{"id":"https://openalex.org/W4308194052","doi":"https://doi.org/10.1038/s41746-022-00716-4","title":"Representational ethical model calibration","display_name":"Representational ethical model calibration","publication_year":2022,"publication_date":"2022-11-04","ids":{"openalex":"https://openalex.org/W4308194052","doi":"https://doi.org/10.1038/s41746-022-00716-4","pmid":"https://pubmed.ncbi.nlm.nih.gov/36333390"},"language":"en","primary_location":{"id":"doi:10.1038/s41746-022-00716-4","is_oa":true,"landing_page_url":"https://doi.org/10.1038/s41746-022-00716-4","pdf_url":"https://www.nature.com/articles/s41746-022-00716-4.pdf","source":{"id":"https://openalex.org/S4210195431","display_name":"npj Digital Medicine","issn_l":"2398-6352","issn":["2398-6352"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319908","host_organization_name":"Nature Portfolio","host_organization_lineage":["https://openalex.org/P4310319908","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Nature Portfolio","Springer Nature"],"type":"journal"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"npj Digital Medicine","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.nature.com/articles/s41746-022-00716-4.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5010022522","display_name":"Robert Carruthers","orcid":"https://orcid.org/0000-0001-7085-1001"},"institutions":[{"id":"https://openalex.org/I45129253","display_name":"University College London","ror":"https://ror.org/02jx3x895","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I45129253"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Robert Carruthers","raw_affiliation_strings":["Department of Computer Science, University College London, London, UK. robert.carruthers.20@ucl.ac.uk","Department of Computer Science, University College London, London, UK"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University College London, London, UK. robert.carruthers.20@ucl.ac.uk","institution_ids":[]},{"raw_affiliation_string":"Department of Computer Science, University College London, London, UK","institution_ids":["https://openalex.org/I45129253"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044603466","display_name":"Isabel Straw","orcid":"https://orcid.org/0000-0003-0003-3550"},"institutions":[{"id":"https://openalex.org/I4210151618","display_name":"National Hospital for Neurology and Neurosurgery","ror":"https://ror.org/048b34d51","country_code":"GB","type":"healthcare","lineage":["https://openalex.org/I1340918713","https://openalex.org/I4210151618"]},{"id":"https://openalex.org/I45129253","display_name":"University College London","ror":"https://ror.org/02jx3x895","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I45129253"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Isabel Straw","raw_affiliation_strings":["UCL Queen Square Institute of Neurology, University College London, London, UK"],"affiliations":[{"raw_affiliation_string":"UCL Queen Square Institute of Neurology, University College London, London, UK","institution_ids":["https://openalex.org/I45129253","https://openalex.org/I4210151618"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058747191","display_name":"James K. Ruffle","orcid":"https://orcid.org/0000-0001-6248-7203"},"institutions":[{"id":"https://openalex.org/I45129253","display_name":"University College London","ror":"https://ror.org/02jx3x895","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I45129253"]},{"id":"https://openalex.org/I4210151618","display_name":"National Hospital for Neurology and Neurosurgery","ror":"https://ror.org/048b34d51","country_code":"GB","type":"healthcare","lineage":["https://openalex.org/I1340918713","https://openalex.org/I4210151618"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"James K. Ruffle","raw_affiliation_strings":["UCL Queen Square Institute of Neurology, University College London, London, UK"],"affiliations":[{"raw_affiliation_string":"UCL Queen Square Institute of Neurology, University College London, London, UK","institution_ids":["https://openalex.org/I45129253","https://openalex.org/I4210151618"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083302439","display_name":"Daniel M. Herron","orcid":"https://orcid.org/0000-0002-8396-0917"},"institutions":[{"id":"https://openalex.org/I4210138523","display_name":"UCL Biomedical Research