{"id":"https://openalex.org/W4224209498","doi":"https://doi.org/10.1007/s10676-022-09629-y","title":"Epistemo-ethical constraints on AI-human decision making for diagnostic purposes","display_name":"Epistemo-ethical constraints on AI-human decision making for diagnostic purposes","publication_year":2022,"publication_date":"2022-04-19","ids":{"openalex":"https://openalex.org/W4224209498","doi":"https://doi.org/10.1007/s10676-022-09629-y"},"language":"en","primary_location":{"id":"doi:10.1007/s10676-022-09629-y","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10676-022-09629-y","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10676-022-09629-y.pdf","source":{"id":"https://openalex.org/S13096939","display_name":"Ethics and Information Technology","issn_l":"1388-1957","issn":["1388-1957","1572-8439"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Ethics and Information Technology","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007/s10676-022-09629-y.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5074073296","display_name":"Dina Babushkina","orcid":"https://orcid.org/0000-0003-4899-8319"},"institutions":[{"id":"https://openalex.org/I94624287","display_name":"University of Twente","ror":"https://ror.org/006hf6230","country_code":"NL","type":"education","lineage":["https://openalex.org/I94624287"]}],"countries":["NL"],"is_corresponding":true,"raw_author_name":"Dina Babushkina","raw_affiliation_strings":["Section of Philosophy, Faculty of Behavioral, Management and Social Sciences, University of Twente, Enschede, The Netherlands"],"raw_orcid":"https://orcid.org/0000-0003-4899-8319","affiliations":[{"raw_affiliation_string":"Section of Philosophy, Faculty of Behavioral, Management and Social Sciences, University of Twente, Enschede, The Netherlands","institution_ids":["https://openalex.org/I94624287"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5078867500","display_name":"Athanasios Votsis","orcid":"https://orcid.org/0000-0001-5878-7684"},"institutions":[{"id":"https://openalex.org/I94624287","display_name":"University of Twente","ror":"https://ror.org/006hf6230","country_code":"NL","type":"education","lineage":["https://openalex.org/I94624287"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Athanasios Votsis","raw_affiliation_strings":["Section of Governance and Technology for Sustainability, Faculty of Behavioral, Management and Social Sciences, University of Twente, Enschede, The Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Section of Governance and Technology for Sustainability, Faculty of Behavioral, Management and Social Sciences, University of Twente, Enschede, The Netherlands","institution_ids":["https://openalex.org/I94624287"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5074073296"],"corresponding_institution_ids":["https://openalex.org/I94624287"],"apc_list":{"value":2290,"currency":"EUR","value_usd":2890},"apc_paid":{"value":2290,"currency":"EUR","value_usd":2890},"fwci":0.7514,"has_fulltext":true,"cited_by_count":13,"citation_normalized_percentile":{"value":0.76093023,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"24","issue":"2","first_page":null,"last_page":null},"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/T12574","display_name":"Clinical Reasoning and Diagnostic Skills","score":0.9954000115394592,"subfield":{"id":"https://openalex.org/subfields/2714","display_name":"Family Practice"},"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/T12026","display_name":"Explainable Artificial Intelligence (XAI)","score":0.993399977684021,"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/harm","display_name":"Harm","score":0.6148166656494141},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.569258987903595},{"id":"https://openalex.org/keywords/epistemology","display_name":"Epistemology","score":0.5231375098228455},{"id":"https://openalex.org/keywords/confusion","display_name":"Confusion","score":0.5218091011047363},{"id":"https://openalex.org/keywords/order","display_name":"Order (exchange)","score":0.5036529898643494},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.47160109877586365},{"id":"https://openalex.org/keywords/health-care","display_name":"Health care","score":0.443070650100708},{"id":"https://openalex.org/keywords/management-science","display_name":"Management science","score":0.41760197281837463},{"id":"https://openalex.org/keywords/engineering-ethics","display_name":"Engineering ethics","score":0.4016309678554535},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.38010889291763306},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3798745274543762},{"id":"https://openalex.org/keywords/risk-analysis","display_name":"Risk analysis (engineering)","score":0.3704644739627838},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.34656161069869995},{"id":"https://openalex.org/keywords/social-psychology","display_name":"Social psychology","score":0.19607573747634888},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.1778145134449005},{"id":"https://openalex.org/keywords/philosophy","display_name":"Philosophy","score":0.1358252465724945},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.12034711241722107},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.11631768941879272},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.11351943016052246}],"concepts":[{"id":"https://openalex.org/C2777363581","wikidata":"https://www.wikidata.org/wiki/Q15098235","display_name":"Harm","level":2,"score":0.6148166656494141},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.569258987903595},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.5231375098228455},{"id":"https://openalex.org/C2781140086","wikidata":"https://www.wikidata.org/wiki/Q557945","display_name":"Confusion","level":2,"score":0.5218091011047363},{"id":"https://openalex.org/C182306322","wikidata":"https://www.wikidata.org/wiki/Q1779371","display_name":"Order (exchange)","level":2,"score":0.5036529898643494},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.47160109877586365},{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.443070650100708},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.41760197281837463},{"id":"https://openalex.org/C55587333","wikidata":"https://www.wikidata.org/wiki/Q1133029","display_name":"Engineering