{"id":"https://openalex.org/W4393994738","doi":"https://doi.org/10.1093/jamia/ocae067","title":"Can large language models provide secondary reliable opinion on treatment options for dermatological diseases?","display_name":"Can large language models provide secondary reliable opinion on treatment options for dermatological diseases?","publication_year":2024,"publication_date":"2024-04-05","ids":{"openalex":"https://openalex.org/W4393994738","doi":"https://doi.org/10.1093/jamia/ocae067","pmid":"https://pubmed.ncbi.nlm.nih.gov/38578616"},"language":"en","primary_location":{"id":"doi:10.1093/jamia/ocae067","is_oa":false,"landing_page_url":"https://doi.org/10.1093/jamia/ocae067","pdf_url":null,"source":{"id":"https://openalex.org/S129839026","display_name":"Journal of the American Medical Informatics Association","issn_l":"1067-5027","issn":["1067-5027","1527-974X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of the American Medical Informatics Association","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC11105123/pdf/ocae067.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5011338774","display_name":"Usman Iqbal","orcid":"https://orcid.org/0000-0002-0614-123X"},"institutions":[{"id":"https://openalex.org/I129801699","display_name":"University of Tasmania","ror":"https://ror.org/01nfmeh72","country_code":"AU","type":"education","lineage":["https://openalex.org/I129801699"]},{"id":"https://openalex.org/I2800882159","display_name":"Government of Western Australia Department of Health","ror":"https://ror.org/01epcny94","country_code":"AU","type":"government","lineage":["https://openalex.org/I2799506148","https://openalex.org/I2800882159"]},{"id":"https://openalex.org/I31746571","display_name":"UNSW Sydney","ror":"https://ror.org/03r8z3t63","country_code":"AU","type":"education","lineage":["https://openalex.org/I31746571"]},{"id":"https://openalex.org/I47519274","display_name":"Taipei Medical University","ror":"https://ror.org/05031qk94","country_code":"TW","type":"education","lineage":["https://openalex.org/I47519274"]}],"countries":["AU","TW"],"is_corresponding":false,"raw_author_name":"Usman Iqbal","raw_affiliation_strings":["Department of Health , Tasmania 7000, Australia","Global Health and Health Security Department, College of Public Health, Taipei Medical University , Taipei 110, Taiwan","School of Population Health, Faculty of Medicine and Health, University of New South Wales (UNSW) , Sydney, NSW 2052, Australia"],"raw_orcid":"https://orcid.org/0000-0002-0614-123X","affiliations":[{"raw_affiliation_string":"Department of Health , Tasmania 7000, Australia","institution_ids":["https://openalex.org/I129801699","https://openalex.org/I2800882159"]},{"raw_affiliation_string":"Global Health and Health Security Department, College of Public Health, Taipei Medical University , Taipei 110, Taiwan","institution_ids":["https://openalex.org/I47519274"]},{"raw_affiliation_string":"School of Population Health, Faculty of Medicine and Health, University of New South Wales (UNSW) , Sydney, NSW 2052, Australia","institution_ids":["https://openalex.org/I31746571"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037904618","display_name":"Leon Tsung\u2010Ju Lee","orcid":"https://orcid.org/0000-0001-6652-4390"},"institutions":[{"id":"https://openalex.org/I2802331550","display_name":"Taipei Medical University Hospital","ror":"https://ror.org/03k0md330","country_code":"TW","type":"healthcare","lineage":["https://openalex.org/I2802331550"]},{"id":"https://openalex.org/I47519274","display_name":"Taipei Medical University","ror":"https://ror.org/05031qk94","country_code":"TW","type":"education","lineage":["https://openalex.org/I47519274"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Leon Tsung-Ju Lee","raw_affiliation_strings":["Department of Dermatology, School of Medicine, College of Medicine, Taipei Medical University , Taipei 110, Taiwan","Department of Dermatology, Taipei Medical University Hospital, Taipei Medical University , Taipei 110, Taiwan","Graduate Institute of Clinical Medicine, Taipei Medical University , Taipei 110, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Dermatology, School of Medicine, College of Medicine, Taipei Medical University , Taipei 110, Taiwan","institution_ids":["https://openalex.org/I47519274"]},{"raw_affiliation_string":"Department of