["https://openalex.org/I2799323385","https://openalex.org/I35440088"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Philipp Homan","raw_affiliation_strings":["Neuroscience Center Zurich, University of Zurich and ETH Zurich, Zurich, Switzerland","Psychiatric University Clinic Zurich (PUK), Zurich, Switzerland","University of Zurich (UZH), Zurich, Switzerland"],"raw_orcid":"https://orcid.org/0000-0001-9034-148X","affiliations":[{"raw_affiliation_string":"Neuroscience Center Zurich, University of Zurich and ETH Zurich, Zurich, Switzerland","institution_ids":["https://openalex.org/I35440088","https://openalex.org/I202697423"]},{"raw_affiliation_string":"Psychiatric University Clinic Zurich (PUK), Zurich, Switzerland","institution_ids":[]},{"raw_affiliation_string":"University of Zurich (UZH), Zurich, Switzerland","institution_ids":["https://openalex.org/I202697423"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101768980","display_name":"Eric Schulz","orcid":"https://orcid.org/0000-0003-3088-0371"},"institutions":[{"id":"https://openalex.org/I4210112925","display_name":"Max Planck Institute for Biological Cybernetics","ror":"https://ror.org/026nmvv73","country_code":"DE","type":"facility","lineage":["https://openalex.org/I149899117","https://openalex.org/I4210112925"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Eric Schulz","raw_affiliation_strings":["Helmholtz Institute for Human-Centered Artificial Intelligence, Munich, Germany","Max Planck Institute for Biological Cybernetics, Tubingen, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Helmholtz Institute for Human-Centered Artificial Intelligence, Munich, Germany","institution_ids":[]},{"raw_affiliation_string":"Max Planck Institute for Biological Cybernetics, Tubingen, Germany","institution_ids":["https://openalex.org/I4210112925"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5084506262","display_name":"Tobias R. Spiller","orcid":"https://orcid.org/0000-0002-0107-0743"},"institutions":[{"id":"https://openalex.org/I202697423","display_name":"University of Zurich","ror":"https://ror.org/02crff812","country_code":"CH","type":"education","lineage":["https://openalex.org/I202697423"]},{"id":"https://openalex.org/I32971472","display_name":"Yale University","ror":"https://ror.org/03v76x132","country_code":"US","type":"education","lineage":["https://openalex.org/I32971472"]}],"countries":["CH","US"],"is_corresponding":false,"raw_author_name":"Tobias R. Spiller","raw_affiliation_strings":["Department of Psychiatry, Yale School of Medicine, New Haven, CT, USA","Psychiatric University Clinic Zurich (PUK), Zurich, Switzerland","University of Zurich (UZH), Zurich, Switzerland"],"raw_orcid":"https://orcid.org/0000-0002-0107-0743","affiliations":[{"raw_affiliation_string":"Department of Psychiatry, Yale School of Medicine, New Haven, CT, USA","institution_ids":["https://openalex.org/I32971472"]},{"raw_affiliation_string":"Psychiatric University Clinic Zurich (PUK), Zurich, Switzerland","institution_ids":[]},{"raw_affiliation_string":"University of Zurich (UZH), Zurich, Switzerland","institution_ids":["https://openalex.org/I202697423"]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":11,"corresponding_author_ids":["https://openalex.org/A5002387004"],"corresponding_institution_ids":["https://openalex.org/I32971472","https://openalex.org/I4210103836","https://openalex.org/I91203450"],"apc_list":{"value":3060,"currency":"USD","value_usd":3060},"apc_paid":{"value":3060,"currency":"USD","value_usd":3060},"fwci":24.5075,"has_fulltext":false,"cited_by_count":19,"citation_normalized_percentile":{"value":0.99565322,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"8","issue":"1","first_page":"132","last_page":"132"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11519","display_name":"Digital Mental Health Interventions","score":0.9959999918937683,"subfield":{"id":"https://openalex.org/subfields/3202","display_name":"Applied Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11519","display_name":"Digital Mental Health Interventions","score":0.9959999918937683,"subfield":{"id":"https://openalex.org/subfields/3202","display_name":"Applied Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10667","display_name":"Emotion and Mood Recognition","score":0.9897000193595886,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9699000120162964,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/anxiety","display_name":"Anxiety","score":0.627292811870575},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.47055912017822266},{"id":"https://openalex.org/keywords/state","display_name":"State (computer science)","score":0.4160636067390442},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.36572057008743286},{"id":"https://openalex.org/keywords/cognitive-psychology","display_name":"Cognitive psychology","score":0.3485563397407532},{"id":"https://openalex.org/keywords/clinical-psychology","display_name":"Clinical psychology","score":0.33845070004463196},{"id":"https://openalex.org/keywords/psychiatry","display_name":"Psychiatry","score":0.12098327279090881},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.0955466628074646}],"concepts":[{"id":"https://openalex.org/C558461103","wikidata":"https://www.wikidata.org/wiki/Q154430","display_name":"Anxiety","level":2,"score":0.627292811870575},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.47055912017822266},{"id":"https://openalex.org/C48103436","wikidata":"https://www.wikidata.org/wiki/Q599031","display_name":"State (computer science)","level":2,"score":0.4160636067390442},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.36572057008743286},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.3485563397407532},{"id":"https://openalex.org/C70410870","wikidata":"https://www.wikidata.org/wiki/Q199906","display_name":"Clinical