{"id":"https://openalex.org/W4401823265","doi":"https://doi.org/10.3233/shti240543","title":"Measured Performance and Healthcare Professional Perception of Large Language Models Used as Clinical Decision Support Systems: A Scoping Review","display_name":"Measured Performance and Healthcare Professional Perception of Large Language Models Used as Clinical Decision Support Systems: A Scoping Review","publication_year":2024,"publication_date":"2024-08-22","ids":{"openalex":"https://openalex.org/W4401823265","doi":"https://doi.org/10.3233/shti240543","pmid":"https://pubmed.ncbi.nlm.nih.gov/39176924"},"language":"en","primary_location":{"id":"doi:10.3233/shti240543","is_oa":true,"landing_page_url":"http://dx.doi.org/10.3233/shti240543","pdf_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/SHTI240543","source":{"id":"https://openalex.org/S4210179765","display_name":"Studies in health technology and informatics","issn_l":"0926-9630","issn":["0926-9630","1879-8365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"book series"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Studies in Health Technology and Informatics","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/SHTI240543","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100046296","display_name":"Sol\u00e8ne Delourme","orcid":null},"institutions":[{"id":"https://openalex.org/I154526488","display_name":"Inserm","ror":"https://ror.org/02vjkv261","country_code":"FR","type":"government","lineage":["https://openalex.org/I154526488"]},{"id":"https://openalex.org/I39804081","display_name":"Sorbonne Universit\u00e9","ror":"https://ror.org/02en5vm52","country_code":"FR","type":"education","lineage":["https://openalex.org/I39804081"]},{"id":"https://openalex.org/I4210091279","display_name":"Universit\u00e9 Sorbonne Paris Nord","ror":"https://ror.org/0199hds37","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210091279"]},{"id":"https://openalex.org/I4210138808","display_name":"\u00c9cole Pour l'Informatique et les Techniques Avanc\u00e9es","ror":"https://ror.org/04r5ddq29","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210138808"]},{"id":"https://openalex.org/I4389425324","display_name":"Laboratoire d'Informatique M\u00e9dicale et d'Ing\u00e9nierie des Connaissances en e-Sant\u00e9","ror":"https://ror.org/01jr1v359","country_code":null,"type":"facility","lineage":["https://openalex.org/I154526488","https://openalex.org/I39804081","https://openalex.org/I4210091279","https://openalex.org/I4389425324"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Sol\u00e8ne Delourme","raw_affiliation_strings":["Epita, Paris, France","Sorbonne Universit\u00e9, Universit\u00e9 Sorbonne Paris Nord, INSERM, Laboratoire d\u2019Informatique M\u00e9dicale et d\u2019Ing\u00e9nierie des connaissances en e-Sant\u00e9, LIMICS, Paris, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Epita, Paris, France","institution_ids":["https://openalex.org/I4210138808"]},{"raw_affiliation_string":"Sorbonne Universit\u00e9, Universit\u00e9 Sorbonne Paris Nord, INSERM, Laboratoire d\u2019Informatique M\u00e9dicale et d\u2019Ing\u00e9nierie des connaissances en e-Sant\u00e9, LIMICS, Paris, France","institution_ids":["https://openalex.org/I154526488","https://openalex.org/I39804081","https://openalex.org/I4210091279","https://openalex.org/I4389425324"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011757791","display_name":"Akram Redjdal","orcid":"https://orcid.org/0000-0003-3141-5463"},"institutions":[{"id":"https://openalex.org/I154526488","display_name":"Inserm","ror":"https://ror.org/02vjkv261","country_code":"FR","type":"government","lineage":["https://openalex.org/I154526488"]},{"id":"https://openalex.org/I39804081","display_name":"Sorbonne Universit\u00e9","ror":"https://ror.org/02en5vm52","country_code":"FR","type":"education","lineage":["https://openalex.org/I39804081"]},{"id":"https://openalex.org/I4210091279","display_name":"Universit\u00e9 Sorbonne Paris Nord","ror":"https://ror.org/0199hds37","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210091279"]},{"id":"https://openalex.org/I4389425324","display_name":"Laboratoire d'Informatique M\u00e9dicale et d'Ing\u00e9nierie des Connaissances en e-Sant\u00e9","ror":"https://ror.org/01jr1v359","country_code":null,"type":"facility","lineage":["https://openalex.org/I154526488","https://openalex.org/I39804081","https://openalex.org/I4210091279","https://openalex.org/I4389425324"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Akram Redjdal","raw_affiliation_strings":["Sorbonne Universit\u00e9, Universit\u00e9 Sorbonne Paris Nord, INSERM, Laboratoire