{"id":"https://openalex.org/W3022967462","doi":"https://doi.org/10.1080/1369118x.2020.1751866","title":"Building truths in AI: Making predictive algorithms doable in healthcare","display_name":"Building truths in AI: Making predictive algorithms doable in healthcare","publication_year":2020,"publication_date":"2020-04-29","ids":{"openalex":"https://openalex.org/W3022967462","doi":"https://doi.org/10.1080/1369118x.2020.1751866","mag":"3022967462"},"language":"en","primary_location":{"id":"doi:10.1080/1369118x.2020.1751866","doi":"https://doi.org/10.1080/1369118x.2020.1751866","is_oa":false,"landing_page_url":"https://doi.org/10.1080/1369118x.2020.1751866","pdf_url":null,"source":{"id":"https://openalex.org/S70010600","display_name":"Information Communication & Society","issn_l":"1369-118X","issn":["1369-118X","1468-4462"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["abdc-a","anvur-class-a","anvur-scientific","cwts-core","erih-plus","fnege-3","jufo-2","norway-2","poland-140","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310319847","host_organization_name":"Routledge","host_organization_lineage":["https://openalex.org/P4310319847","https://openalex.org/P4310320547"],"host_organization_lineage_names":["Routledge","Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Information, Communication & Society","raw_type":"journal-article"},"volume":null,"type":"article","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/A5001024891","display_name":"Anne Henriksen","orcid":"https://orcid.org/0000-0003-3317-5424","observed_orcids":["https://orcid.org/0000-0003-3317-5424"]},"institutions":[{"id":"https://openalex.org/I204337017","display_name":"Aarhus University","ror":"https://ror.org/01aj84f44","country_code":"DK","type":"education","lineage":["https://openalex.org/I204337017"]}],"countries":["DK"],"is_corresponding":true,"raw_author_name":"Anne Henriksen","raw_affiliation_strings":["Media and Journalism Studies, Aarhus University, Aarhus, Denmark"],"raw_orcid":"https://orcid.org/0000-0003-3317-5424","affiliations":[{"raw_affiliation_string":"Media and Journalism Studies, Aarhus University, Aarhus, Denmark","institution_ids":["https://openalex.org/I204337017"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5051544343","display_name":"Anja Bechmann","orcid":"https://orcid.org/0000-0002-5588-5155","observed_orcids":["https://orcid.org/0000-0002-5588-5155"]},"institutions":[{"id":"https://openalex.org/I149213910","display_name":"University of Antwerp","ror":"https://ror.org/008x57b05","country_code":"BE","type":"education","lineage":["https://openalex.org/I149213910"]},{"id":"https://openalex.org/I204337017","display_name":"Aarhus University","ror":"https://ror.org/01aj84f44","country_code":"DK","type":"education","lineage":["https://openalex.org/I204337017"]}],"countries":["BE","DK"],"is_corresponding":false,"raw_author_name":"Anja Bechmann","raw_affiliation_strings":["Media and Journalism Studies, Aarhus University, Aarhus, Denmark","Political Science, University of Antwerp, Antwerp, Belgium"],"raw_orcid":"https://orcid.org/0000-0002-5588-5155","affiliations":[{"raw_affiliation_string":"Media and Journalism Studies, Aarhus University, Aarhus, Denmark","institution_ids":["https://openalex.org/I204337017"]},{"raw_affiliation_string":"Political Science, University of Antwerp, Antwerp, Belgium","institution_ids":["https://openalex.org/I149213910"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5001024891"],"corresponding_institution_ids":["https://openalex.org/I204337017"],"apc_list":null,"apc_paid":null,"fwci":7.8369,"has_fulltext":false,"cited_by_count":58,"citation_normalized_percentile":{"value":0.97419242,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":100},"biblio":{"volume":"23","issue":"6","first_page":"802","last_page":"816"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10883","display_name":"Ethics and Social Impacts of AI","score":0.8838000297546387,"subfield":{"id":"https://openalex.org/subfields/3311","display_name":"Safety Research"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10883","display_name":"Ethics and Social Impacts of AI","score":0.8838000297546387,"subfield":{"id":"https://openalex.org/subfields/3311","display_name":"Safety