Centre","ror":"https://ror.org/03r9qc142","country_code":"GB","type":"funder","lineage":["https://openalex.org/I124357947","https://openalex.org/I1340918713","https://openalex.org/I34931013","https://openalex.org/I4210138523","https://openalex.org/I45129253"]},{"id":"https://openalex.org/I45129253","display_name":"University College London","ror":"https://ror.org/02jx3x895","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I45129253"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Daniel Herron","raw_affiliation_strings":["Research and Development, NIHR University College London Hospitals Biomedical Research Centre, London, UK"],"affiliations":[{"raw_affiliation_string":"Research and Development, NIHR University College London Hospitals Biomedical Research Centre, London, UK","institution_ids":["https://openalex.org/I4210138523","https://openalex.org/I45129253"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083424747","display_name":"Amy Nelson","orcid":"https://orcid.org/0000-0002-3627-0155"},"institutions":[{"id":"https://openalex.org/I4210151618","display_name":"National Hospital for Neurology and Neurosurgery","ror":"https://ror.org/048b34d51","country_code":"GB","type":"healthcare","lineage":["https://openalex.org/I1340918713","https://openalex.org/I4210151618"]},{"id":"https://openalex.org/I45129253","display_name":"University College London","ror":"https://ror.org/02jx3x895","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I45129253"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Amy Nelson","raw_affiliation_strings":["UCL Queen Square Institute of Neurology, University College London, London, UK"],"affiliations":[{"raw_affiliation_string":"UCL Queen Square Institute of Neurology, University College London, London, UK","institution_ids":["https://openalex.org/I45129253","https://openalex.org/I4210151618"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051587217","display_name":"Danilo Bzdok","orcid":"https://orcid.org/0000-0003-3466-6620"},"institutions":[{"id":"https://openalex.org/I5023651","display_name":"McGill University","ror":"https://ror.org/01pxwe438","country_code":"CA","type":"education","lineage":["https://openalex.org/I5023651"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Danilo Bzdok","raw_affiliation_strings":["Department of Biomedical Engineering, Faculty of Medicine, McGill University, Montreal, Canada"],"affiliations":[{"raw_affiliation_string":"Department of Biomedical Engineering, Faculty of Medicine, McGill University, Montreal, Canada","institution_ids":["https://openalex.org/I5023651"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028040869","display_name":"Delmiro Fern\u00e1ndez-Reyes","orcid":"https://orcid.org/0000-0001-5070-9198"},"institutions":[{"id":"https://openalex.org/I45129253","display_name":"University College London","ror":"https://ror.org/02jx3x895","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I45129253"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Delmiro Fernandez-Reyes","raw_affiliation_strings":["Department of Computer Science, University College London, London, UK"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University College London, London, UK","institution_ids":["https://openalex.org/I45129253"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074881456","display_name":"Geraint Rees","orcid":"https://orcid.org/0000-0002-9623-7007"},"institutions":[{"id":"https://openalex.org/I4210151618","display_name":"National Hospital for Neurology and Neurosurgery","ror":"https://ror.org/048b34d51","country_code":"GB","type":"healthcare","lineage":["https://openalex.org/I1340918713","https://openalex.org/I4210151618"]},{"id":"https://openalex.org/I45129253","display_name":"University College London","ror":"https://ror.org/02jx3x895","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I45129253"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Geraint Rees","raw_affiliation_strings":["UCL Queen Square Institute of Neurology, University College London, London, UK"],"affiliations":[{"raw_affiliation_string":"UCL Queen Square Institute of Neurology, University College London, London, UK","institution_ids":["https://openalex.org/I45129253","https://openalex.org/I4210151618"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5020597757","display_name":"Parashkev Nachev","orcid":"https://orcid.org/0000-0002-2718-4423"},"institutions":[{"id":"https://openalex.org/I45129253","display_name":"University College