Dermatology, Taipei Medical University Hospital, Taipei Medical University , Taipei 110, Taiwan","institution_ids":["https://openalex.org/I2802331550"]},{"raw_affiliation_string":"Graduate Institute of Clinical Medicine, Taipei Medical University , Taipei 110, Taiwan","institution_ids":["https://openalex.org/I47519274"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061302531","display_name":"Annisa Ristya Rahmanti","orcid":"https://orcid.org/0000-0001-9478-6267"},"institutions":[{"id":"https://openalex.org/I165230279","display_name":"Universitas Gadjah Mada","ror":"https://ror.org/03ke6d638","country_code":"ID","type":"education","lineage":["https://openalex.org/I165230279"]},{"id":"https://openalex.org/I47519274","display_name":"Taipei Medical University","ror":"https://ror.org/05031qk94","country_code":"TW","type":"education","lineage":["https://openalex.org/I47519274"]}],"countries":["ID","TW"],"is_corresponding":false,"raw_author_name":"Annisa Ristya Rahmanti","raw_affiliation_strings":["Department Health Policy and Management, Faculty of Medicine, Public Health and Nursing, Universitas Gadjah Mada , Yogyakarta 55281, Indonesia","Graduate Institute of Biomedical Informatics, College of Medical Science and Technology, Taipei Medical University , Taipei 110, Taiwan","International Center for Health Information and Technology, College of Medical Science and Technology, Taipei Medical University , Taipei 110, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department Health Policy and Management, Faculty of Medicine, Public Health and Nursing, Universitas Gadjah Mada , Yogyakarta 55281, Indonesia","institution_ids":["https://openalex.org/I165230279"]},{"raw_affiliation_string":"Graduate Institute of Biomedical Informatics, College of Medical Science and Technology, Taipei Medical University , Taipei 110, Taiwan","institution_ids":["https://openalex.org/I47519274"]},{"raw_affiliation_string":"International Center for Health Information and Technology, College of Medical Science and Technology, Taipei Medical University , Taipei 110, Taiwan","institution_ids":["https://openalex.org/I47519274"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031401755","display_name":"Leo Anthony Celi","orcid":"https://orcid.org/0000-0001-6712-6626"},"institutions":[{"id":"https://openalex.org/I1316535847","display_name":"Beth Israel Deaconess Medical Center","ror":"https://ror.org/04drvxt59","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1316535847"]},{"id":"https://openalex.org/I136199984","display_name":"Harvard University","ror":"https://ror.org/03vek6s52","country_code":"US","type":"education","lineage":["https://openalex.org/I136199984"]},{"id":"https://openalex.org/I63966007","display_name":"Massachusetts Institute of Technology","ror":"https://ror.org/042nb2s44","country_code":"US","type":"education","lineage":["https://openalex.org/I63966007"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Leo Anthony Celi","raw_affiliation_strings":["Department of Biostatistics, Harvard T.H. Chan School of Public Health , Boston, MA 02115, United States","Division of Pulmonary, Critical Care and Sleep Medicine, Beth Israel Deaconess Medical Center , Boston, MA 02215, United States","Laboratory for Computational Physiology, Massachusetts Institute of Technology , Cambridge, MA 02139, United States"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Biostatistics, Harvard T.H. Chan School of Public Health , Boston, MA 02115, United States","institution_ids":["https://openalex.org/I136199984"]},{"raw_affiliation_string":"Division of Pulmonary, Critical Care and Sleep Medicine, Beth Israel Deaconess Medical Center , Boston, MA 02215, United States","institution_ids":["https://openalex.org/I1316535847"]},{"raw_affiliation_string":"Laboratory for Computational Physiology, Massachusetts Institute of Technology , Cambridge, MA 02139, United States","institution_ids":["https://openalex.org/I63966007"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5112623798","display_name":"Yu\u2010Chuan Li","orcid":"https://orcid.org/0000-0001-6497-4232"},"institutions":[{"id":"https://openalex.org/I47519274","display_name":"Taipei Medical University","ror":"https://ror.org/05031qk94","country_code":"TW","type":"education","lineage":["https://openalex.org/I47519274"]}],"countries":["TW"],"is_corresponding":true,"raw_author_name":"Yu-Chuan