Research"},"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/T11024","display_name":"Information Systems Theories and Implementation","score":0.05130000039935112,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"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/T11636","display_name":"Artificial Intelligence in Healthcare and Education","score":0.03440000116825104,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/prediction-algorithms","display_name":"predictive algorithms","score":0.7870000004768372},{"id":"https://openalex.org/keywords/artificial-intelligence-in-healthcare","display_name":"artificial intelligence in healthcare","score":0.7039999961853027},{"id":"https://openalex.org/keywords/algorithmic-decision-making","display_name":"algorithmic decision-making","score":0.7149999737739563},{"id":"https://openalex.org/keywords/truth-and-knowledge","display_name":"truth and knowledge","score":0.3529999852180481}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5601929426193237},{"id":"https://openalex.org/C83209312","wikidata":"https://www.wikidata.org/wiki/Q1053367","display_name":"Predictive analytics","level":2,"score":0.5577890872955322},{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.47360658645629883},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4401383697986603},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3874816298484802},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.3521217107772827},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.12977612018585205},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1080/1369118x.2020.1751866","doi":"https://doi.org/10.1080/1369118x.2020.1751866","is_oa":false,"landing_page_url":"https://doi.org/10.1080/1369118x.2020.1751866","pdf_url":null,"source":{"id":"https://openalex.org/S70010600","display_name":"Information Communication & Society","issn_l":"1369-118X","issn":["1369-118X","1468-4462"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["abdc-a","anvur-class-a","anvur-scientific","cwts-core","erih-plus","fnege-3","jufo-2","norway-2","poland-140","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310319847","host_organization_name":"Routledge","host_organization_lineage":["https://openalex.org/P4310319847","https://openalex.org/P4310320547"],"host_organization_lineage_names":["Routledge","Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Information, Communication & Society","raw_type":"journal-article"},{"id":"pmh:oai:pure.atira.dk:publications/6976a8c2-f098-4fed-a278-a466e9644621","doi":null,"is_oa":false,"landing_page_url":"https://pure.au.dk/portal/en/publications/6976a8c2-f098-4fed-a278-a466e9644621","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Henriksen, A & Bechmann, A 2020, 'Building Truths in AI : Making predictive algorithms doable in healthcare', Information, Communication & Society, vol. 23, no. 6, pp. 802-816. https://doi.org/10.1080/1369118X.2020.1751866","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":56,"referenced_works":["https://openalex.org/W202799293","https://openalex.org/W353999546","https://openalex.org/W1483924885","https://openalex.org/W1492414030","https://openalex.org/W1500693574","https://openalex.org/W1527311855","https://openalex.org/W1744490497","https://openalex.org/W1783594902","https://openalex.org/W1996796871","https://openalex.org/W1996934409","https://openalex.org/W2006150336","https://openalex.org/W2006479099","https://openalex.org/W2012758517","https://openalex.org/W2042349004","https://openalex.org/W2047615172","https://openalex.org/W2055644478","https://openalex.org/W2068181924","https://openalex.org/W2068832303","https://openalex.org/W2081406068","https://openalex.org/W2095932468","https://openalex.org/W2109003770","https://openalex.org/W2122410182","https://openalex.org/W2162706696","https://openalex.org/W2334930053","https://openalex.org/W2336171935","https://openalex.org/W2342837257","https://openalex.org/W2531099434","https://openalex.org/W2552999984","https://openalex.org/W2624067040","https://openalex.org/W2737089608","https://openalex.org/W2753564313","https://openalex.org/W2759032578","https://openalex.org