{"id":"https://openalex.org/W4404893061","doi":"https://doi.org/10.1007/978-3-031-78104-9_24","title":"Benchmarking AI in\u00a0Mental Health: A Critical Examination of\u00a0LLMs Across Key Performance and\u00a0Ethical Metrics","display_name":"Benchmarking AI in\u00a0Mental Health: A Critical Examination of\u00a0LLMs Across Key Performance and\u00a0Ethical Metrics","publication_year":2024,"publication_date":"2024-12-01","ids":{"openalex":"https://openalex.org/W4404893061","doi":"https://doi.org/10.1007/978-3-031-78104-9_24"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-78104-9_24","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-78104-9_24","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5091804654","display_name":"Rui Yuan","orcid":"https://orcid.org/0009-0001-7849-1407"},"institutions":[{"id":"https://openalex.org/I3131625388","display_name":"University Town of Shenzhen","ror":"https://ror.org/05f5j6225","country_code":"CN","type":"education","lineage":["https://openalex.org/I3131625388"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Rui Yuan","raw_affiliation_strings":["Tsinghua Shenzhen International Graduate School, Nanshan District, Xili University Town, Tsinghua Campus, Shenzhen, 518055, Guangdong, China"],"raw_orcid":"https://orcid.org/0009-0001-7849-1407","affiliations":[{"raw_affiliation_string":"Tsinghua Shenzhen International Graduate School, Nanshan District, Xili University Town, Tsinghua Campus, Shenzhen, 518055, Guangdong, China","institution_ids":["https://openalex.org/I3131625388"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112891814","display_name":"Wenke Hao","orcid":"https://orcid.org/0009-0008-9232-2811"},"institutions":[{"id":"https://openalex.org/I3131625388","display_name":"University Town of Shenzhen","ror":"https://ror.org/05f5j6225","country_code":"CN","type":"education","lineage":["https://openalex.org/I3131625388"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wanting Hao","raw_affiliation_strings":["Tsinghua Shenzhen International Graduate School, Nanshan District, Xili University Town, Tsinghua Campus, Shenzhen, 518055, Guangdong, China"],"raw_orcid":"https://orcid.org/0009-0008-9232-2811","affiliations":[{"raw_affiliation_string":"Tsinghua Shenzhen International Graduate School, Nanshan District, Xili University Town, Tsinghua Campus, Shenzhen, 518055, Guangdong, China","institution_ids":["https://openalex.org/I3131625388"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101456902","display_name":"Chun Yuan","orcid":"https://orcid.org/0000-0002-3590-6676"},"institutions":[{"id":"https://openalex.org/I3131625388","display_name":"University Town of Shenzhen","ror":"https://ror.org/05f5j6225","country_code":"CN","type":"education","lineage":["https://openalex.org/I3131625388"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chun Yuan","raw_affiliation_strings":["Tsinghua Shenzhen International Graduate School, Nanshan District, Xili University Town, Tsinghua Campus, Shenzhen, 518055, Guangdong, China"],"raw_orcid":"https://orcid.org/0000-0002-3590-6676","affiliations":[{"raw_affiliation_string":"Tsinghua Shenzhen International Graduate School, Nanshan District, Xili University Town, Tsinghua Campus, Shenzhen, 518055, Guangdong, China","institution_ids":["https://openalex.org/I3131625388"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5091804654"],"corresponding_institution_ids":["https://openalex.org/I3131625388"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":1.2255,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.82493188,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"351","last_page":"366"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11636","display_name":"Artificial Intelligence in Healthcare and Education","score":0.9869999885559082,"subfield":{"id":"https://openalex.org/subfields/2718","display_name":"Health Informatics"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T11636","display_name":"Artificial Intelligence in Healthcare and Education","score":0.9869999885559082,"subfield":{"id":"https://openalex.org/subfields/2718","display_name":"Health Informatics"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T10883","display_name":"Ethics and Social Impacts of AI","score":0.9599000215530396,"subfield":{"id":"https://openalex.org/subfields/3311","display_name":"Safety Research"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T13702","display_name":"Machine Learning in Healthcare","score":0.9585999846458435,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/benchmarking","display_name":"Benchmarking","score":0.924751877784729},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7117172479629517},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.6517060399055481},{"id":"https://openalex.org/keywords/mental-health","display_name":"Mental health","score":0.49504533410072327},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.23052403330802917},{"id":"https://openalex.org/keywords/psychiatry","display_name":"Psychiatry","score":0.16493713855743408},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.154352605342865},{"id":"https://openalex.org/keywords/management","display_name":"Management","score":0.14616352319717407}],"concepts":[{"id":"https://openalex.org/C86251818","wikidata":"https://www.wikidata.org/wiki/Q816754","display_name":"Benchmarking","level":2,"score":0.924751877784729},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7117172479629517},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.6517060399055481},{"id":"https://openalex.org/C134362201","wikidata":"https://www.wikidata.org/wiki/Q317309","display_name":"Mental health","level":2,"score":0.49504533410072327},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.23052403330802917},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.16493713855743408},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.154352605342865},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.14616352319717407},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-78104-9_24","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-78104-9_24","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W2402700","https://openalex.org/W2001771035","https://openalex.org/W2145790759","https://openalex.org/W2282821441","https://openalex.org/W2623293810","https://openalex.org/W2963341956","https://openalex.org/W2964236337","https://openalex.org/W4211186029","https://openalex.org/W4253730333","https://openalex.org/W4385718046","https://openalex.org/W4387835442","https://openalex.org/W4389636360","https://openalex.org/W4393160939","https://openalex.org/W4404782817","https://openalex.org/W4404784305","https://openalex.org/W6604268844","https://openalex.org/W6607539237","https://openalex.org/W6739901393"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W4238897586","https://openalex.org/W435179959","https://openalex.org/W2619091065","https://openalex.org/W2059640416","https://openalex.org/W1490753184","https://openalex.org/W2284465472","https://openalex.org/W2291782699"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":3}],"updated_date":"2025-12-19T19:40:27.379048","created_date":"2025-10-10T00:00:00"}