{"id":"https://openalex.org/W4416637513","doi":"https://doi.org/10.1183/13993003.congress-2025.pa6250","title":"Accuracy of AI Chatbots in Asthma Care: A Comparative Study of ChatGPT, Gemini, and DeepSeek","display_name":"Accuracy of AI Chatbots in Asthma Care: A Comparative Study of ChatGPT, Gemini, and DeepSeek","publication_year":2025,"publication_date":"2025-09-27","ids":{"openalex":"https://openalex.org/W4416637513","doi":"https://doi.org/10.1183/13993003.congress-2025.pa6250"},"language":"en","primary_location":{"id":"doi:10.1183/13993003.congress-2025.pa6250","doi":"https://doi.org/10.1183/13993003.congress-2025.pa6250","is_oa":false,"landing_page_url":"https://doi.org/10.1183/13993003.congress-2025.pa6250","pdf_url":null,"source":{"id":"https://openalex.org/S4210207896","display_name":"European Respiratory Journal","issn_l":"0903-1936","issn":["0903-1936","1399-3003"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","dongbi-a","doyens","jufo-3","ki-jl-3","medline","norway-2","poland-200","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310317833","host_organization_name":"European Respiratory Society","host_organization_lineage":["https://openalex.org/P4310317833"],"host_organization_lineage_names":["European Respiratory Society"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Medical education, web, internet, ethics and economics","raw_type":"proceedings-article"},"parent_works":[],"lineage":["https://openalex.org/W4416637513"],"child_works_count":0,"type":"conference-abstract","is_traditional":false,"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/A5017048308","display_name":"Olha Shchudro","orcid":"https://orcid.org/0000-0001-7575-2651","observed_orcids":["https://orcid.org/0000-0001-7575-2651"]},"institutions":[{"id":"https://openalex.org/I905458539","display_name":"Dnipro State Medical University","ror":"https://ror.org/0469ncz24","country_code":"UA","type":"healthcare","lineage":["https://openalex.org/I905458539"]}],"countries":["UA"],"is_corresponding":false,"raw_author_name":"Olha Shchudro","raw_affiliation_strings":["1Dnipro State Medical University, Dnipro, Ukraine"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"1Dnipro State Medical University, Dnipro, Ukraine","institution_ids":["https://openalex.org/I905458539"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083505584","display_name":"Lyudmyla Konopkina","orcid":"https://orcid.org/0000-0002-2238-6501","observed_orcids":["https://orcid.org/0000-0002-2238-6501"]},"institutions":[{"id":"https://openalex.org/I905458539","display_name":"Dnipro State Medical University","ror":"https://ror.org/0469ncz24","country_code":"UA","type":"healthcare","lineage":["https://openalex.org/I905458539"]}],"countries":["UA"],"is_corresponding":false,"raw_author_name":"Lyudmyla Konopkina","raw_affiliation_strings":["1Dnipro State Medical University, Dnipro, Ukraine"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"1Dnipro State Medical University, Dnipro, Ukraine","institution_ids":["https://openalex.org/I905458539"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037002954","display_name":"Yuliia Huba","orcid":"https://orcid.org/0000-0003-2454-9367","observed_orcids":["https://orcid.org/0000-0003-2454-9367"]},"institutions":[{"id":"https://openalex.org/I905458539","display_name":"Dnipro State Medical University","ror":"https://ror.org/0469ncz24","country_code":"UA","type":"healthcare","lineage":["https://openalex.org/I905458539"]}],"countries":["UA"],"is_corresponding":false,"raw_author_name":"Yuliia Huba","raw_affiliation_strings":["1Dnipro State Medical University, Dnipro, Ukraine"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"1Dnipro State Medical University, Dnipro, Ukraine","institution_ids":["https://openalex.org/I905458539"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038333905","display_name":"Larysa Botvinikova","orcid":"https://orcid.org/0000-0002-2347-6701","observed_orcids":["https://orcid.org/0000-0002-2347-6701"]},"institutions":[{"id":"https://openalex.org/I905458539","display_name":"Dnipro State Medical University","ror":"https://ror.org/0469ncz24","country_code":"UA","type":"healthcare","lineage":["https://openalex.org/I905458539"]}],"countries":["UA"],"is_corresponding":false,"raw_author_name":"Larysa Botvinikova","raw_affiliation_strings":["1Dnipro State Medical University, Dnipro, Ukraine"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"1Dnipro State Medical