Jack Li","raw_affiliation_strings":["Department of Dermatology, Taipei Municipal Wanfang Hospital, Taipei Medical University , Taipei 116, Taiwan","Graduate Institute of Biomedical Informatics, College of Medical Science and Technology, Taipei Medical University , Taipei 110, Taiwan","International Center for Health Information and Technology, College of Medical Science and Technology, Taipei Medical University , Taipei 110, Taiwan","The International Medical Informatics Association (IMIA) , Gen\u00e8ve CH-1204, Switzerland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Dermatology, Taipei Municipal Wanfang Hospital, Taipei Medical University , Taipei 116, Taiwan","institution_ids":["https://openalex.org/I47519274"]},{"raw_affiliation_string":"Graduate Institute of Biomedical Informatics, College of Medical Science and Technology, Taipei Medical University , Taipei 110, Taiwan","institution_ids":["https://openalex.org/I47519274"]},{"raw_affiliation_string":"International Center for Health Information and Technology, College of Medical Science and Technology, Taipei Medical University , Taipei 110, Taiwan","institution_ids":["https://openalex.org/I47519274"]},{"raw_affiliation_string":"The International Medical Informatics Association (IMIA) , Gen\u00e8ve CH-1204, Switzerland","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5112623798"],"corresponding_institution_ids":["https://openalex.org/I47519274"],"apc_list":{"value":3967,"currency":"USD","value_usd":3967},"apc_paid":null,"fwci":1.9111,"has_fulltext":true,"cited_by_count":18,"citation_normalized_percentile":{"value":0.86175482,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":100},"biblio":{"volume":"31","issue":"6","first_page":"1341","last_page":"1347"},"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":0.5512999892234802,"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":0.5512999892234802,"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/T11642","display_name":"Genomics and Rare Diseases","score":0.07919999957084656,"subfield":{"id":"https://openalex.org/subfields/1311","display_name":"Genetics"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T13702","display_name":"Machine Learning in Healthcare","score":0.06509999930858612,"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/medicine","display_name":"Medicine","score":0.6122093796730042},{"id":"https://openalex.org/keywords/reliability","display_name":"Reliability (semiconductor)","score":0.5451251268386841},{"id":"https://openalex.org/keywords/dermatological-diseases","display_name":"Dermatological diseases","score":0.531812310218811},{"id":"https://openalex.org/keywords/medical-prescription","display_name":"Medical prescription","score":0.5192180275917053},{"id":"https://openalex.org/keywords/consistency","display_name":"Consistency (knowledge bases)","score":0.5080215930938721},{"id":"https://openalex.org/keywords/expert-opinion","display_name":"Expert opinion","score":0.4784243702888489},{"id":"https://openalex.org/keywords/cutoff","display_name":"Cutoff","score":0.41837501525878906},{"id":"https://openalex.org/keywords/family-medicine","display_name":"Family medicine","score":0.3999878764152527},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.32051903009414673},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.17397648096084595},{"id":"https://openalex.org/keywords/dermatology","display_name":"Dermatology","score":0.13710904121398926},{"id":"https://openalex.org/keywords/intensive-care-medicine","display_name":"Intensive care medicine","score":0.13309654593467712},{"id":"https://openalex.org/keywords/nursing","display_name":"Nursing","score":0.07911166548728943}],"concepts":[{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.6122093796730042},{"id":"https://openalex.org/C43214815","wikidata":"https://www.wikidata.org/wiki/Q7310987","display_name":"Reliability (semiconductor)","level":3,"score":0.5451251268386841},{"id":"https://openalex.org/C2909963953","wikidata":"https://www.wikidata.org/wiki/Q171171","display_name":"Dermatological diseases","level":2,"score":0.531812310218811},{"id":"https://openalex.org/C2426938","wikidata":"https://www.wikidata.org/wiki/Q3355478","display_name":"Medical prescription","level":2,"score":0.5192180275917053},{"id":"https://openalex.org/C2776436953","wikidata":"https://www.wikidata.org/wiki/Q5163215","display_name":"Consistency (knowledge bases)","level":2,"score":0.5080215930938721},{"id":"https://openalex.org/C3020580240","wikidata":"https://www.wikidata.org/wiki/Q663272","display_name":"Expert opinion","level":2,"score":0.4784243702888489},{"id":"https://openalex.org/C2778217198","wikidata":"https://www.wikidata.org/wiki/Q556977","display_name":"Cutoff","level":2,"score":0.41837501525878906},{"id":"https://openalex.org/C512399662","wikidata":"https://www.wikidata.org/wiki/Q3505712","display_name":"Family medicine","level":1,"score":0.3999878764152527},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.32051903009414673},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.17397648096084595},{"id":"https://openalex.org/C16005928","wikidata":"https://www.wikidata.org/wiki/Q171171","display_name":"Dermatology","level":1,"score":0.13710904121398926},{"id":"https://openalex.org/C177713679","wikidata":"https://www.wikidata.org/wiki/Q679690","display_name":"Intensive care medicine","level":1,"score":0.13309654593467712},{"id":"https://openalex.org/C159110408","wikidata":"https://www.wikidata.org/wiki/Q121176","display_name":"Nursing","level":1,"score":0.07911166548728943},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.0}],"mesh":[{"descriptor_ui":"D003879","descriptor_name":"Dermatologic Agents","qualifier_ui":"Q000627","qualifier_name":"therapeutic use","is_major_topic":false},{"descriptor_ui":"D003879","descriptor_name":"Dermatologic Agents","qualifier_ui":"Q000627","qualifier_name":"therapeutic use","is_major_topic":false},{"descriptor_ui":"D003879","descriptor_name":"Dermatologic Agents","qualifier_ui":"Q000627","qualifier_name":"therapeutic use","is_major_topic":false},{"descriptor_ui":"D003879","descriptor_name":"Dermatologic Agents","qualifier_ui":"Q000627","qualifier_name":"therapeutic use","is_major_topic":false},{"descriptor_ui":"D003879","descriptor_name":"Dermatologic Agents","qualifier_ui":"Q000627","qualifier_name":"therapeutic use","is_major_topic":false},{"descriptor_ui":"D003879","descriptor_name":"Dermatologic Agents","qualifier_ui":"Q000627","qualifier_name":"therapeutic use","is_major_topic":false},{"descriptor_ui":"D003879","descriptor_name":"Dermatologic Agents","qualifier_ui":"Q000627","qualifier_name":"therapeutic use","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":"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":"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":"D012017","descriptor_name":"Referral and Consultation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012017","descriptor_name":"Referral and Consultation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012017","descriptor_name":"Referral and Consultation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012017","descriptor_name":"Referral and Consultation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012017","descriptor_name":"Referral and Consultation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012017","descriptor_name":"Referral and Consultation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012017","descriptor_name":"Referral and Consultation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012871","descriptor_name":"Skin Diseases","qualifier_ui":"Q000188","qualifier_name":"drug therapy","is_major_topic":true},{"descriptor_ui":"D012871","descriptor_name":"Skin Diseases","qualifier_ui":"Q000188","qualifier_name":"drug therapy","is_major_topic":true},{"descriptor_ui":"D012871","descriptor_name":"Skin Diseases","qualifier_ui":"Q000188","qualifier_name":"drug therapy","is_major_topic":true},{"descriptor_ui":"D012871","descriptor_name":"Skin Diseases","qualifier_ui":"Q000188","qualifier_name":"drug therapy","is_major_topic":true},{"descriptor_ui":"D012871","descriptor_name":"Skin Diseases","qualifier_ui":"Q000188","qualifier_name":"drug therapy","is_major_topic":true},{"descriptor_ui":"D012871","descriptor_name":"Skin Diseases","qualifier_ui":"Q000188","qualifier_name":"drug therapy","is_major_topic":true},{"descriptor_ui":"D012871","descriptor_name":"Skin Diseases","qualifier_ui":"Q000188","qualifier_name":"drug