{"id":"https://openalex.org/W7141166538","doi":"https://doi.org/10.1016/j.jacc.2026.02.1721","title":"26-A-11479-ACC THE IMPORTANCE OF CLINICAL CONTEXT IN EVALUATING ALGORITHMIC FAIRNESS: INSIGHTS FROM A MEDICATION ADHERENCE PREDICTION ALGORITHM","display_name":"26-A-11479-ACC THE IMPORTANCE OF CLINICAL CONTEXT IN EVALUATING ALGORITHMIC FAIRNESS: INSIGHTS FROM A MEDICATION ADHERENCE PREDICTION ALGORITHM","publication_year":2026,"publication_date":"2026-03-27","ids":{"openalex":"https://openalex.org/W7141166538","doi":"https://doi.org/10.1016/j.jacc.2026.02.1721"},"language":"en","primary_location":{"id":"doi:10.1016/j.jacc.2026.02.1721","doi":"https://doi.org/10.1016/j.jacc.2026.02.1721","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.jacc.2026.02.1721","pdf_url":null,"source":{"id":"https://openalex.org/S60865174","display_name":"Journal of the American College of Cardiology","issn_l":"0735-1097","issn":["0735-1097","1558-3597"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["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/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":"JACC","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"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/A5054236356","display_name":"Amrita Mukhopadhyay","orcid":"https://orcid.org/0000-0002-7768-459X","observed_orcids":["https://orcid.org/0000-0002-7768-459X"]},"institutions":[{"id":"https://openalex.org/I57206974","display_name":"New York University","ror":"https://ror.org/0190ak572","country_code":"US","type":"education","lineage":["https://openalex.org/I57206974"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Amrita Mukhopadhyay","raw_affiliation_strings":["NYU Grossman School of Medicine, New York, NY, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"NYU Grossman School of Medicine, New York, NY, USA","institution_ids":["https://openalex.org/I57206974"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002913700","display_name":"Yunan Zhao","orcid":"https://orcid.org/0000-0002-0665-5572","observed_orcids":["https://orcid.org/0000-0002-0665-5572"]},"institutions":[{"id":"https://openalex.org/I57206974","display_name":"New York University","ror":"https://ror.org/0190ak572","country_code":"US","type":"education","lineage":["https://openalex.org/I57206974"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yunan Zhao","raw_affiliation_strings":["NYU Grossman School of Medicine, New York, NY, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"NYU Grossman School of Medicine, New York, NY, USA","institution_ids":["https://openalex.org/I57206974"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005061793","display_name":"Rumi Chunara","orcid":"https://orcid.org/0000-0002-5346-7259","observed_orcids":["https://orcid.org/0000-0002-5346-7259"]},"institutions":[{"id":"https://openalex.org/I57206974","display_name":"New York University","ror":"https://ror.org/0190ak572","country_code":"US","type":"education","lineage":["https://openalex.org/I57206974"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Rumi Chunara","raw_affiliation_strings":["NYU Grossman School of Medicine, New York, NY, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"NYU Grossman School of Medicine, New York, NY, USA","institution_ids":["https://openalex.org/I57206974"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058865250","display_name":"Ian Matthew Kronish","orcid":"https://orcid.org/0000-0003-0945-2380","observed_orcids":["https://orcid.org/0000-0003-0945-2380"]},"institutions":[{"id":"https://openalex.org/I57206974","display_name":"New York University","ror":"https://ror.org/0190ak572","country_code":"US","type":"education","lineage":["https://openalex.org/I57206974"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ian Matthew Kronish","raw_affiliation_strings":["NYU Grossman School of Medicine, New York, NY, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"NYU Grossman School of Medicine, New York, NY, USA","institution_ids":["https://openalex.org/I57206974"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033395115","display_name":"Morgan Erika Grams","orcid":"https://orcid.org/0000-0002-4430-6023","observed_orcids":["https://orcid.org/0000-0002-4430-6023"]},"institutions":[{"id":"https://openalex.org/I57206974","display_name":"New York University","ror":"https://ror.org/0190ak572","country_code":"US","type":"education","lineage":["https://openalex.org/I57206974"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Morgan Grams","raw_affiliation_strings":["NYU Grossman School of Medicine, New York, NY, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"NYU Grossman School of Medicine, New York, NY, USA","institution_ids":["https://openalex.org/I57206974"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090785075","display_name":"Saul