d\u2019Informatique M\u00e9dicale et d\u2019Ing\u00e9nierie des connaissances en e-Sant\u00e9, LIMICS, Paris, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Sorbonne Universit\u00e9, Universit\u00e9 Sorbonne Paris Nord, INSERM, Laboratoire d\u2019Informatique M\u00e9dicale et d\u2019Ing\u00e9nierie des connaissances en e-Sant\u00e9, LIMICS, Paris, France","institution_ids":["https://openalex.org/I154526488","https://openalex.org/I39804081","https://openalex.org/I4210091279","https://openalex.org/I4389425324"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033766960","display_name":"Jacques Bouaud","orcid":null},"institutions":[{"id":"https://openalex.org/I154526488","display_name":"Inserm","ror":"https://ror.org/02vjkv261","country_code":"FR","type":"government","lineage":["https://openalex.org/I154526488"]},{"id":"https://openalex.org/I39804081","display_name":"Sorbonne Universit\u00e9","ror":"https://ror.org/02en5vm52","country_code":"FR","type":"education","lineage":["https://openalex.org/I39804081"]},{"id":"https://openalex.org/I4210091279","display_name":"Universit\u00e9 Sorbonne Paris Nord","ror":"https://ror.org/0199hds37","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210091279"]},{"id":"https://openalex.org/I4389425324","display_name":"Laboratoire d'Informatique M\u00e9dicale et d'Ing\u00e9nierie des Connaissances en e-Sant\u00e9","ror":"https://ror.org/01jr1v359","country_code":null,"type":"facility","lineage":["https://openalex.org/I154526488","https://openalex.org/I39804081","https://openalex.org/I4210091279","https://openalex.org/I4389425324"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Jacques Bouaud","raw_affiliation_strings":["Sorbonne Universit\u00e9, Universit\u00e9 Sorbonne Paris Nord, INSERM, Laboratoire d\u2019Informatique M\u00e9dicale et d\u2019Ing\u00e9nierie des connaissances en e-Sant\u00e9, LIMICS, Paris, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Sorbonne Universit\u00e9, Universit\u00e9 Sorbonne Paris Nord, INSERM, Laboratoire d\u2019Informatique M\u00e9dicale et d\u2019Ing\u00e9nierie des connaissances en e-Sant\u00e9, LIMICS, Paris, France","institution_ids":["https://openalex.org/I154526488","https://openalex.org/I39804081","https://openalex.org/I4210091279","https://openalex.org/I4389425324"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5043301871","display_name":"Brigitte S\u00e9roussi","orcid":"https://orcid.org/0000-0002-7676-2832"},"institutions":[{"id":"https://openalex.org/I154526488","display_name":"Inserm","ror":"https://ror.org/02vjkv261","country_code":"FR","type":"government","lineage":["https://openalex.org/I154526488"]},{"id":"https://openalex.org/I39804081","display_name":"Sorbonne Universit\u00e9","ror":"https://ror.org/02en5vm52","country_code":"FR","type":"education","lineage":["https://openalex.org/I39804081"]},{"id":"https://openalex.org/I4210091279","display_name":"Universit\u00e9 Sorbonne Paris Nord","ror":"https://ror.org/0199hds37","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210091279"]},{"id":"https://openalex.org/I4210097159","display_name":"Assistance Publique \u2013 H\u00f4pitaux de Paris","ror":"https://ror.org/00pg5jh14","country_code":"FR","type":"healthcare","lineage":["https://openalex.org/I4210097159"]},{"id":"https://openalex.org/I4210128583","display_name":"Agence Parisienne du Climat","ror":"https://ror.org/0359qxb80","country_code":"FR","type":"nonprofit","lineage":["https://openalex.org/I4210128583"]},{"id":"https://openalex.org/I4210166768","display_name":"H\u00f4pital Tenon","ror":"https://ror.org/05h5v3c50","country_code":"FR","type":"healthcare","lineage":["https://openalex.org/I4210166768"]},{"id":"https://openalex.org/I4389425324","display_name":"Laboratoire d'Informatique M\u00e9dicale et d'Ing\u00e9nierie des Connaissances en e-Sant\u00e9","ror":"https://ror.org/01jr1v359","country_code":null,"type":"facility","lineage":["https://openalex.org/I154526488","https://openalex.org/I39804081","https://openalex.org/I4210091279","https://openalex.org/I4389425324"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Brigitte Seroussi","raw_affiliation_strings":["AP-HP, H\u00f4pital Tenon, Paris, France","APREC, Paris, France","Sorbonne Universit\u00e9, Universit\u00e9 Sorbonne Paris Nord, INSERM, Laboratoire d\u2019Informatique M\u00e9dicale et d\u2019Ing\u00e9nierie des connaissances en e-Sant\u00e9, LIMICS, Paris, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"AP-HP, H\u00f4pital Tenon, Paris, France","institution_ids":["https://openalex.org/I39804081","https://openalex.org/I4210097159","https://openalex.org/I4210166768"]},{"raw_affiliation_string":"APREC, Paris, France","institution_ids":["https://openalex.org/I4210128583"]},{"raw_affiliation_string":"Sorbonne