{"id":"https://openalex.org/W4412439080","doi":"https://doi.org/10.1016/j.chbah.2025.100182","title":"A critical discussion of strategies and ramifications of implementing conversational agents in mental healthcare","display_name":"A critical discussion of strategies and ramifications of implementing conversational agents in mental healthcare","publication_year":2025,"publication_date":"2025-07-15","ids":{"openalex":"https://openalex.org/W4412439080","doi":"https://doi.org/10.1016/j.chbah.2025.100182"},"language":"en","primary_location":{"id":"doi:10.1016/j.chbah.2025.100182","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.chbah.2025.100182","pdf_url":null,"source":{"id":"https://openalex.org/S4387287529","display_name":"Computers in Human Behavior Artificial Humans","issn_l":"2949-8821","issn":["2949-8821"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computers in Human Behavior: Artificial Humans","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://doi.org/10.1016/j.chbah.2025.100182","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5094101283","display_name":"Arthur Bran Herbener","orcid":"https://orcid.org/0009-0009-0585-2599"},"institutions":[{"id":"https://openalex.org/I204337017","display_name":"Aarhus University","ror":"https://ror.org/01aj84f44","country_code":"DK","type":"education","lineage":["https://openalex.org/I204337017"]}],"countries":["DK"],"is_corresponding":true,"raw_author_name":"Arthur Bran Herbener","raw_affiliation_strings":["Department of Psychology and Behavioral Sciences, Aarhus University, Denmark"],"raw_orcid":"https://orcid.org/0009-0009-0585-2599","affiliations":[{"raw_affiliation_string":"Department of Psychology and Behavioral Sciences, Aarhus University, Denmark","institution_ids":["https://openalex.org/I204337017"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022434051","display_name":"Micha\u0142 Klincewicz","orcid":"https://orcid.org/0000-0003-2354-197X"},"institutions":[{"id":"https://openalex.org/I126596746","display_name":"Jagiellonian University","ror":"https://ror.org/03bqmcz70","country_code":"PL","type":"education","lineage":["https://openalex.org/I126596746"]},{"id":"https://openalex.org/I193700539","display_name":"Tilburg University","ror":"https://ror.org/04b8v1s79","country_code":"NL","type":"education","lineage":["https://openalex.org/I193700539"]}],"countries":["NL","PL"],"is_corresponding":false,"raw_author_name":"Micha\u0142 Klincewicz","raw_affiliation_strings":["Cognitive Science and Artificial Intelligence, Tilburg University, the Netherlands","Cognitive Science, Jagiellonian University, Poland"],"raw_orcid":"https://orcid.org/0000-0003-2354-197X","affiliations":[{"raw_affiliation_string":"Cognitive Science and Artificial Intelligence, Tilburg University, the Netherlands","institution_ids":["https://openalex.org/I193700539"]},{"raw_affiliation_string":"Cognitive Science, Jagiellonian University, Poland","institution_ids":["https://openalex.org/I126596746"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066547238","display_name":"Lily Frank","orcid":"https://orcid.org/0000-0001-8659-2390"},"institutions":[{"id":"https://openalex.org/I83019370","display_name":"Eindhoven University of Technology","ror":"https://ror.org/02c2kyt77","country_code":"NL","type":"education","lineage":["https://openalex.org/I83019370"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Lily Frank","raw_affiliation_strings":["Industrial Engineering and Innovation Science, Philosophy and Ethics, Eindhoven University of Technology, the Netherlands"],"raw_orcid":"https://orcid.org/0000-0001-8659-2390","affiliations":[{"raw_affiliation_string":"Industrial Engineering and Innovation Science, Philosophy and Ethics, Eindhoven University of Technology, the Netherlands","institution_ids":["https://openalex.org/I83019370"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5019307127","display_name":"Malene Flensborg Damholdt","orcid":"https://orcid.org/0000-0001-9352-6703"},"institutions":[{"id":"https://openalex.org/I204337017","display_name":"Aarhus