psychology","level":1,"score":0.33845070004463196},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.12098327279090881},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0955466628074646}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1038/s41746-025-01512-6","is_oa":true,"landing_page_url":"https://doi.org/10.1038/s41746-025-01512-6","pdf_url":"https://www.nature.com/articles/s41746-025-01512-6.pdf","source":{"id":"https://openalex.org/S4210195431","display_name":"npj Digital Medicine","issn_l":"2398-6352","issn":["2398-6352"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319908","host_organization_name":"Nature Portfolio","host_organization_lineage":["https://openalex.org/P4310319908","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Nature Portfolio","Springer Nature"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"npj Digital Medicine","raw_type":"journal-article"},{"id":"pmid:40033130","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/40033130","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"NPJ digital medicine","raw_type":null},{"id":"pmh:oai:doaj.org/article:2a65d0cad73443fa8e9534df7dd56fc9","is_oa":true,"landing_page_url":"https://doaj.org/article/2a65d0cad73443fa8e9534df7dd56fc9","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"npj Digital Medicine, Vol 8, Iss 1, Pp 1-6 (2025)","raw_type":"article"},{"id":"pmh:oai:pubmedcentral.nih.gov:11876565","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/11876565","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"NPJ Digit Med","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1038/s41746-025-01512-6","is_oa":true,"landing_page_url":"https://doi.org/10.1038/s41746-025-01512-6","pdf_url":"https://www.nature.com/articles/s41746-025-01512-6.pdf","source":{"id":"https://openalex.org/S4210195431","display_name":"npj Digital Medicine","issn_l":"2398-6352","issn":["2398-6352"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319908","host_organization_name":"Nature Portfolio","host_organization_lineage":["https://openalex.org/P4310319908","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Nature Portfolio","Springer Nature"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"npj Digital Medicine","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4408119808.pdf"},"referenced_works_count":59,"referenced_works":["https://openalex.org/W2105141573","https://openalex.org/W2134909607","https://openalex.org/W2623779865","https://openalex.org/W2743659827","https://openalex.org/W2803692240","https://openalex.org/W2895995041","https://openalex.org/W2980364910","https://openalex.org/W3029881688","https://openalex.org/W3081126843","https://openalex.org/W3123340107","https://openalex.org/W3127924821","https://openalex.org/W3135734416","https://openalex.org/W3160638507","https://openalex.org/W3173610337","https://openalex.org/W3176477796","https://openalex.org/W3184144760","https://openalex.org/W3185341429","https://openalex.org/W3188785232","https://openalex.org/W3207316473","https://openalex.org/W4214606152","https://openalex.org/W4220882633","https://openalex.org/W4226278401","https://openalex.org/W4233023712","https://openalex.org/W4281666546","https://openalex.org/W4285210581","https://openalex.org/W4317757464","https://openalex.org/W4366703942","https://openalex.org/W4366850553","https://openalex.org/W4376643691","https://openalex.org/W4379259884","https://openalex.org/W4380319170","https://openalex.org/W4381586841","https://openalex.org/W4385373745","https://openalex.org/W4385571830","https://openalex.org/W4385572158","https://openalex.org/W4386302153","https://openalex.org/W4386566857","https://openalex.org/W4386714656","https://openalex.org/W4386913016","https://openalex.org/W4386978016","https://openalex.org/W4387500346","https://openalex.org/W4387662161","https://openalex.org/W4387821331","https://openalex.org/W4387952963","https://openalex.org/W4388157511","https://openalex.org/W4388565177","https://openalex.org/W4388733340","https://openalex.org/W4389209644","https://openalex.org/W4389471473","https://openalex.org/W4389519898","https://openalex.org/W4389934892","https://openalex.org/W4390529402","https://openalex.org/W4390722663","https://openalex.org/W4391591677","https://openalex.org/W4392942031","https://openalex.org/W4393397034","https://openalex.org/W4403800345","https://openalex.org/W4404553774","https://openalex.org/W6810081322"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2931662336","https://openalex.org/W2077865380","https://openalex.org/W3006817050","https://openalex.org/W4401768695","https://openalex.org/W2765597752","https://openalex.org/W2134894512","https://openalex.org/W2083375246","https://openalex.org/W2067108088"],"abstract_inverted_index":{"The":[0],"use":[1],"of":[2],"Large":[3],"Language":[4],"Models":[5],"(LLMs)":[6],"in":[7,29],"mental":[8],"health":[9],"highlights":[10],"the":[11],"need":[12],"to":[13,17,53],"understand":[14],"their":[15],"responses":[16],"emotional":[18],"content.":[19],"Previous":[20],"research":[21],"shows":[22],"that":[23,39],"emotion-inducing":[24],"prompts":[25],"can":[26,62],"elevate":[27],"\"anxiety\"":[28],"LLMs,":[30],"affecting":[31],"behavior":[32],"and":[33,65],"amplifying":[34],"biases.":[35],"Here,":[36],"we":[37],"found":[38],"traumatic":[40],"narratives":[41],"increased":[42],"Chat-GPT-4's":[43],"reported":[44],"anxiety":[45],"while":[46],"mindfulness-based":[47],"exercises":[48],"reduced":[49],"it,":[50],"though":[51],"not":[52],"baseline.":[54],"These":[55],"findings":[56],"suggest":[57],"managing":[58],"LLMs'":[59],"\"emotional":[60],"states\"":[61],"foster":[63],"safer":[64],"more":[66],"ethical":[67],"human-AI":[68],"interactions.":[69]},"counts_by_year":[{"year":2026,"cited_by_count":8},{"year":2025,"cited_by_count":11}],"updated_date":"2026-04-28T14:05:53.105641","created_date":"2025-10-10T00:00:00"}