{"id":"https://openalex.org/W7128636194","doi":"https://doi.org/10.1016/j.ijmedinf.2026.106341","title":"Guideline-based, but not error-free: Multilingual risks in AI-powered patient counseling on gallstones","display_name":"Guideline-based, but not error-free: Multilingual risks in AI-powered patient counseling on gallstones","publication_year":2026,"publication_date":"2026-02-12","ids":{"openalex":"https://openalex.org/W7128636194","doi":"https://doi.org/10.1016/j.ijmedinf.2026.106341","pmid":"https://pubmed.ncbi.nlm.nih.gov/41689953"},"language":"en","primary_location":{"id":"doi:10.1016/j.ijmedinf.2026.106341","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.ijmedinf.2026.106341","pdf_url":null,"source":{"id":"https://openalex.org/S53142634","display_name":"International Journal of Medical Informatics","issn_l":"1386-5056","issn":["1386-5056","1872-8243"],"is_oa":false,"is_in_doaj":false,"is_core":true,"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":"International Journal of Medical Informatics","raw_type":"journal-article"},"type":"article","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/A5082159504","display_name":"Olgun Erdem","orcid":"https://orcid.org/0000-0003-1433-3431"},"institutions":[{"id":"https://openalex.org/I4210110321","display_name":"\u00dcmraniye E\u011fitim ve Ara\u015ft\u0131rma Hastanesi","ror":"https://ror.org/023wdy559","country_code":"TR","type":"healthcare","lineage":["https://openalex.org/I4210110321"]},{"id":"https://openalex.org/I4210128276","display_name":"Sa\u011fl\u0131k Bilimleri \u00dcniversitesi","ror":"https://ror.org/03k7bde87","country_code":"TR","type":"education","lineage":["https://openalex.org/I4210128276"]}],"countries":["TR"],"is_corresponding":true,"raw_author_name":"Olgun Erdem","raw_affiliation_strings":["University of Health Sciences, Umraniye Training and Research Hospital, Department of General Surgery, Istanbul, Turkiye"],"raw_orcid":"https://orcid.org/0000-0003-1433-3431","affiliations":[{"raw_affiliation_string":"University of Health Sciences, Umraniye Training and Research Hospital, Department of General Surgery, Istanbul, Turkiye","institution_ids":["https://openalex.org/I4210110321","https://openalex.org/I4210128276"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015410160","display_name":"Tolga Canbak","orcid":"https://orcid.org/0000-0002-2096-6975"},"institutions":[{"id":"https://openalex.org/I4210110321","display_name":"\u00dcmraniye E\u011fitim ve Ara\u015ft\u0131rma Hastanesi","ror":"https://ror.org/023wdy559","country_code":"TR","type":"healthcare","lineage":["https://openalex.org/I4210110321"]},{"id":"https://openalex.org/I4210128276","display_name":"Sa\u011fl\u0131k Bilimleri \u00dcniversitesi","ror":"https://ror.org/03k7bde87","country_code":"TR","type":"education","lineage":["https://openalex.org/I4210128276"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Tolga Canbak","raw_affiliation_strings":["University of Health Sciences, Umraniye Training and Research Hospital, Department of General Surgery, Istanbul, Turkiye"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Health Sciences, Umraniye Training and Research Hospital, Department of General Surgery, Istanbul, Turkiye","institution_ids":["https://openalex.org/I4210110321","https://openalex.org/I4210128276"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5125675637","display_name":"Aylin Acar","orcid":null},"institutions":[{"id":"https://openalex.org/I4210110321","display_name":"\u00dcmraniye E\u011fitim ve Ara\u015ft\u0131rma Hastanesi","ror":"https://ror.org/023wdy559","country_code":"TR","type":"healthcare","lineage":["https://openalex.org/I4210110321"]},{"id":"https://openalex.org/I4210128276","display_name":"Sa\u011fl\u0131k Bilimleri \u00dcniversitesi","ror":"https://ror.org/03k7bde87","country_code":"TR","type":"education","lineage":["https://openalex.org/I4210128276"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Aylin Acar","raw_affiliation_strings":["University of Health Sciences, Umraniye Training and Research Hospital, Department of General Surgery, Istanbul, Turkiye"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Health Sciences, Umraniye Training and Research Hospital, Department of General Surgery, Istanbul, Turkiye","institution_ids":["https://openalex.org/I4210110321","https://openalex.org/I4210128276"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5104311358","display_name":"Emine