University","ror":"https://ror.org/01aj84f44","country_code":"DK","type":"education","lineage":["https://openalex.org/I204337017"]}],"countries":["DK"],"is_corresponding":false,"raw_author_name":"Malene Flensborg Damholdt","raw_affiliation_strings":["Department of Psychology and Behavioral Sciences, Aarhus University, Denmark"],"raw_orcid":"https://orcid.org/0000-0001-9352-6703","affiliations":[{"raw_affiliation_string":"Department of Psychology and Behavioral Sciences, Aarhus University, Denmark","institution_ids":["https://openalex.org/I204337017"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5094101283"],"corresponding_institution_ids":["https://openalex.org/I204337017"],"apc_list":null,"apc_paid":null,"fwci":2.1633,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.89125371,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":98},"biblio":{"volume":"5","issue":null,"first_page":"100182","last_page":"100182"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11519","display_name":"Digital Mental Health Interventions","score":0.9997000098228455,"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":0.9997000098228455,"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/T10272","display_name":"Mental Health Treatment and Access","score":0.994700014591217,"subfield":{"id":"https://openalex.org/subfields/3207","display_name":"Social 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/T12488","display_name":"Mental Health via Writing","score":0.9886999726295471,"subfield":{"id":"https://openalex.org/subfields/3207","display_name":"Social Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/mental-healthcare","display_name":"Mental healthcare","score":0.837631106376648},{"id":"https://openalex.org/keywords/mental-health","display_name":"Mental health","score":0.5691224336624146},{"id":"https://openalex.org/keywords/health-care","display_name":"Health care","score":0.5470080375671387},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.49095824360847473},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.35959890484809875},{"id":"https://openalex.org/keywords/public-relations","display_name":"Public relations","score":0.3368672728538513},{"id":"https://openalex.org/keywords/engineering-ethics","display_name":"Engineering ethics","score":0.3266763687133789},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.23486772179603577},{"id":"https://openalex.org/keywords/psychotherapist","display_name":"Psychotherapist","score":0.19996032118797302},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1749676764011383},{"id":"https://openalex.org/keywords/law","display_name":"Law","score":0.06556159257888794}],"concepts":[{"id":"https://openalex.org/C2992695702","wikidata":"https://www.wikidata.org/wiki/Q317309","display_name":"Mental healthcare","level":3,"score":0.837631106376648},{"id":"https://openalex.org/C134362201","wikidata":"https://www.wikidata.org/wiki/Q317309","display_name":"Mental health","level":2,"score":0.5691224336624146},{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.5470080375671387},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.49095824360847473},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.35959890484809875},{"id":"https://openalex.org/C39549134","wikidata":"https://www.wikidata.org/wiki/Q133080","display_name":"Public relations","level":1,"score":0.3368672728538513},{"id":"https://openalex.org/C55587333","wikidata":"https://www.wikidata.org/wiki/Q1133029","display_name":"Engineering ethics","level":1,"score":0.3266763687133789},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.23486772179603577},{"id":"https://openalex.org/C542102704","wikidata":"https://www.wikidata.org/wiki/Q183257","display_name":"Psychotherapist","level":1,"score":0.19996032118797302},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1749676764011383},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.06556159257888794}],"mesh":[],"locations_count":8,"locations":[{"id":"doi:10.1016/j.chbah.2025.100182","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.chbah.2025.100182","pdf_url":null,"source":{"id":"https://openalex.org/S4387287529","display_name":"Computers