therapy","is_major_topic":true},{"descriptor_ui":"D013624","descriptor_name":"Taiwan","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D013624","descriptor_name":"Taiwan","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D013624","descriptor_name":"Taiwan","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D013624","descriptor_name":"Taiwan","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D013624","descriptor_name":"Taiwan","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D013624","descriptor_name":"Taiwan","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D013624","descriptor_name":"Taiwan","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015203","descriptor_name":"Reproducibility of Results","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015203","descriptor_name":"Reproducibility of Results","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015203","descriptor_name":"Reproducibility of Results","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015203","descriptor_name":"Reproducibility of Results","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015203","descriptor_name":"Reproducibility of Results","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015203","descriptor_name":"Reproducibility of Results","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015203","descriptor_name":"Reproducibility of Results","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016208","descriptor_name":"Databases, Factual","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016208","descriptor_name":"Databases, Factual","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016208","descriptor_name":"Databases, Factual","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016208","descriptor_name":"Databases, Factual","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016208","descriptor_name":"Databases, Factual","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016208","descriptor_name":"Databases, Factual","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016208","descriptor_name":"Databases, Factual","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":3,"locations":[{"id":"doi:10.1093/jamia/ocae067","is_oa":false,"landing_page_url":"https://doi.org/10.1093/jamia/ocae067","pdf_url":null,"source":{"id":"https://openalex.org/S129839026","display_name":"Journal of the American Medical Informatics Association","issn_l":"1067-5027","issn":["1067-5027","1527-974X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of the American Medical Informatics Association","raw_type":"journal-article"},{"id":"pmid:38578616","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/38578616","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":"Journal of the American Medical Informatics Association : JAMIA","raw_type":null},{"id":"pmh:oai:pubmedcentral.nih.gov:11105123","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/11105123","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC11105123/pdf/ocae067.pdf","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"J Am Med Inform Assoc","raw_type":"Text"}],"best_oa_location":{"id":"pmh:oai:pubmedcentral.nih.gov:11105123","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/11105123","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC11105123/pdf/ocae067.pdf","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"J Am Med Inform Assoc","raw_type":"Text"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G5310824793","display_name":null,"funder_award_id":"NSTC 112-2321-B-038-006","funder_id":"https://openalex.org/F2461203286","funder_display_name":"National Science and Technology Council"},{"id":"https://openalex.org/G6620858536","display_name":null,"funder_award_id":"112-2410-H-038-015-MY2","funder_id":"https://openalex.org/F2461203286","funder_display_name":"National Science and Technology Council"}],"funders":[{"id":"https://openalex.org/F2461203286","display_name":"National Science and Technology Council","ror":"https://ror.org/02kv4zf79"},{"id":"https://openalex.org/F4320311039","display_name":"Ministry of Higher Education and Scientific Research","ror":"https://ror.org/00kab6t91"},{"id":"https://openalex.org/F4320322724","display_name":"Ministry of Education, India","ror":"https://ror.org/048xjjh50"},{"id":"https://openalex.org/F4320331164","display_name":"National Science and Technology