{"id":"https://openalex.org/W4412470975","doi":"https://doi.org/10.1016/j.radi.2025.103087","title":"Comparison of applicability, difficulty, and discrimination indices of multiple-choice questions on medical imaging generated by different AI-based chatbots","display_name":"Comparison of applicability, difficulty, and discrimination indices of multiple-choice questions on medical imaging generated by different AI-based chatbots","publication_year":2025,"publication_date":"2025-07-16","ids":{"openalex":"https://openalex.org/W4412470975","doi":"https://doi.org/10.1016/j.radi.2025.103087","pmid":"https://pubmed.ncbi.nlm.nih.gov/40674889"},"language":"en","primary_location":{"id":"doi:10.1016/j.radi.2025.103087","doi":"https://doi.org/10.1016/j.radi.2025.103087","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.radi.2025.103087","pdf_url":null,"source":{"id":"https://openalex.org/S127482523","display_name":"Radiography","issn_l":"1078-8174","issn":["1078-8174","1532-2831"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-1","ki-jl-1","medline","norway-1","poland-40","russia-white-list-2","vabb-shw"],"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Radiography","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref","pubmed"],"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/A5116153747","display_name":"Bet\u00fcl Nalan Karahan","orcid":"https://orcid.org/0000-0003-4958-330X","observed_orcids":["https://orcid.org/0000-0003-4958-330X"]},"institutions":[{"id":"https://openalex.org/I51209816","display_name":"Eski\u015fehir Osmangazi University","ror":"https://ror.org/01dzjez04","country_code":"TR","type":"education","lineage":["https://openalex.org/I51209816"]}],"countries":["TR"],"is_corresponding":true,"raw_author_name":"B.N. Karahan","raw_affiliation_strings":["Department of Radiology, Eski\u015fehir Osmangazi University, Faculty of Medicine, Eski\u015fehir, T\u00fcrkiye. Electronic address: nalanksgl@gmail.com"],"raw_orcid":"https://orcid.org/0000-0003-4958-330X","affiliations":[{"raw_affiliation_string":"Department of Radiology, Eski\u015fehir Osmangazi University, Faculty of Medicine, Eski\u015fehir, T\u00fcrkiye. Electronic address: nalanksgl@gmail.com","institution_ids":["https://openalex.org/I51209816"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5065735715","display_name":"Emre Emekli","orcid":"https://orcid.org/0000-0001-5989-1897","observed_orcids":["https://orcid.org/0000-0001-5989-1897","https://orcid.org/0000-0003-3172-1591"]},"institutions":[{"id":"https://openalex.org/I51209816","display_name":"Eski\u015fehir Osmangazi University","ror":"https://ror.org/01dzjez04","country_code":"TR","type":"education","lineage":["https://openalex.org/I51209816"]}],"countries":["TR"],"is_corresponding":true,"raw_author_name":"E. Emekli","raw_affiliation_strings":["Department of Radiology, Eski\u015fehir Osmangazi University, Faculty of Medicine, Eski\u015fehir, T\u00fcrkiye; Translational Medicine Application and Research Center, Eski\u015fehir Osmangazi University, Eski\u015fehir, T\u00fcrkiye. Electronic address: emreemekli90@gmail.com"],"raw_orcid":"https://orcid.org/0000-0001-5989-1897","affiliations":[{"raw_affiliation_string":"Department of Radiology, Eski\u015fehir Osmangazi University, Faculty of Medicine, Eski\u015fehir, T\u00fcrkiye; Translational Medicine Application and Research Center, Eski\u015fehir Osmangazi University, Eski\u015fehir, T\u00fcrkiye. Electronic address: emreemekli90@gmail.com","institution_ids":["https://openalex.org/I51209816"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5065735715","https://openalex.org/A5116153747"],"corresponding_institution_ids":["https://openalex.org/I51209816"],"apc_list":{"value":2990,"currency":"USD","value_usd":2990},"apc_paid":null,"fwci":2.9161,"has_fulltext":false,"cited_by_count":16,"citation_normalized_percentile":{"value":0.91901761,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":"31","issue":"5","first_page":"103087","last_page":"103087"},"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":0.9750999808311462,"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":0.9750999808311462,"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/T10254","display_name":"Innovations in Medical Education","score":0.013000000268220901,"subfield":{"id":"https://openalex.org/subfields/3304","display_name":"Education"},"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/T14414","display_name":"Artificial Intelligence in Education","score":0.009600000455975533,"subfield":{"id":"https://openalex.org/subfields/3304","display_name":"Education"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/multiple-choice-question-generation","display_name":"multiple-choice