in Human Behavior Artificial Humans","issn_l":"2949-8821","issn":["2949-8821"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computers in Human Behavior: Artificial Humans","raw_type":"journal-article"},{"id":"pmh:oai:tilburguniversity.edu:openaire/d1ff3bea-bbe9-49f4-bf25-9f565455de62","is_oa":false,"landing_page_url":"https://research.tilburguniversity.edu/en/publications/d1ff3bea-bbe9-49f4-bf25-9f565455de62","pdf_url":null,"source":{"id":"https://openalex.org/S4306401490","display_name":"Research portal (Tilburg University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I193700539","host_organization_name":"Tilburg University","host_organization_lineage":["https://openalex.org/I193700539"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Herbener, A B, Klincewicz, M, Frank, L & Damholdt, M F 2025, 'A Critical Discussion of Strategies and Ramifications of Implementing Conversational Agents in Mental Healthcare', Computers in Human Behavior: Artificial Humans, vol. 5. https://doi.org/10.1016/j.chbah.2025.100182","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:oai:philpapers.org/rec/HERACD-3","is_oa":true,"landing_page_url":"https://philpapers.org/rec/HERACD-3","pdf_url":"https://philpapers.org/archive/HERACD-3.pdf","source":{"id":"https://openalex.org/S4306402131","display_name":"PhilPapers (PhilPapers Foundation)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:pure.atira.dk:publications/8517a610-d185-483e-b171-482d47f3b0d4","is_oa":true,"landing_page_url":"https://pure.au.dk/portal/en/publications/8517a610-d185-483e-b171-482d47f3b0d4","pdf_url":"https://pure.au.dk/ws/files/432679553/1-s2.0-S2949882125000660-main.pdf","source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Herbener, A B, Klincewicz, M, Frank, L & Damholdt, M F 2025, 'A Critical Discussion of Strategies and Ramifications of Implementing Conversational Agents in Mental Healthcare', Computers in Human Behavior: Artificial Humans, vol. 5, 100182. https://doi.org/10.1016/j.chbah.2025.100182","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:oai:pure.tue.nl:openaire_cris_publications/be8fbb69-4dfb-4370-87b9-5783fc6fa640","is_oa":true,"landing_page_url":"https://research.tue.nl/en/publications/be8fbb69-4dfb-4370-87b9-5783fc6fa640","pdf_url":"https://pure.tue.nl/ws/files/382197855/1-s2.0-S2949882125000660-main.pdf","source":{"id":"https://openalex.org/S4406922641","display_name":"TU/e Research Portal","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Herbener, A B, Klincewicz, M, Frank, L & Damholdt, M F 2025, 'A critical discussion of strategies and ramifications of implementing conversational agents in mental healthcare', Computers in Human Behavior: Artificial Humans, vol. 5, 100182. https://doi.org/10.1016/j.chbah.2025.100182","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:oai:tilburguniversity.edu:publications/d1ff3bea-bbe9-49f4-bf25-9f565455de62","is_oa":false,"landing_page_url":"https://repository.tilburguniversity.edu/bitstreams/fa2f2211-ad03-4d81-b7eb-99061b2e9bc1/download","pdf_url":null,"source":{"id":"https://openalex.org/S4306401490","display_name":"Research portal (Tilburg University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I193700539","host_organization_name":"Tilburg University","host_organization_lineage":["https://openalex.org/I193700539"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Herbener, A B, Klincewicz, M, Frank, L & Damholdt, M F 2025, 'A Critical Discussion of Strategies and Ramifications of Implementing Conversational Agents in Mental Healthcare', Computers in Human Behavior: Artificial Humans, vol. 5. https://doi.org/10.1016/j.chbah.2025.100182","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:oai:doaj.org/article:dfc192c43df14e55ba0bb67f29d1d12a","is_oa":true,"landing_page_url":"https://doaj.org/article/dfc192c43df14e55ba0bb67f29d1d12a","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Computers in Human Behavior: Artificial Humans, Vol 5, Iss , Pp 