{"id":"https://openalex.org/W3210506295","doi":"https://doi.org/10.1016/j.media.2021.102274","title":"Does your dermatology classifier know what it doesn\u2019t know? Detecting the long-tail of unseen conditions","display_name":"Does your dermatology classifier know what it doesn\u2019t know? Detecting the long-tail of unseen conditions","publication_year":2021,"publication_date":"2021-10-22","ids":{"openalex":"https://openalex.org/W3210506295","doi":"https://doi.org/10.1016/j.media.2021.102274","mag":"3210506295","pmid":"https://pubmed.ncbi.nlm.nih.gov/34731777"},"language":"en","primary_location":{"is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.media.2021.102274","pdf_url":null,"source":{"id":"https://openalex.org/S116571295","display_name":"Medical Image Analysis","issn_l":"1361-8415","issn":["1361-8415","1361-8423","1361-8431"],"is_oa":false,"is_in_doaj":false,"is_indexed_in_scopus":true,"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":null,"is_accepted":false,"is_published":false},"type":"article","type_crossref":"journal-article","indexed_in":["arxiv","crossref","datacite","pubmed"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2104.03829","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101502724","display_name":"Abhijit Guha Roy","orcid":"https://orcid.org/0000-0001-7221-468X"},"institutions":[{"id":"https://openalex.org/I1291425158","display_name":"Google (United States)","ror":"https://ror.org/00njsd438","country_code":"US","type":"funder","lineage":["https://openalex.org/I1291425158","https://openalex.org/I4210128969"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Abhijit Guha Roy","raw_affiliation_strings":["Google Health"],"affiliations":[{"raw_affiliation_string":"Google Health","institution_ids":["https://openalex.org/I1291425158"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100720538","display_name":"Jie Ren","orcid":"https://orcid.org/0000-0002-6450-3163"},"institutions":[{"id":"https://openalex.org/I1291425158","display_name":"Google (United States)","ror":"https://ror.org/00njsd438","country_code":"US","type":"funder","lineage":["https://openalex.org/I1291425158","https://openalex.org/I4210128969"]},{"id":"https://openalex.org/I4210113520","display_name":"Brain (Germany)","ror":"https://ror.org/01gamcy45","country_code":"DE","type":"company","lineage":["https://openalex.org/I4210113520"]}],"countries":["DE","US"],"is_corresponding":false,"raw_author_name":"Jie Ren","raw_affiliation_strings":["Google Research, Brain Team"],"affiliations":[{"raw_affiliation_string":"Google Research, Brain Team","institution_ids":["https://openalex.org/I1291425158","https://openalex.org/I4210113520"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047463591","display_name":"Shekoofeh Azizi","orcid":"https://orcid.org/0000-0002-7447-6031"},"institutions":[{"id":"https://openalex.org/I1291425158","display_name":"Google (United States)","ror":"https://ror.org/00njsd438","country_code":"US","type":"funder","lineage":["https://openalex.org/I1291425158","https://openalex.org/I4210128969"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Shekoofeh Azizi","raw_affiliation_strings":["Google Health"],"affiliations":[{"raw_affiliation_string":"Google Health","institution_ids":["https://openalex.org/I1291425158"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103132271","display_name":"Aaron Loh","orcid":"https://orcid.org/0009-0002-3375-7563"},"institutions":[{"id":"https://openalex.org/I1291425158","display_name":"Google (United States)","ror":"https://ror.org/00njsd438","country_code":"US","type":"funder","lineage":["https://openalex.org/I1291425158","https://openalex.org/I4210128969"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Aaron Loh","raw_affiliation_strings":["Google Health"],"affiliations":[{"raw_affiliation_string":"Google Health","institution_ids":["https://openalex.org/I1291425158"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103951772","display_name":"Vivek Natarajan","orcid":null},"institutions":[{"id":"https://openalex.org/I1291425158","display_name":"Google (United States)","ror":"https://ror.org/00njsd438","country_code":"US","type":"funder","lineage":["https://openalex.org/I1291425158","https://openalex.org/I4210128969"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Vivek