question generation","score":0.8859999775886536},{"id":"https://openalex.org/keywords/ai-chatbots","display_name":"AI chatbots","score":0.9459999799728394},{"id":"https://openalex.org/keywords/medical-imaging-education","display_name":"medical imaging education","score":0.9599999785423279},{"id":"https://openalex.org/keywords/radiology-education","display_name":"radiology education","score":0.7770000100135803},{"id":"https://openalex.org/keywords/discrimination-index","display_name":"discrimination index","score":0.8220000267028809},{"id":"https://openalex.org/keywords/miller-s-pyramid","display_name":"Miller's pyramid","score":0.8460000157356262},{"id":"https://openalex.org/keywords/cognitive-levels","display_name":"cognitive levels","score":0.6570000052452087},{"id":"https://openalex.org/keywords/claude","display_name":"Claude","score":0.35100001096725464},{"id":"https://openalex.org/keywords/chatgpt","display_name":"ChatGPT","score":0.9950000047683716},{"id":"https://openalex.org/keywords/question-quality","display_name":"question quality","score":0.5270000100135803},{"id":"https://openalex.org/keywords/automated-assessment","display_name":"automated assessment","score":0.5509999990463257}],"concepts":[{"id":"https://openalex.org/C19527891","wikidata":"https://www.wikidata.org/wiki/Q1120908","display_name":"Medical physics","level":1,"score":0.449456125497818},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4389573335647583},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4138338565826416},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.37222617864608765},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.317404568195343}],"mesh":[{"descriptor_ui":"D000098842","descriptor_name":"Generative Artificial Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D003952","descriptor_name":"Diagnostic Imaging","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D004501","descriptor_name":"Education, Medical","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D004521","descriptor_name":"Educational Measurement","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011871","descriptor_name":"Radiology","qualifier_ui":"Q000193","qualifier_name":"education","is_major_topic":true}],"locations_count":2,"locations":[{"id":"doi:10.1016/j.radi.2025.103087","doi":"https://doi.org/10.1016/j.radi.2025.103087","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.radi.2025.103087","pdf_url":null,"source":{"id":"https://openalex.org/S127482523","display_name":"Radiography","issn_l":"1078-8174","issn":["1078-8174","1532-2831"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-1","ki-jl-1","medline","norway-1","poland-40","russia-white-list-2","vabb-shw"],"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Radiography","raw_type":"journal-article"},{"id":"pmid:40674889","doi":null,"is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/40674889","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,"listed_in":[],"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":"Radiography (London, England : 1995)","raw_type":"Journal Article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","score":0.8048999905586243,"display_name":"Good health and well-being"},{"id":"https://metadata.un.org/sdg/4","score":0.7567999958992004,"display_name":"Quality education"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W94062176","https://openalex.org/W2000023539","https://openalex.org/W2107015343","https://openalex.org/W3150582748","https://openalex.org/W4224308101","https://openalex.org/W4376616652","https://openalex.org/W4378647938","https://openalex.org/W4379136378","https://openalex.org/W4386152215","https://openalex.org/W4386770320","https://openalex.org/W4387327237","https://openalex.org/W4389125652","https://openalex.org/W4389249822","https://openalex.org/W4390546602","https://openalex.org/W4391811770","https://openalex.org/W4392337656","https://openalex.org/W4399387113","https://openalex.org/W4400642441","https://openalex.org/W4404834111","https://openalex.org/W4405228616","https://openalex.org/W4407153107","https://openalex.org/W4407263148","https://openalex.org/W4409016064","https://openalex.org/W7133224126"],"related_works":["https://openalex.org/W4409016064","https://openalex.org/W4407263148","https://openalex.org/W4412517761","https://openalex.org/W4417033086","https://openalex.org/W7126251086","https://openalex.org/W4411892126","https://openalex.org/W4386249608","https://openalex.org/W7138914407","https://openalex.org/W4392501374","https://openalex.org/W4408836493"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":7},{"year":2025,"cited_by_count":9}],"updated_date":"2026-11-10T11:39:43.021295","created_date":"2025-10-10T00:00:00"}