University, Dnipro, Ukraine","institution_ids":["https://openalex.org/I905458539"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024639111","display_name":"D. Yu. Koval","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I905458539","display_name":"Dnipro State Medical University","ror":"https://ror.org/0469ncz24","country_code":"UA","type":"healthcare","lineage":["https://openalex.org/I905458539"]}],"countries":["UA"],"is_corresponding":false,"raw_author_name":"Dariia Koval","raw_affiliation_strings":["1Dnipro State Medical University, Dnipro, Ukraine"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"1Dnipro State Medical University, Dnipro, Ukraine","institution_ids":["https://openalex.org/I905458539"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5000263353","display_name":"Alina Babets","orcid":"https://orcid.org/0009-0009-2577-3302","observed_orcids":["https://orcid.org/0009-0009-2577-3302"]},"institutions":[{"id":"https://openalex.org/I905458539","display_name":"Dnipro State Medical University","ror":"https://ror.org/0469ncz24","country_code":"UA","type":"healthcare","lineage":["https://openalex.org/I905458539"]}],"countries":["UA"],"is_corresponding":false,"raw_author_name":"Alina Babets","raw_affiliation_strings":["1Dnipro State Medical University, Dnipro, Ukraine"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"1Dnipro State Medical University, Dnipro, Ukraine","institution_ids":["https://openalex.org/I905458539"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I905458539"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"PA6250","last_page":"PA6250"},"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":0.9994999766349792,"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":0.9994999766349792,"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/T11396","display_name":"Artificial Intelligence in Healthcare","score":9.999999747378752e-05,"subfield":{"id":"https://openalex.org/subfields/3605","display_name":"Health Information Management"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T10051","display_name":"Asthma and respiratory diseases","score":0.0,"subfield":{"id":"https://openalex.org/subfields/2740","display_name":"Pulmonary and Respiratory Medicine"},"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/ai-chatbots","display_name":"AI chatbots","score":0.8769999742507935},{"id":"https://openalex.org/keywords/asthma-management","display_name":"asthma management","score":0.9380000233650208},{"id":"https://openalex.org/keywords/gemini-2-0","display_name":"Gemini 2.0","score":0.8880000114440918},{"id":"https://openalex.org/keywords/deepseek-v3","display_name":"DeepSeek-V3","score":0.953000009059906},{"id":"https://openalex.org/keywords/health-information-accuracy","display_name":"health information accuracy","score":0.5960000157356262},{"id":"https://openalex.org/keywords/global-initiative-for-asthma","display_name":"Global Initiative for Asthma","score":0.7319999933242798},{"id":"https://openalex.org/keywords/patient-education","display_name":"patient education","score":0.40299999713897705}],"concepts":[{"id":"https://openalex.org/C2776042228","wikidata":"https://www.wikidata.org/wiki/Q35869","display_name":"Asthma","level":2,"score":0.739300012588501},{"id":"https://openalex.org/C105776082","wikidata":"https://www.wikidata.org/wiki/Q617473","display_name":"Likert scale","level":2,"score":0.6115000247955322},{"id":"https://openalex.org/C2908861384","wikidata":"https://www.wikidata.org/wiki/Q203337","display_name":"Pulmonologists","level":2,"score":0.6114000082015991},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.5608999729156494},{"id":"https://openalex.org/C17231256","wikidata":"https://www.wikidata.org/wiki/Q5156540","display_name":"Completeness (order theory)","level":2,"score":0.5230000019073486},{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.45989999175071716},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.45509999990463257},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3564000129699707},{"id":"https://openalex.org/C2779473830","wikidata":"https://www.wikidata.org/wiki/Q1540899","display_name":"MEDLINE","level":2,"score":0.34279999136924744},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3337000012397766},{"id":"https://openalex.org/C512399662","wikidata":"https://www.wikidata.org/wiki/Q3505712","display_name":"Family medicine","level":1,"score":0.30720001459121704},{"id":"https://openalex.org/C204787440","wikidata":"https://www.wikidata.org/wiki/Q188504","display_name":"Alternative