100182- (2025)","raw_type":"article"},{"id":"pmh:oai:philarchive.org/rec/HERACD-3","is_oa":false,"landing_page_url":"https://philarchive.org/rec/HERACD-3","pdf_url":null,"source":{"id":"https://openalex.org/S4306402130","display_name":"PhilPapers (PhilPapers Foundation)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"doi:10.1016/j.chbah.2025.100182","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.chbah.2025.100182","pdf_url":null,"source":{"id":"https://openalex.org/S4387287529","display_name":"Computers in Human Behavior Artificial Humans","issn_l":"2949-8821","issn":["2949-8821"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computers in Human Behavior: Artificial Humans","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":131,"referenced_works":["https://openalex.org/W93451485","https://openalex.org/W1173953609","https://openalex.org/W1545342808","https://openalex.org/W1553795439","https://openalex.org/W1761117863","https://openalex.org/W1969577117","https://openalex.org/W2007909468","https://openalex.org/W2023478835","https://openalex.org/W2039184942","https://openalex.org/W2042957010","https://openalex.org/W2060772271","https://openalex.org/W2087710120","https://openalex.org/W2095395951","https://openalex.org/W2099386544","https://openalex.org/W2100695323","https://openalex.org/W2113597553","https://openalex.org/W2117047152","https://openalex.org/W2137725999","https://openalex.org/W2156173259","https://openalex.org/W2157208135","https://openalex.org/W2160548159","https://openalex.org/W2258988981","https://openalex.org/W2264241746","https://openalex.org/W2317574555","https://openalex.org/W2329342908","https://openalex.org/W2340346722","https://openalex.org/W2392412101","https://openalex.org/W2409816030","https://openalex.org/W2500973114","https://openalex.org/W2508145593","https://openalex.org/W2510736571","https://openalex.org/W2512734356","https://openalex.org/W2550025799","https://openalex.org/W2585493186","https://openalex.org/W2588443021","https://openalex.org/W2588924761","https://openalex.org/W2623779865","https://openalex.org/W2762415581","https://openalex.org/W2899768131","https://openalex.org/W2901786346","https://openalex.org/W2902902416","https://openalex.org/W2916532904","https://openalex.org/W2921393753","https://openalex.org/W2934706947","https://openalex.org/W2937215033","https://openalex.org/W2940788629","https://openalex.org/W2943945055","https://openalex.org/W2983086623","https://openalex.org/W2986074609","https://openalex.org/W2990021683","https://openalex.org/W2995061552","https://openalex.org/W3004047823","https://openalex.org/W3013872196","https://openalex.org/W3036458852","https://openalex.org/W3048100966","https://openalex.org/W3089262796","https://openalex.org/W3100489514","https://openalex.org/W3101049317","https://openalex.org/W3115247823","https://openalex.org/W3120097978","https://openalex.org/W3125770638","https://openalex.org/W3142962844","https://openalex.org/W3154290040","https://openalex.org/W3160005967","https://openalex.org/W3170155921","https://openalex.org/W3183430452","https://openalex.org/W3197599582","https://openalex.org/W3198359754","https://openalex.org/W3200600985","https://openalex.org/W3216916964","https://openalex.org/W4210854696","https://openalex.org/W4212909683","https://openalex.org/W4214606152","https://openalex.org/W4220856280","https://openalex.org/W4220882633","https://openalex.org/W4220891433","https://openalex.org/W4224293837","https://openalex.org/W4232036072","https://openalex.org/W4247534534","https://openalex.org/W4249302736","https://openalex.org/W4283689970","https://openalex.org/W4289597199","https://openalex.org/W4291017016","https://openalex.org/W4292248419","https://openalex.org/W4293012944","https://openalex.org/W4302566152","https://openalex.org/W4312982167","https://openalex.org/W4316143341","https://openalex.org/W4317396371","https://openalex.org/W4319878972","https://openalex.org/W4320502458","https://openalex.org/W4323900694","https://openalex.org/W4366498198","https://openalex.org/W4366597599","https://openalex.org/W4379410101","https://openalex.org/W4382933640","