ethics","level":1,"score":0.4016309678554535},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.38010889291763306},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3798745274543762},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.3704644739627838},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.34656161069869995},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.19607573747634888},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.1778145134449005},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.1358252465724945},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.12034711241722107},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.11631768941879272},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.11351943016052246},{"id":"https://openalex.org/C11171543","wikidata":"https://www.wikidata.org/wiki/Q41630","display_name":"Psychoanalysis","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1007/s10676-022-09629-y","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10676-022-09629-y","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10676-022-09629-y.pdf","source":{"id":"https://openalex.org/S13096939","display_name":"Ethics and Information Technology","issn_l":"1388-1957","issn":["1388-1957","1572-8439"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Ethics and Information Technology","raw_type":"journal-article"},{"id":"pmh:oai:ris.utwente.nl:openaire_cris_publications/52195a0a-9601-4422-88ad-ae4fbdb1fadd","is_oa":true,"landing_page_url":"https://research.utwente.nl/en/publications/52195a0a-9601-4422-88ad-ae4fbdb1fadd","pdf_url":"https://ris.utwente.nl/ws/files/278697888/5197b3d6_c4a9_49ad_a998_388175e46707.pdf","source":{"id":"https://openalex.org/S4406922991","display_name":"University of Twente Research Information","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Babushkina, D & Votsis, A 2022, 'Epistemo-ethical constraints on AI-human decision making for diagnostic purposes', Ethics and information technology, vol. 24, 22. https://doi.org/10.1007/s10676-022-09629-y","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:oai:ris.utwente.nl:publications/52195a0a-9601-4422-88ad-ae4fbdb1fadd","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":""}],"best_oa_location":{"id":"doi:10.1007/s10676-022-09629-y","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10676-022-09629-y","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10676-022-09629-y.pdf","source":{"id":"https://openalex.org/S13096939","display_name":"Ethics and Information Technology","issn_l":"1388-1957","issn":["1388-1957","1572-8439"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Ethics and Information Technology","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","score":0.7799999713897705,"display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4224209498.pdf","grobid_xml":"https://content.openalex.org/works/W4224209498.grobid-xml"},"referenced_works_count":36,"referenced_works":["https://openalex.org/W116264444","https://openalex.org/W2019950953","https://openalex.org/W2251410821","https://openalex.org/W2557738935","https://openalex.org/W2752747624","https://openalex.org/W2893458693","https://openalex.org/W2937659061","https://openalex.org/W2938329821","https://openalex.org/W2955653438","https://openalex.org/W2963466845","https://openalex.org/W2963716858","https://openalex.org/W2965860133","https://openalex.org/W2980030301","https://openalex.org/W2991542819","https://openalex.org/W2993404698","https://openalex.org/W2998697825","https://openalex.org/W3004802064","https://openalex.org/W3034614422","https://openalex.org/W3038004684","https://openalex.org/W3042276730","https://openalex.org/W3082837871","https://openalex.org/W3086667591","https://openalex.org/W3090495773","https://openalex.org/W3096890087","https://openalex.org/W3123730699","https://openalex.org/W3126897851","https://openalex.org/W3131411810","https://openalex.org/W3137436427","https://openalex.org/W3155025797","https://openalex.org/W3157722643","https://openalex.org/W3169784426","https://openalex.org/W4211007335","https://openalex.org/W4245152641","https://openalex.org/W6605182797","https://openalex.org/W6748002556","https://openalex.org/W7058114706"],"related_works":["https://openalex.org/W4285488523","https://openalex.org/W2407837381","https://openalex.org/W2011367623","https://openalex.org/W2049289069","https://openalex.org/W2734065904","https://openalex.org/W2067843453","https://openalex.org/W4239320552","https://openalex.org/W2392692716","https://openalex.org/W2004845836","https://openalex.org/W2743639087"],"abstract_inverted_index":{"Abstract":[0],"This":[1,101],"paper":[2],"approaches":[3],"the":[4,33,36,39,65,70,87,117,126,165,171],"interaction":[5],"of":[6,35,38,48,75,167,187],"a":[7,18,56,92,113,121,132],"health":[8,184],"professional":[9],"with":[10],"an":[11],"AI":[12,54,85,127,136,168],"system":[13],"for":[14,32,135,174],"diagnostic":[15,175],"purposes":[16,176],"as":[17,55,112,120],"hybrid":[19],"decision":[20,57,88,172],"making":[21,89,173],"process":[22],"and":[23,49,64,73,155,159,185],"conceptualizes":[24],"epistemo-ethical":[25],"constraints":[26],"on":[27,183],"this":[28],"process.":[29],"We":[30,129],"argue":[31],"importance":[34],"understanding":[37],"underlying":[40],"machine":[41,141],"epistemology":[42,149],"in":[43,91,123,147,150,157],"order":[44,151],"to":[45,83,104,109,115,152,164],"raise":[46,116],"awareness":[47],"facilitate":[50],"realistic":[51],"expectations":[52],"from":[53,144],"support":[58],"system,":[59],"both":[60],"among":[61],"healthcare":[62],"professionals":[63],"potential":[66,106],"benefiters":[67],"(patients).":[68],"Understanding":[69],"epistemic":[71,142],"abilities":[72],"limitations":[74],"such":[76],"systems":[77,169],"is":[78,177],"essential":[79],"if":[80],"we":[81],"are":[82],"integrate":[84],"into":[86,96,170],"processes":[90,143,146],"way":[93],"that":[94],"takes":[95],"account":[97],"its":[98,180],"applicability":[99],"boundaries.":[100],"will":[102],"help":[103],"mitigate":[105],"harm":[107],"due":[108],"misjudgments":[110],"and,":[111],"result,":[114],"trust\u2014understood":[118],"here":[119],"belief":[122],"reliability":[124],"of\u2014in":[125],"system.":[128],"aim":[130],"at":[131],"minimal":[133],"requirement":[134],"meta-explanation":[137],"which":[138],"should":[139],"distinguish":[140],"similar":[145],"human":[148],"avoid":[153],"confusion":[154],"error":[156],"judgment":[158],"application.":[160],"An":[161],"informed":[162],"approach":[163],"integration":[166],"crucial":[178],"given":[179],"high":[181],"impact":[182],"well-being":[186],"patients.":[188]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":6}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