Natarajan","raw_affiliation_strings":["Google Health"],"affiliations":[{"raw_affiliation_string":"Google Health","institution_ids":["https://openalex.org/I1291425158"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072796087","display_name":"Basil Mustafa","orcid":"https://orcid.org/0000-0001-7305-7890"},"institutions":[{"id":"https://openalex.org/I1291425158","display_name":"Google (United States)","ror":"https://ror.org/00njsd438","country_code":"US","type":"funder","lineage":["https://openalex.org/I1291425158","https://openalex.org/I4210128969"]},{"id":"https://openalex.org/I4210113520","display_name":"Brain (Germany)","ror":"https://ror.org/01gamcy45","country_code":"DE","type":"company","lineage":["https://openalex.org/I4210113520"]}],"countries":["DE","US"],"is_corresponding":false,"raw_author_name":"Basil Mustafa","raw_affiliation_strings":["Google Research, Brain Team"],"affiliations":[{"raw_affiliation_string":"Google Research, Brain Team","institution_ids":["https://openalex.org/I1291425158","https://openalex.org/I4210113520"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032089298","display_name":"Nick Pawlowski","orcid":"https://orcid.org/0000-0002-2748-7977"},"institutions":[{"id":"https://openalex.org/I1291425158","display_name":"Google (United States)","ror":"https://ror.org/00njsd438","country_code":"US","type":"funder","lineage":["https://openalex.org/I1291425158","https://openalex.org/I4210128969"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Nick Pawlowski","raw_affiliation_strings":["Google Health"],"affiliations":[{"raw_affiliation_string":"Google Health","institution_ids":["https://openalex.org/I1291425158"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078984106","display_name":"Jan Freyberg","orcid":null},"institutions":[{"id":"https://openalex.org/I1291425158","display_name":"Google (United States)","ror":"https://ror.org/00njsd438","country_code":"US","type":"funder","lineage":["https://openalex.org/I1291425158","https://openalex.org/I4210128969"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jan Freyberg","raw_affiliation_strings":["Google Health"],"affiliations":[{"raw_affiliation_string":"Google Health","institution_ids":["https://openalex.org/I1291425158"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100390934","display_name":"Yuan Liu","orcid":"https://orcid.org/0000-0003-2030-1153"},"institutions":[{"id":"https://openalex.org/I1291425158","display_name":"Google (United States)","ror":"https://ror.org/00njsd438","country_code":"US","type":"funder","lineage":["https://openalex.org/I1291425158","https://openalex.org/I4210128969"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yuan Liu","raw_affiliation_strings":["Google Health"],"affiliations":[{"raw_affiliation_string":"Google Health","institution_ids":["https://openalex.org/I1291425158"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037732204","display_name":"Zach Beaver","orcid":null},"institutions":[{"id":"https://openalex.org/I1291425158","display_name":"Google (United States)","ror":"https://ror.org/00njsd438","country_code":"US","type":"funder","lineage":["https://openalex.org/I1291425158","https://openalex.org/I4210128969"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Zach Beaver","raw_affiliation_strings":["Google Health"],"affiliations":[{"raw_affiliation_string":"Google Health","institution_ids":["https://openalex.org/I1291425158"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091054255","display_name":"Nam Vo","orcid":"https://orcid.org/0000-0003-4044-0556"},"institutions":[{"id":"https://openalex.org/I1291425158","display_name":"Google (United States)","ror":"https://ror.org/00njsd438","country_code":"US","type":"funder","lineage":["https://openalex.org/I1291425158","https://openalex.org/I4210128969"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Nam Vo","raw_affiliation_strings":["Google Health"],"affiliations":[{"raw_affiliation_string":"Google Health","institution_ids":["https://openalex.org/I1291425158"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110829010","display_name":"Peggy Bui","orcid":null},"institutions":[{"id":"https://openalex.org/I1291425158","display_name":"Google (United