Blecker","orcid":"https://orcid.org/0000-0003-4460-1046","observed_orcids":["https://orcid.org/0000-0003-4460-1046"]},"institutions":[{"id":"https://openalex.org/I57206974","display_name":"New York University","ror":"https://ror.org/0190ak572","country_code":"US","type":"education","lineage":["https://openalex.org/I57206974"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Saul Blecker","raw_affiliation_strings":["NYU Grossman School of Medicine, New York, NY, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"NYU Grossman School of Medicine, New York, NY, USA","institution_ids":["https://openalex.org/I57206974"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5012621096","display_name":"Samrachana Adhikari","orcid":"https://orcid.org/0000-0001-9954-5999","observed_orcids":["https://orcid.org/0000-0001-9954-5999"]},"institutions":[{"id":"https://openalex.org/I57206974","display_name":"New York University","ror":"https://ror.org/0190ak572","country_code":"US","type":"education","lineage":["https://openalex.org/I57206974"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Samrachana Adhikari","raw_affiliation_strings":["NYU Grossman School of Medicine, New York, NY, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"NYU Grossman School of Medicine, New York, NY, USA","institution_ids":["https://openalex.org/I57206974"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I57206974"],"apc_list":{"value":7166,"currency":"USD","value_usd":7166},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"87","issue":"13","first_page":"A654","last_page":"A654"},"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":0.6699000000953674,"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"}},"topics":[{"id":"https://openalex.org/T10883","display_name":"Ethics and Social Impacts of AI","score":0.6699000000953674,"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"}},{"id":"https://openalex.org/T13702","display_name":"Machine Learning in Healthcare","score":0.11729999631643295,"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"}},{"id":"https://openalex.org/T11636","display_name":"Artificial Intelligence in Healthcare and Education","score":0.09000000357627869,"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/algorithmic-fairness","display_name":"algorithmic fairness","score":0.9940000176429749},{"id":"https://openalex.org/keywords/clinical-context","display_name":"clinical context","score":0.9860000014305115},{"id":"https://openalex.org/keywords/algorithmic-bias","display_name":"algorithmic bias","score":0.746999979019165},{"id":"https://openalex.org/keywords/health-equity","display_name":"health equity","score":0.4090000092983246},{"id":"https://openalex.org/keywords/clinical-decision-support","display_name":"clinical decision support","score":0.5440000295639038}],"concepts":[{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.8697999715805054},{"id":"https://openalex.org/C3018553135","wikidata":"https://www.wikidata.org/wiki/Q67004728","display_name":"Medication adherence","level":2,"score":0.7412999868392944},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.6879000067710876},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.41190001368522644},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.39800000190734863},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3732999861240387},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3456000089645386},{"id":"https://openalex.org/C2779473830","wikidata":"https://www.wikidata.org/wiki/Q1540899","display_name":"MEDLINE","level":2,"score":0.32030001282691956},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.24609999358654022},{"id":"https://openalex.org/C45804977","wikidata":"https://www.wikidata.org/wiki/Q7239673","display_name":"Predictive modelling","level":2,"score":0.24220000207424164}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/j.jacc.2026.02.1721","doi":"https://doi.org/10.1016/j.jacc.2026.02.1721","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.jacc.2026.02.1721","pdf_url":null,"source":{"id":"https://openalex.org/S60865174","display_name":"Journal of the American College of Cardiology","issn_l":"0735-1097","issn":["0735-1097","1558-3597"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["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/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":"JACC","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being","score":0.7042999863624573}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W7166016404","https://openalex.org/W4206063636","https://openalex.org/W6941356397","https://openalex.org/W6903716616","https://openalex.org/W7154194174","https://openalex.org/W6922674025","https://openalex.org/W7167602787","https://openalex.org/W2943569115","https://openalex.org/W4406104078","https://openalex.org/W6991808482"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-10-14T16:39:01.820549","created_date":"2026-03-28T00:00:00"}