London","ror":"https://ror.org/02jx3x895","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I45129253"]},{"id":"https://openalex.org/I4210151618","display_name":"National Hospital for Neurology and Neurosurgery","ror":"https://ror.org/048b34d51","country_code":"GB","type":"healthcare","lineage":["https://openalex.org/I1340918713","https://openalex.org/I4210151618"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Parashkev Nachev","raw_affiliation_strings":["UCL Queen Square Institute of Neurology, University College London, London, UK. p.nachev@ucl.ac.uk","UCL Queen Square Institute of Neurology, University College London, London, UK"],"affiliations":[{"raw_affiliation_string":"UCL Queen Square Institute of Neurology, University College London, London, UK. p.nachev@ucl.ac.uk","institution_ids":[]},{"raw_affiliation_string":"UCL Queen Square Institute of Neurology, University College London, London, UK","institution_ids":["https://openalex.org/I45129253","https://openalex.org/I4210151618"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":9,"corresponding_author_ids":["https://openalex.org/A5010022522"],"corresponding_institution_ids":["https://openalex.org/I45129253"],"apc_list":{"value":3060,"currency":"USD","value_usd":3060},"apc_paid":{"value":3060,"currency":"USD","value_usd":3060},"fwci":1.9961,"has_fulltext":true,"cited_by_count":10,"citation_normalized_percentile":{"value":0.86198691,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"5","issue":"1","first_page":"170","last_page":"170"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10582","display_name":"Ethics in Clinical Research","score":0.9951000213623047,"subfield":{"id":"https://openalex.org/subfields/2739","display_name":"Public Health, Environmental and Occupational Health"},"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/T10582","display_name":"Ethics in Clinical Research","score":0.9951000213623047,"subfield":{"id":"https://openalex.org/subfields/2739","display_name":"Public Health, Environmental and Occupational Health"},"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/T11636","display_name":"Artificial Intelligence in Healthcare and Education","score":0.9933000206947327,"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/T12026","display_name":"Explainable Artificial Intelligence (XAI)","score":0.9818000197410583,"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/biobank","display_name":"Biobank","score":0.7355123162269592},{"id":"https://openalex.org/keywords/fidelity","display_name":"Fidelity","score":0.5112476348876953},{"id":"https://openalex.org/keywords/equity","display_name":"Equity (law)","score":0.5029141306877136},{"id":"https://openalex.org/keywords/management-science","display_name":"Management science","score":0.45301300287246704},{"id":"https://openalex.org/keywords/health-care","display_name":"Health care","score":0.43047910928726196},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.4293712079524994},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.4223775863647461},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.37515681982040405},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3718583285808563},{"id":"https://openalex.org/keywords/engineering-ethics","display_name":"Engineering ethics","score":0.36587077379226685},{"id":"https://openalex.org/keywords/epistemology","display_name":"Epistemology","score":0.36410582065582275},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.35432398319244385},{"id":"https://openalex.org/keywords/sociology","display_name":"Sociology","score":0.2663227915763855},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.18121963739395142},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1415485143661499}],"concepts":[{"id":"https://openalex.org/C116567970","wikidata":"https://www.wikidata.org/wiki/Q864217","display_name":"Biobank","level":2,"score":0.7355123162269592},{"id":"https://openalex.org/C2776459999","wikidata":"https://www.wikidata.org/wiki/Q2119376","display_name":"Fidelity","level":2,"score":0.5112476348876953},{"id":"https://openalex.org/C199728807","wikidata":"https://www.wikidata.org/wiki/Q2578557","display_name":"Equity (law)","level":2,"score":0.5029141306877136},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.45301300287246704},{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.43047910928726196},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.4293712079524994},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.4223775863647461},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.37515681982040405},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3718583285808563},{"id":"https://openalex.org/C55587333","wikidata":"https://www.wikidata.org/wiki/Q1133029","display_name":"Engineering ethics","level":1,"score":0.36587077379226685},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.36410582065582275},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.35432398319244385},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.2663227915763855},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.18121963739395142},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1415485143661499},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","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/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.1038/s41746-022-00716-4","is_oa":true,"landing_page_url":"https://doi.org/10.1038/s41746-022-00716-4","pdf_url":"https://www.nature.com/articles/s41746-022-00716-4.pdf","source":{"id":"https://openalex.org/S4210195431","display_name":"npj Digital Medicine","issn_l":"2398-6352","issn":["2398-6352"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319908","host_organization_name":"Nature Portfolio","host_organization_lineage":["https://openalex.org/P4310319908","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Nature Portfolio","Springer Nature"],"type":"journal"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"npj Digital Medicine","raw_type":"journal-article"},{"id":"pmid:36333390","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/36333390","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":"NPJ digital medicine","raw_type":null},{"id":"pmh:oai:qmro.qmul.ac.uk:123456789/83421","is_oa":true,"landing_page_url":"https://qmro.qmul.ac.uk/xmlui/handle/123456789/83421","pdf_url":"https://qmro.qmul.ac.uk/xmlui/bitstream/123456789/83421/2/Ruffle%20Representational%20ethical%20model%20calibration%202022%20Published.pdf","source":{"id":"https://openalex.org/S4306400530","display_name":"Queen Mary Research Online (Queen Mary University of London)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I166337079","host_organization_name":"Queen Mary University of London","host_organization_lineage":["https://openalex.org/I166337079"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Article"},{"id":"pmh:oai:doaj.org/article:2a1ab4910e234d66bf4ba2e57380b10a","is_oa":true,"landing_page_url":"https://doaj.org/article/2a1ab4910e234d66bf4ba2e57380b10a","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"npj Digital Medicine, Vol 5, Iss 1, Pp 1-9 (2022)","raw_type":"article"},{"id":"pmh:oai:pubmedcentral.nih.gov:9636204","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/9636204","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"NPJ Digit Med","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1038/s41746-022-00716-4","is_oa":true,"landing_page_url":"https://doi.org/10.1038/s41746-022-00716-4","pdf_url":"https://www.nature.com/articles/s41746-022-00716-4.pdf","source":{"id":"https://openalex.org/S4210195431","display_name":"npj Digital Medicine","issn_l":"2398-6352","issn":["2398-6352"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319908","host_organization_name":"Nature Portfolio","host_organization_lineage":["https://openalex.org/P4310319908","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Nature Portfolio","Springer Nature"],"type":"journal"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"npj Digital Medicine","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","score":0.7900000214576721,"id":"https://metadata.un.org/sdg/16"}],"awards":[{"id":"https://openalex.org/G2394363913","display_name":null,"funder_award_id":"MR/X00046X/1","funder_id":"https://openalex.org/F4320334626","funder_display_name":"Medical Research Council"},{"id":"https://openalex.org/G5850737185","display_name":null,"funder_award_id":"MC_PC_17228","funder_id":"https://openalex.org/F4320334626","funder_display_name":"Medical Research Council"}],"funders":[{"id":"https://openalex.org/F4320307874","display_name":"Wellcome","ror":"https://ror.org/029chgv08"},{"id":"https://openalex.org/F4320319990","display_name":"National Institute for Health and Care Research","ror":"https://ror.org/0187kwz08"},{"id":"https://openalex.org/F4320325311","display_name":"University College