States)","ror":"https://ror.org/00njsd438","country_code":"US","type":"funder","lineage":["https://openalex.org/I1291425158","https://openalex.org/I4210128969"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Peggy Bui","raw_affiliation_strings":["Google Health"],"affiliations":[{"raw_affiliation_string":"Google Health","institution_ids":["https://openalex.org/I1291425158"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077553803","display_name":"Samantha Winter","orcid":"https://orcid.org/0000-0002-7300-7903"},"institutions":[{"id":"https://openalex.org/I1291425158","display_name":"Google (United States)","ror":"https://ror.org/00njsd438","country_code":"US","type":"funder","lineage":["https://openalex.org/I1291425158","https://openalex.org/I4210128969"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Samantha Winter","raw_affiliation_strings":["Google Health"],"affiliations":[{"raw_affiliation_string":"Google Health","institution_ids":["https://openalex.org/I1291425158"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001194115","display_name":"Patricia MacWilliams","orcid":null},"institutions":[{"id":"https://openalex.org/I1291425158","display_name":"Google (United States)","ror":"https://ror.org/00njsd438","country_code":"US","type":"funder","lineage":["https://openalex.org/I1291425158","https://openalex.org/I4210128969"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Patricia MacWilliams","raw_affiliation_strings":["Google Health"],"affiliations":[{"raw_affiliation_string":"Google Health","institution_ids":["https://openalex.org/I1291425158"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068955381","display_name":"Greg S. Corrado","orcid":"https://orcid.org/0000-0001-8817-0992"},"institutions":[{"id":"https://openalex.org/I1291425158","display_name":"Google (United States)","ror":"https://ror.org/00njsd438","country_code":"US","type":"funder","lineage":["https://openalex.org/I1291425158","https://openalex.org/I4210128969"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Greg S. Corrado","raw_affiliation_strings":["Google Health"],"affiliations":[{"raw_affiliation_string":"Google Health","institution_ids":["https://openalex.org/I1291425158"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084312082","display_name":"Umesh Telang","orcid":"https://orcid.org/0000-0003-0217-1885"},"institutions":[{"id":"https://openalex.org/I1291425158","display_name":"Google (United States)","ror":"https://ror.org/00njsd438","country_code":"US","type":"funder","lineage":["https://openalex.org/I1291425158","https://openalex.org/I4210128969"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Umesh Telang","raw_affiliation_strings":["Google Health"],"affiliations":[{"raw_affiliation_string":"Google Health","institution_ids":["https://openalex.org/I1291425158"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078784976","display_name":"Yun Liu","orcid":"https://orcid.org/0000-0003-4079-8275"},"institutions":[{"id":"https://openalex.org/I1291425158","display_name":"Google (United States)","ror":"https://ror.org/00njsd438","country_code":"US","type":"funder","lineage":["https://openalex.org/I1291425158","https://openalex.org/I4210128969"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yun Liu","raw_affiliation_strings":["Google Health"],"affiliations":[{"raw_affiliation_string":"Google Health","institution_ids":["https://openalex.org/I1291425158"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064633247","display_name":"Ali Taylan Cemgil","orcid":"https://orcid.org/0000-0003-4463-8455"},"institutions":[{"id":"https://openalex.org/I4210090411","display_name":"DeepMind (United Kingdom)","ror":"https://ror.org/00971b260","country_code":"GB","type":"funder","lineage":["https://openalex.org/I4210090411","https://openalex.org/I4210128969"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Taylan Cemgil","raw_affiliation_strings":["DeepMind"],"affiliations":[{"raw_affiliation_string":"DeepMind","institution_ids":["https://openalex.org/I4210090411"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003509342","display_name":"Alan Karthikesalingam","orcid":"https://orcid.org/0000-0001-5074-898X"},"institutions":[{"id":"https://openalex.org/I1291425158","display_name":"Google (United