/W2767269108","https://openalex.org/W2897154134","https://openalex.org/W2897312458","https://openalex.org/W2904549823","https://openalex.org/W2908201961","https://openalex.org/W2914002162","https://openalex.org/W2921509793","https://openalex.org/W2953522645","https://openalex.org/W2959554125","https://openalex.org/W2965594527","https://openalex.org/W2976530716","https://openalex.org/W2999804519","https://openalex.org/W3007246772","https://openalex.org/W3013942395","https://openalex.org/W3125978365","https://openalex.org/W3157172840","https://openalex.org/W3162439866","https://openalex.org/W4229908728","https://openalex.org/W4244021162","https://openalex.org/W4249289665","https://openalex.org/W4252368274","https://openalex.org/W4252948732","https://openalex.org/W4254161214","https://openalex.org/W6949795208"],"related_works":["https://openalex.org/W4412418276","https://openalex.org/W7164918617","https://openalex.org/W4393153007","https://openalex.org/W3202010935","https://openalex.org/W4308527160","https://openalex.org/W4415671231","https://openalex.org/W2964568495","https://openalex.org/W4400987203","https://openalex.org/W7166590363","https://openalex.org/W7105917587"],"abstract_inverted_index":{"Increasingly,":[0],"artificial":[1],"intelligent":[2],"(AI)":[3],"algorithms":[4,50,164,243,250],"are":[5,51,171,251],"being":[6,128],"applied":[7,82,155],"to":[8,41,56,137,176,189,242,248],"automatically":[9],"assist":[10],"or":[11],"automate":[12],"decisions.":[13],"Such":[14],"statistical":[15],"models":[16],"have":[17,39],"been":[18],"criticized":[19],"in":[20,48,65,81,100,111,154,172,195],"the":[21,46,95,143,184],"existing":[22,144],"literature":[23],"especially":[24],"for":[25,30,84,161,227],"producing":[26],"cultural":[27],"biases":[28],"and":[29,86,146,168,191,209,222],"challenging":[31],"our":[32],"notions":[33],"of":[34,45,98,131,141,205,218,230],"knowledge.":[35],"However,":[36],"few":[37],"studies":[38],"contributed":[40],"an":[42,62,202],"essential":[43],"understanding":[44],"way":[47,197,217],"which":[49,249],"designed":[52],"with":[53],"particular":[54],"truths":[55],"enable":[57],"systematic":[58],"decision-making.":[59],"Drawing":[60],"on":[61,94],"ethnographic":[63],"study":[64,103,194],"a":[66,129,133,139,158,165,173,215,237,246],"Scandinavian":[67],"AI":[68,83,156,180,207,232],"company,":[69],"this":[70,196],"article":[71],"analyzes":[72],"how":[73,89,199,231],"truth":[74,125,136,145,153,186,212,233],"is":[75,123,157,201,214,240],"built":[76],"through":[77],"layered":[78],"interpretative":[79],"practices":[80,91,106,213,234],"healthcare,":[85],"critically":[87],"assesses":[88],"such":[90,220],"shed":[92],"light":[93],"pragmatic":[96],"notion":[97],"truth(s)":[99],"AI.":[101],"The":[102,120,193],"identifies":[104],"five":[105],"that":[107,124,152,169,210,239],"all":[108],"show":[109],"difficulty":[110],"modeling":[112],"fuzzy":[113],"patient":[114],"conditions":[115],"into":[116],"one":[117],"firm":[118],"truth.":[119],"key":[121,159],"contribution":[122],"goes":[126],"from":[127],"process":[130,140],"discovering":[132],"more":[134],"\u2018right\u2019":[135],"become":[138],"reinventing":[142],"healthcare":[147],"practice.":[148],"These":[149],"findings":[150],"suggest":[151],"devise":[160],"making":[162,206],"predictive":[163],"viable":[166],"business,":[167],"developers":[170],"favorable":[174],"position":[175],"make":[177],"not":[178],"only":[179],"doable":[181],"but":[182],"also":[183],"very":[185],"they":[187],"intend":[188],"find":[190],"model.":[192],"shows":[198],"change":[200],"inherent":[203],"part":[204],"systems,":[208],"centralizing":[211],"fruitful":[216],"analyzing":[219],"changes":[221],"developers\u2019":[223],"agency.":[224],"We":[225],"argue":[226],"analytical":[228],"awareness":[229],"may":[235],"prompt":[236],"world":[238,247],"fit":[241],"rather":[244],"than":[245],"fit.":[252]},"counts_by_year":[{"year":2026,"cited_by_count":7},{"year":2025,"cited_by_count":15},{"year":2024,"cited_by_count":13},{"year":2023,"cited_by_count":11},{"year":2022,"cited_by_count":7},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":1}],"updated_date":"2026-10-14T16:39:01.820549","created_date":"2020-05-13T00:00:00"}