Universit\u00e9, Universit\u00e9 Sorbonne Paris Nord, INSERM, Laboratoire d\u2019Informatique M\u00e9dicale et d\u2019Ing\u00e9nierie des connaissances en e-Sant\u00e9, LIMICS, Paris, France","institution_ids":["https://openalex.org/I154526488","https://openalex.org/I39804081","https://openalex.org/I4210091279","https://openalex.org/I4389425324"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":8,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.0458,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.88065844,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":98},"biblio":{"volume":"316","issue":null,"first_page":"841","last_page":"845"},"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":0.9997000098228455,"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":0.9997000098228455,"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/T13702","display_name":"Machine Learning in Healthcare","score":0.9739000201225281,"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"}},{"id":"https://openalex.org/T10582","display_name":"Ethics in Clinical Research","score":0.9398999810218811,"subfield":{"id":"https://openalex.org/subfields/2739","display_name":"Public Health, Environmental and Occupational Health"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/clinical-decision-support-system","display_name":"Clinical decision support system","score":0.6551114916801453},{"id":"https://openalex.org/keywords/perception","display_name":"Perception","score":0.6224803924560547},{"id":"https://openalex.org/keywords/health-care","display_name":"Health care","score":0.5659999847412109},{"id":"https://openalex.org/keywords/healthcare-system","display_name":"Healthcare system","score":0.5098564028739929},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.49771931767463684},{"id":"https://openalex.org/keywords/decision-support-system","display_name":"Decision support system","score":0.40971869230270386},{"id":"https://openalex.org/keywords/medical-education","display_name":"Medical education","score":0.3271271288394928},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.26807865500450134},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.24593082070350647},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.20182013511657715},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.16603487730026245}],"concepts":[{"id":"https://openalex.org/C63527458","wikidata":"https://www.wikidata.org/wiki/Q5133829","display_name":"Clinical decision support system","level":3,"score":0.6551114916801453},{"id":"https://openalex.org/C26760741","wikidata":"https://www.wikidata.org/wiki/Q160402","display_name":"Perception","level":2,"score":0.6224803924560547},{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.5659999847412109},{"id":"https://openalex.org/C2988170871","wikidata":"https://www.wikidata.org/wiki/Q11000047","display_name":"Healthcare system","level":3,"score":0.5098564028739929},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.49771931767463684},{"id":"https://openalex.org/C107327155","wikidata":"https://www.wikidata.org/wiki/Q330268","display_name":"Decision support system","level":2,"score":0.40971869230270386},{"id":"https://openalex.org/C509550671","wikidata":"https://www.wikidata.org/wiki/Q126945","display_name":"Medical education","level":1,"score":0.3271271288394928},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.26807865500450134},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.24593082070350647},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.20182013511657715},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.16603487730026245},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D001291","descriptor_name":"Attitude of Health Personnel","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001291","descriptor_name":"Attitude of Health Personnel","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001291","descriptor_name":"Attitude of Health Personnel","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001291","descriptor_name":"Attitude of Health Personnel","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001291","descriptor_name":"Attitude of Health Personnel","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009323","descriptor_name":"Natural Language Processing","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009323","descriptor_name":"Natural Language Processing","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009323","descriptor_name":"Natural Language