Maksude Ceylan","orcid":null},"institutions":[{"id":"https://openalex.org/I4210110321","display_name":"\u00dcmraniye E\u011fitim ve Ara\u015ft\u0131rma Hastanesi","ror":"https://ror.org/023wdy559","country_code":"TR","type":"healthcare","lineage":["https://openalex.org/I4210110321"]},{"id":"https://openalex.org/I4210128276","display_name":"Sa\u011fl\u0131k Bilimleri \u00dcniversitesi","ror":"https://ror.org/03k7bde87","country_code":"TR","type":"education","lineage":["https://openalex.org/I4210128276"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Emine Maksude Ceylan","raw_affiliation_strings":["University of Health Sciences, Umraniye Training and Research Hospital, Department of General Surgery, Istanbul, Turkiye"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Health Sciences, Umraniye Training and Research Hospital, Department of General Surgery, Istanbul, Turkiye","institution_ids":["https://openalex.org/I4210110321","https://openalex.org/I4210128276"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000983746","display_name":"Hakan \u00c7ak\u0131t","orcid":"https://orcid.org/0000-0002-7853-8201"},"institutions":[{"id":"https://openalex.org/I1351752","display_name":"Ko\u00e7 University","ror":"https://ror.org/00jzwgz36","country_code":"TR","type":"education","lineage":["https://openalex.org/I1351752"]},{"id":"https://openalex.org/I4210165999","display_name":"Amerikan Hastanesi","ror":"https://ror.org/05wfna922","country_code":"TR","type":"healthcare","lineage":["https://openalex.org/I4210165999"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Hakan \u00c7ak\u0131t","raw_affiliation_strings":["Ko\u00e7 University, American Hospital, Department of General Surgery, Istanbul, Turkiye"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ko\u00e7 University, American Hospital, Department of General Surgery, Istanbul, Turkiye","institution_ids":["https://openalex.org/I4210165999","https://openalex.org/I1351752"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5113485963","display_name":"Fatih Ba\u015fak","orcid":null},"institutions":[{"id":"https://openalex.org/I4210110321","display_name":"\u00dcmraniye E\u011fitim ve Ara\u015ft\u0131rma Hastanesi","ror":"https://ror.org/023wdy559","country_code":"TR","type":"healthcare","lineage":["https://openalex.org/I4210110321"]},{"id":"https://openalex.org/I4210128276","display_name":"Sa\u011fl\u0131k Bilimleri \u00dcniversitesi","ror":"https://ror.org/03k7bde87","country_code":"TR","type":"education","lineage":["https://openalex.org/I4210128276"]},{"id":"https://openalex.org/I872922937","display_name":"University of Health Sciences Antigua","ror":"https://ror.org/01wdhap14","country_code":"AG","type":"education","lineage":["https://openalex.org/I872922937"]}],"countries":["AG","TR"],"is_corresponding":false,"raw_author_name":"Fatih Ba\u015fak","raw_affiliation_strings":["University of Health Sciences, Umraniye Training and Research Hospital, Department of General Surgery, Istanbul, Turkiye. Electronic address: fatihbasak@gmail.com"],"raw_orcid":"https://orcid.org/0000-0003-1854-7437","affiliations":[{"raw_affiliation_string":"University of Health Sciences, Umraniye Training and Research Hospital, Department of General Surgery, Istanbul, Turkiye. Electronic address: fatihbasak@gmail.com","institution_ids":["https://openalex.org/I4210110321","https://openalex.org/I4210128276","https://openalex.org/I872922937"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5082159504"],"corresponding_institution_ids":["https://openalex.org/I4210110321","https://openalex.org/I4210128276"],"apc_list":{"value":3210,"currency":"USD","value_usd":3210},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.24610226,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"212","issue":null,"first_page":"106341","last_page":"106341"},"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":0.7829999923706055,"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":0.7829999923706055,"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/T11775","display_name":"COVID-19 diagnosis using AI","score":0.012500000186264515,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"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/T12151","display_name":"Interpreting and Communication in Healthcare","score":0.008200000040233135,"subfield":{"id":"https://openalex.org/subfields/3600","display_name":"General Health