Council","ror":"https://ror.org/00wnb9798"}],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4393994738.pdf"},"referenced_works_count":23,"referenced_works":["https://openalex.org/W2045345984","https://openalex.org/W3161195140","https://openalex.org/W4319301505","https://openalex.org/W4319301633","https://openalex.org/W4319460874","https://openalex.org/W4319663047","https://openalex.org/W4321351832","https://openalex.org/W4323350039","https://openalex.org/W4361298490","https://openalex.org/W4366769280","https://openalex.org/W4367174612","https://openalex.org/W4367175039","https://openalex.org/W4367175150","https://openalex.org/W4367186868","https://openalex.org/W4372231834","https://openalex.org/W4377010360","https://openalex.org/W4378214315","https://openalex.org/W4379231355","https://openalex.org/W4383346782","https://openalex.org/W4384561707","https://openalex.org/W4387356888","https://openalex.org/W4387829826","https://openalex.org/W6850507425"],"related_works":["https://openalex.org/W3092388660","https://openalex.org/W1778838665","https://openalex.org/W3175879137","https://openalex.org/W2328322229","https://openalex.org/W2361820086","https://openalex.org/W3094919452","https://openalex.org/W2119262383","https://openalex.org/W4320056724","https://openalex.org/W4388487825","https://openalex.org/W2368224867"],"abstract_inverted_index":{"OBJECTIVE:":[0],"To":[1],"investigate":[2],"the":[3,18,91,132,218,233],"consistency":[4],"and":[5,67,73,86,93,109,161,185,191,210,228],"reliability":[6,209],"of":[7,152,235],"medication":[8,124,193,198],"recommendations":[9,50,199],"provided":[10],"by":[11,52,75],"ChatGPT":[12,21,53,88,113,167,196],"for":[13,20,48,121,147,214,226],"common":[14,122],"dermatological":[15,123],"conditions,":[16],"highlighting":[17],"potential":[19],"to":[22,179],"offer":[23],"second":[24,202],"opinions":[25],"in":[26,45,101,164,204],"patient":[27],"treatment":[28],"while":[29],"also":[30],"delineating":[31],"possible":[32],"limitations.":[33],"MATERIALS":[34],"AND":[35],"METHODS:":[36],"In":[37,217],"this":[38],"mixed-methods":[39],"study,":[40],"we":[41],"used":[42],"survey":[43],"questions":[44],"April":[46],"2023":[47],"drug":[49,129,170,183],"generated":[51],"with":[54],"data":[55],"from":[56],"secondary":[57],"databases,":[58],"that":[59,135],"is,":[60],"Taiwan's":[61],"National":[62],"Health":[63],"Insurance":[64],"Research":[65],"Database":[66],"an":[68],"US":[69],"medical":[70,222],"center":[71],"database,":[72],"validated":[74],"dermatologists.":[76,94],"The":[77,95],"methodology":[78],"included":[79,174],"preprocessing":[80],"queries,":[81],"executing":[82],"them":[83],"multiple":[84],"times,":[85],"evaluating":[87],"responses":[89,97],"against":[90],"databases":[92],"ChatGPT-generated":[96],"were":[98],"analyzed":[99],"statistically":[100],"a":[102,115,150,201,221],"disease-drug":[103],"matrix,":[104],"considering":[105],"disease-medication":[106,148],"associations":[107],"(Q-value)":[108],"expert":[110,137],"evaluation.":[111],"RESULTS:":[112],"achieved":[114,154],"high":[116],"98.87%":[117],"dermatologist":[118],"approval":[119],"rate":[120],"recommendations.":[125],"We":[126],"evaluated":[127],"its":[128,208],"suggestions":[130],"using":[131],"Q-value,":[133],"showing":[134],"human":[136],"validation":[138],"agreement":[139],"surpassed":[140],"Q-value":[141],"cutoff-based":[142],"agreement.":[143],"Varying":[144],"cutoff":[145,151],"values":[146],"associations,":[149],"3":[153],"95.14%":[155],"accurate":[156,169],"prescriptions,":[157],"5":[158],"yielded":[159],"85.42%,":[160],"10":[162],"resulted":[163],"72.92%.":[165],"While":[166],"offered":[168],"advice,":[171],"it":[172],"occasionally":[173],"incorrect":[175,182],"ATC":[176],"codes,":[177,188],"leading":[178],"issues":[180],"like":[181],"use":[184],"type,":[186],"nonexistent":[187],"repeated":[189],"errors,":[190],"incomplete":[192],"codes.":[194],"CONCLUSION:":[195],"provides":[197],"as":[200],"opinion":[203],"dermatology":[205],"treatment,":[206],"but":[207],"comprehensiveness":[211],"need":[212],"refinement":[213],"greater":[215],"accuracy.":[216],"future,":[219],"integrating":[220],"domain-specific":[223],"knowledge":[224],"base":[225],"training":[227],"ongoing":[229],"optimization":[230],"will":[231],"enhance":[232],"precision":[234],"ChatGPT's":[236],"results.":[237]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":13},{"year":2024,"cited_by_count":3}],"updated_date":"2026-05-28T09:10:13.091523","created_date":"2025-10-10T00:00:00"}