London Hospitals NHS Foundation Trust","ror":"https://ror.org/042fqyp44"},{"id":"https://openalex.org/F4320334626","display_name":"Medical Research Council","ror":"https://ror.org/03x94j517"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4308194052.pdf","grobid_xml":"https://content.openalex.org/works/W4308194052.grobid-xml"},"referenced_works_count":44,"referenced_works":["https://openalex.org/W1877038911","https://openalex.org/W1995945562","https://openalex.org/W2014018052","https://openalex.org/W2031342017","https://openalex.org/W2039191464","https://openalex.org/W2082704080","https://openalex.org/W2088212219","https://openalex.org/W2098266369","https://openalex.org/W2098824882","https://openalex.org/W2110065044","https://openalex.org/W2150514798","https://openalex.org/W2162990730","https://openalex.org/W2163922914","https://openalex.org/W2404901863","https://openalex.org/W2487770199","https://openalex.org/W2563852449","https://openalex.org/W2599025709","https://openalex.org/W2607719644","https://openalex.org/W2775173797","https://openalex.org/W2789970635","https://openalex.org/W2805089815","https://openalex.org/W2886281300","https://openalex.org/W2895598278","https://openalex.org/W2899768131","https://openalex.org/W2910707576","https://openalex.org/W2949071206","https://openalex.org/W2949678053","https://openalex.org/W2974817986","https://openalex.org/W2980495121","https://openalex.org/W3023069697","https://openalex.org/W3027747864","https://openalex.org/W3030081171","https://openalex.org/W3042895962","https://openalex.org/W3088943327","https://openalex.org/W3092849554","https://openalex.org/W3105398416","https://openalex.org/W3133622253","https://openalex.org/W3177493930","https://openalex.org/W3216748352","https://openalex.org/W4223627071","https://openalex.org/W4233628633","https://openalex.org/W4239139589","https://openalex.org/W4298851727","https://openalex.org/W6602174710"],"related_works":["https://openalex.org/W4285087457","https://openalex.org/W3113746618","https://openalex.org/W4226051228","https://openalex.org/W3017691140","https://openalex.org/W4384208482","https://openalex.org/W4244742767","https://openalex.org/W2470939431","https://openalex.org/W2024651825","https://openalex.org/W4401623684","https://openalex.org/W2163421903"],"abstract_inverted_index":{"Equity":[0],"is":[1],"widely":[2],"held":[3],"to":[4,7,41,97,128,150],"be":[5],"fundamental":[6],"the":[8,13,21,25,33,45,57,99,103,116,119,133,161],"ethics":[9],"of":[10,15,24,35,48,59,86,94,102,118,132],"healthcare.":[11],"In":[12],"context":[14,58],"clinical":[16],"decision-making,":[17],"it":[18],"rests":[19],"on":[20,121],"comparative":[22],"fidelity":[23,88],"intelligence":[26],"-":[27,31],"evidence-based":[28],"or":[29,65],"intuitive":[30],"guiding":[32],"management":[34],"each":[36],"individual":[37],"patient.":[38],"Though":[39],"brought":[40],"recent":[42],"attention":[43],"by":[44],"individuating":[46],"power":[47],"contemporary":[49],"machine":[50],"learning,":[51],"such":[52],"epistemic":[53,82,154],"equity":[54,83,155],"arises":[55],"in":[56,84,156],"any":[60],"decision":[61],"guidance,":[62],"whether":[63],"traditional":[64],"innovative.":[66],"Yet":[67],"no":[68],"general":[69],"framework":[70,108,120],"for":[71,109],"its":[72],"quantification,":[73],"let":[74],"alone":[75],"assurance,":[76],"currently":[77],"exists.":[78],"Here":[79],"we":[80],"formulate":[81],"terms":[85],"model":[87,136],"evaluated":[89],"over":[90],"learnt":[91],"multidimensional":[92],"representations":[93,131],"identity":[95],"crafted":[96],"maximise":[98],"captured":[100],"diversity":[101],"population,":[104,134],"introducing":[105],"a":[106,147],"comprehensive":[107],"Representational":[110],"Ethical":[111],"Model":[112],"Calibration.":[113],"We":[114,142],"demonstrate":[115],"use":[117],"large-scale":[122],"multimodal":[123],"data":[124],"from":[125],"UK":[126],"Biobank":[127],"derive":[129],"diverse":[130],"quantify":[135],"performance,":[137],"and":[138,152,164],"institute":[139],"responsive":[140],"remediation.":[141],"offer":[143],"our":[144],"approach":[145],"as":[146],"principled":[148],"solution":[149],"quantifying":[151],"assuring":[153],"healthcare,":[157],"with":[158],"applications":[159],"across":[160],"research,":[162],"clinical,":[163],"regulatory":[165],"domains.":[166]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":1}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}