Professions"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/gallstones","display_name":"Gallstones","score":0.7386999726295471},{"id":"https://openalex.org/keywords/medline","display_name":"MEDLINE","score":0.421099990606308},{"id":"https://openalex.org/keywords/patient-safety","display_name":"Patient safety","score":0.36719998717308044},{"id":"https://openalex.org/keywords/risk-assessment","display_name":"Risk assessment","score":0.34060001373291016},{"id":"https://openalex.org/keywords/public-health","display_name":"Public health","score":0.2969000041484833}],"concepts":[{"id":"https://openalex.org/C2779388726","wikidata":"https://www.wikidata.org/wiki/Q272714","display_name":"Gallstones","level":2,"score":0.7386999726295471},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.7228999733924866},{"id":"https://openalex.org/C2779473830","wikidata":"https://www.wikidata.org/wiki/Q1540899","display_name":"MEDLINE","level":2,"score":0.421099990606308},{"id":"https://openalex.org/C512399662","wikidata":"https://www.wikidata.org/wiki/Q3505712","display_name":"Family medicine","level":1,"score":0.41290000081062317},{"id":"https://openalex.org/C2779328685","wikidata":"https://www.wikidata.org/wiki/Q1475557","display_name":"Patient safety","level":3,"score":0.36719998717308044},{"id":"https://openalex.org/C12174686","wikidata":"https://www.wikidata.org/wiki/Q1058438","display_name":"Risk assessment","level":2,"score":0.34060001373291016},{"id":"https://openalex.org/C545542383","wikidata":"https://www.wikidata.org/wiki/Q2751242","display_name":"Medical emergency","level":1,"score":0.32659998536109924},{"id":"https://openalex.org/C177713679","wikidata":"https://www.wikidata.org/wiki/Q679690","display_name":"Intensive care medicine","level":1,"score":0.31150001287460327},{"id":"https://openalex.org/C138816342","wikidata":"https://www.wikidata.org/wiki/Q189603","display_name":"Public health","level":2,"score":0.2969000041484833},{"id":"https://openalex.org/C3018822202","wikidata":"https://www.wikidata.org/wiki/Q1324077","display_name":"Patient data","level":2,"score":0.26330000162124634}],"mesh":[{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D003376","descriptor_name":"Counseling","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D003430","descriptor_name":"Cross-Sectional Studies","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","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":"D007802","descriptor_name":"Language","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D014421","descriptor_name":"Turkey","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D017410","descriptor_name":"Practice Guidelines as Topic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D019303","descriptor_name":"Multilingualism","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D042882","descriptor_name":"Gallstones","qualifier_ui":"Q000628","qualifier_name":"therapy","is_major_topic":true}],"locations_count":2,"locations":[{"id":"doi:10.1016/j.ijmedinf.2026.106341","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.ijmedinf.2026.106341","pdf_url":null,"source":{"id":"https://openalex.org/S53142634","display_name":"International Journal of Medical Informatics","issn_l":"1386-5056","issn":["1386-5056","1872-8243"],"is_oa":false,"is_in_doaj":false,"is_core":true,"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":"International Journal of Medical Informatics","raw_type":"journal-article"},{"id":"pmid:41689953","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/41689953","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":"International journal of medical informatics","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Quality Education","score":0.7697144150733948,"id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W2605509833","https://openalex.org/W2762299493","https://openalex.org/W4323050332","https://openalex.org/W4387305434","https://openalex.org/W4391925370","https://openalex.org/W4398223047","https://openalex.org/W4402748869","https://openalex.org/W4402842255","https://openalex.org/W4403147574","https://openalex.org/W4408226143","https://openalex.org/W4409821566","https://openalex.org/W4411184968","https://openalex.org/W4412827815","https://openalex.org/W4413189585","https://openalex.org/W4416392613","https://openalex.org/W4416506148"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-05-05T08:41:31.759640","created_date":"2026-02-12T00:00:00"}