https://openalex.org/W4386046736","https://openalex.org/W4386998758","https://openalex.org/W4387491996","https://openalex.org/W4388941016","https://openalex.org/W4391405701","https://openalex.org/W4392602723","https://openalex.org/W4394012278","https://openalex.org/W4401648069","https://openalex.org/W4402889913","https://openalex.org/W4403843885","https://openalex.org/W4404231416","https://openalex.org/W4404539929","https://openalex.org/W4406250108","https://openalex.org/W4408886672","https://openalex.org/W4411717291","https://openalex.org/W6633288711","https://openalex.org/W6667199867","https://openalex.org/W6680525961","https://openalex.org/W6724044787","https://openalex.org/W6724886517","https://openalex.org/W6729664519","https://openalex.org/W6745535383","https://openalex.org/W6781686341","https://openalex.org/W6783482266","https://openalex.org/W6809764696","https://openalex.org/W6810125426","https://openalex.org/W6848847816","https://openalex.org/W6848972260","https://openalex.org/W6849977527","https://openalex.org/W6850226696","https://openalex.org/W6852126969","https://openalex.org/W6856403396","https://openalex.org/W6857053524","https://openalex.org/W6872213899","https://openalex.org/W6879881404"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W4236295164","https://openalex.org/W2090334687","https://openalex.org/W4387455108","https://openalex.org/W2599641668","https://openalex.org/W4400397475","https://openalex.org/W3139055845","https://openalex.org/W4412970347","https://openalex.org/W3196635929","https://openalex.org/W2561578570"],"abstract_inverted_index":{"In":[0],"recent":[1,46],"years,":[2],"there":[3],"has":[4],"been":[5],"growing":[6],"optimism":[7],"about":[8],"the":[9,32,36,54,70,83,105,129,135,148,190,200],"potential":[10],"of":[11,31,35,39,56,75,88,101,140,151,175,177,202],"conversational":[12,57,90,178,203],"agents,":[13],"such":[14],"as":[15,96],"chatbots":[16],"and":[17,65,85,98,123,137,158,185,211],"social":[18],"robots,":[19],"in":[20,41,92,180],"mental":[21,60,93,152,206],"healthcare.":[22],"Their":[23],"scalability":[24],"offers":[25],"a":[26,124],"promising":[27],"solution":[28],"to":[29,193,197],"some":[30],"key":[33],"limitations":[34],"dominant":[37],"model":[38],"treatment":[40,116],"Western":[42],"countries.":[43],"However,":[44],"while":[45],"experimental":[47],"research":[48],"provides":[49],"grounds":[50],"for":[51,147,189],"cautious":[52],"optimism,":[53],"integration":[55,201],"agents":[58,91,112,179,204],"into":[59,205],"healthcare":[61,181,207],"raises":[62],"significant":[63],"clinical":[64,84],"ethical":[66,86,149],"challenges,":[67],"particularly":[68],"concerning":[69],"partial":[71,97,136],"or":[72],"full":[73,99,138],"replacement":[74,100],"human":[76,102,141],"practitioners.":[77,103],"Overall,":[78],"this":[79,162,164],"theoretical":[80],"paper":[81],"examines":[82],"implications":[87],"deploying":[89],"health":[94],"services":[95],"On":[104,128],"one":[106],"hand,":[107,131],"we":[108,132],"outline":[109],"how":[110,172],"these":[111],"can":[113,143],"circumvent":[114],"core":[115],"barriers":[117],"through":[118],"stepped":[119],"care,":[120,122],"blended":[121],"personalized":[125],"medicine":[126],"approach.":[127],"other":[130],"argue":[133,188],"that":[134,199],"substitution":[139],"practitioners":[142],"have":[144],"profound":[145],"consequences":[146],"landscape":[150],"healthcare,":[153],"potentially":[154],"undermining":[155],"patients\u2019":[156],"rights":[157],"safety.":[159],"By":[160],"making":[161],"argument,":[163],"work":[165],"extends":[166],"prior":[167],"literature":[168],"by":[169],"specifically":[170],"considering":[171],"different":[173],"levels":[174],"implementation":[176],"present":[182],"both":[183,209],"opportunities":[184],"risks.":[186],"We":[187],"urgent":[191],"need":[192],"establish":[194],"regulatory":[195],"frameworks":[196],"ensure":[198],"is":[208],"safe":[210],"ethically":[212],"sound.":[213]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1}],"updated_date":"2026-05-29T09:21:14.243279","created_date":"2025-10-10T00:00:00"}