medicine","level":2,"score":0.30480000376701355},{"id":"https://openalex.org/C509550671","wikidata":"https://www.wikidata.org/wiki/Q126945","display_name":"Medical education","level":1,"score":0.2946000099182129},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.28610000014305115},{"id":"https://openalex.org/C2779041454","wikidata":"https://www.wikidata.org/wiki/Q870780","display_name":"Chatbot","level":2,"score":0.2694000005722046},{"id":"https://openalex.org/C19875794","wikidata":"https://www.wikidata.org/wiki/Q1207340","display_name":"Item response theory","level":3,"score":0.2587999999523163},{"id":"https://openalex.org/C101266164","wikidata":"https://www.wikidata.org/wiki/Q2131821","display_name":"Rasch model","level":2,"score":0.2565999925136566},{"id":"https://openalex.org/C80059220","wikidata":"https://www.wikidata.org/wiki/Q7521302","display_name":"Simulated patient","level":2,"score":0.2513999938964844}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1183/13993003.congress-2025.pa6250","doi":"https://doi.org/10.1183/13993003.congress-2025.pa6250","is_oa":false,"landing_page_url":"https://doi.org/10.1183/13993003.congress-2025.pa6250","pdf_url":null,"source":{"id":"https://openalex.org/S4210207896","display_name":"European Respiratory Journal","issn_l":"0903-1936","issn":["0903-1936","1399-3003"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","dongbi-a","doyens","jufo-3","ki-jl-3","medline","norway-2","poland-200","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310317833","host_organization_name":"European Respiratory Society","host_organization_lineage":["https://openalex.org/P4310317833"],"host_organization_lineage_names":["European Respiratory Society"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Medical education, web, internet, ethics and economics","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being","score":0.9391000270843506}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4409645534","https://openalex.org/W4410193880","https://openalex.org/W4411338001","https://openalex.org/W4401963906","https://openalex.org/W4404096979","https://openalex.org/W4406198224","https://openalex.org/W4409825185","https://openalex.org/W7214790915","https://openalex.org/W4400475274","https://openalex.org/W7125496271"],"abstract_inverted_index":{"AI-driven":[0,139],"chatbots":[1],"are":[2],"increasingly":[3],"used":[4],"in":[5,53,143,157],"healthcare":[6,145],"to":[7,31,58],"provide":[8,153],"critical":[9,144],"medical":[10,55],"information,":[11,155],"yet":[12],"their":[13],"responses":[14,38],"can":[15],"appear":[16],"accurate":[17],"while":[18],"harboring":[19],"errors":[20],"that":[21],"may":[22],"impact":[23],"patient":[24],"care,":[25],"particularly":[26],"for":[27,75,135],"asthma":[28,59,148],"management.":[29,60,149],"Aims":[30],"evaluate":[32],"the":[33,72,133,162],"accuracy":[34,96,109,158],"and":[35,46,62,78,86,97,112,159],"comprehensiveness":[36],"of":[37,49,123,138,164],"generated":[39],"by":[40],"ChatGPT-4-turbo,":[41,81],"Gemini":[42,82],"2.0":[43,83],"(Google":[44,84],"AI),":[45,85],"DeepSeek-V3,":[47],"as":[48],"January":[50,89],"27,":[51,90],"2025,":[52],"addressing":[54],"queries":[56],"related":[57],"Materials":[61],"Methods:":[63],"Ten":[64],"open-ended":[65],"asthma-related":[66],"questions":[67,119],"were":[68,104],"formulated":[69],"based":[70],"on":[71,88,106,169],"Global":[73],"Initiative":[74],"Asthma":[76],"FAQs":[77],"answered":[79],"using":[80,99],"DeepSeek-V3":[87],"2025.":[91],"Four":[92],"pulmonologists":[93],"assessed":[94],"response":[95],"completeness":[98,115,160],"predefined":[100],"Likert":[101],"scales.":[102],"Answers":[103],"rated":[105],"a":[107,113,121],"six-point":[108],"scale":[110,116],"(1\u20136)":[111],"three-point":[114],"(1\u20133).":[117],"Unanswered":[118],"received":[120],"score":[122],"0.":[124],"Results.":[125],"erj;66/suppl_69/PA6250/F1":[126],"F1":[127,128],"Conclusion:":[129],"The":[130],"study":[131],"highlights":[132],"need":[134],"continuous":[136],"improvement":[137],"language":[140],"models,":[141],"especially":[142],"areas":[146],"like":[147],"While":[150],"these":[151],"models":[152],"valuable":[154],"inconsistencies":[156],"emphasize":[161],"importance":[163],"expert":[165],"oversight":[166],"when":[167],"relying":[168],"AI-generated":[170],"health":[171],"data.":[172]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2025-11-25T00:00:00"}