Processing","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009323","descriptor_name":"Natural Language Processing","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009323","descriptor_name":"Natural Language Processing","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D020000","descriptor_name":"Decision Support Systems, Clinical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D020000","descriptor_name":"Decision Support Systems, Clinical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D020000","descriptor_name":"Decision Support Systems, Clinical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D020000","descriptor_name":"Decision Support Systems, Clinical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D020000","descriptor_name":"Decision Support Systems, Clinical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":3,"locations":[{"id":"doi:10.3233/shti240543","is_oa":true,"landing_page_url":"http://dx.doi.org/10.3233/shti240543","pdf_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/SHTI240543","source":{"id":"https://openalex.org/S4210179765","display_name":"Studies in health technology and informatics","issn_l":"0926-9630","issn":["0926-9630","1879-8365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"book series"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Studies in Health Technology and Informatics","raw_type":"book-chapter"},{"id":"pmid:39176924","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/39176924","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":"Studies in health technology and informatics","raw_type":null},{"id":"pmh:oai:HAL:hal-04699249v1","is_oa":false,"landing_page_url":"https://hal.science/hal-04699249","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Digital Health and Informatics Innovations for Sustainable Health Care Systems, IOS Press; IOS Press, 2024, Studies in Health Technology and Informatics, &#x27E8;10.3233/SHTI240543&#x27E9;","raw_type":"info:eu-repo/semantics/bookPart"}],"best_oa_location":{"id":"doi:10.3233/shti240543","is_oa":true,"landing_page_url":"http://dx.doi.org/10.3233/shti240543","pdf_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/SHTI240543","source":{"id":"https://openalex.org/S4210179765","display_name":"Studies in health technology and informatics","issn_l":"0926-9630","issn":["0926-9630","1879-8365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"book series"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Studies in Health Technology and Informatics","raw_type":"book-chapter"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4401823265.pdf"},"referenced_works_count":4,"referenced_works":["https://openalex.org/W2028387323","https://openalex.org/W4382631878","https://openalex.org/W4386867830","https://openalex.org/W4389164139"],"related_works":["https://openalex.org/W2046929026","https://openalex.org/W2779278343","https://openalex.org/W1996434451","https://openalex.org/W1569026615","https://openalex.org/W2791725133","https://openalex.org/W2338117633","https://openalex.org/W2112831187","https://openalex.org/W2122149485","https://openalex.org/W4232131108","https://openalex.org/W2128124510"],"abstract_inverted_index":{"The":[0,45],"healthcare":[1],"sector":[2],"confronts":[3],"challenges":[4],"from":[5],"overloaded":[6],"tumor":[7],"board":[8],"meetings,":[9],"reduced":[10],"discussion":[11],"durations,":[12],"and":[13,66,91],"care":[14],"quality":[15],"concerns,":[16],"necessitating":[17],"innovative":[18],"solutions.":[19],"Integrating":[20],"Clinical":[21],"Decision":[22],"Support":[23],"Systems":[24],"(CDSSs)":[25],"has":[26,52],"a":[27,71],"potential":[28,62],"in":[29,42,50,84,89],"supporting":[30],"clinicians":[31],"to":[32,74],"reduce":[33],"the":[34,54,76,98],"cancer":[35],"burden,":[36],"but":[37],"CDSSs":[38,63,83],"remain":[39],"poorly":[40],"used":[41],"clinical":[43],"practice.":[44],"emergence":[46],"of":[47,56,78,95,102],"OpenAI's":[48],"ChatGPT":[49,81],"2022":[51],"prompted":[53],"evaluation":[55],"Large":[57],"Language":[58],"Models":[59],"(LLMs)":[60],"as":[61,82],"for":[64],"diagnosis":[65],"therapeutic":[67],"management.":[68],"We":[69],"conducted":[70],"scoping":[72],"review":[73],"evaluate":[75],"utility":[77],"LLMs":[79,96],"like":[80],"several":[85],"medical":[86],"specialties,":[87],"particularly":[88],"oncology,":[90],"compared":[92],"users'":[93],"perception":[94],"with":[97],"actually":[99],"measured":[100],"performance":[101],"these":[103],"systems.":[104]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2}],"updated_date":"2026-07-25T09:21:30.201066","created_date":"2025-10-10T00:00:00"}