States)","ror":"https://ror.org/00njsd438","country_code":"US","type":"funder","lineage":["https://openalex.org/I1291425158","https://openalex.org/I4210128969"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Alan Karthikesalingam","raw_affiliation_strings":["Google Health"],"affiliations":[{"raw_affiliation_string":"Google Health","institution_ids":["https://openalex.org/I1291425158"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012859570","display_name":"Balaji Lakshminarayanan","orcid":"https://orcid.org/0000-0002-3334-1659"},"institutions":[{"id":"https://openalex.org/I1291425158","display_name":"Google (United States)","ror":"https://ror.org/00njsd438","country_code":"US","type":"funder","lineage":["https://openalex.org/I1291425158","https://openalex.org/I4210128969"]},{"id":"https://openalex.org/I4210113520","display_name":"Brain (Germany)","ror":"https://ror.org/01gamcy45","country_code":"DE","type":"company","lineage":["https://openalex.org/I4210113520"]}],"countries":["DE","US"],"is_corresponding":false,"raw_author_name":"Balaji Lakshminarayanan","raw_affiliation_strings":["Google Research, Brain Team"],"affiliations":[{"raw_affiliation_string":"Google Research, Brain Team","institution_ids":["https://openalex.org/I1291425158","https://openalex.org/I4210113520"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5027525526","display_name":"Jim Winkens","orcid":null},"institutions":[{"id":"https://openalex.org/I1291425158","display_name":"Google (United States)","ror":"https://ror.org/00njsd438","country_code":"US","type":"funder","lineage":["https://openalex.org/I1291425158","https://openalex.org/I4210128969"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jim Winkens","raw_affiliation_strings":["Google Health,"],"affiliations":[{"raw_affiliation_string":"Google Health,","institution_ids":["https://openalex.org/I1291425158"]}]}],"institution_assertions":[],"countries_distinct_count":3,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5101502724"],"corresponding_institution_ids":["https://openalex.org/I1291425158"],"apc_list":{"value":3970,"currency":"USD","value_usd":3970},"apc_paid":null,"fwci":4.767,"has_fulltext":true,"fulltext_origin":"pdf","cited_by_count":51,"citation_normalized_percentile":{"value":0.999967,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":98},"biblio":{"volume":"75","issue":null,"first_page":"102274","last_page":"102274"},"is_retracted":false,"is_paratext":false,"primary_topic":{"id":"https://openalex.org/T10392","display_name":"Cutaneous Melanoma Detection and Management","score":0.9946,"subfield":{"id":"https://openalex.org/subfields/2730","display_name":"Oncology"},"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/T10392","display_name":"Cutaneous Melanoma Detection and Management","score":0.9946,"subfield":{"id":"https://openalex.org/subfields/2730","display_name":"Oncology"},"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/T10862","display_name":"AI in cancer detection","score":0.9921,"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/T12874","display_name":"Digital Imaging for Blood Diseases","score":0.9692,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/leverage","display_name":"Leverage (statistics)","score":0.44246405},{"id":"https://openalex.org/keywords/ensemble-learning","display_name":"Ensemble Learning","score":0.4274301}],"concepts":[{"id":"https://openalex.org/C79337645","wikidata":"https://www.wikidata.org/wiki/Q779824","display_name":"Outlier","level":2,"score":0.7490243},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.74274075},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.708567},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.6144367},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.607113},{"id":"https://openalex.org/C739882","wikidata":"https://www.wikidata.org/wiki/Q3560506","display_name":"Anomaly detection","level":2,"score":0.59798783},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.46311203},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.45939988},{"id":"https://openalex.org/C153083717","wikidata":"https://www.wikidata.org/wiki/Q6535263","display_name":"Leverage (statistics)","level":2,"score":0.44246405},{"id":"https://openalex.org/C45942800","wikidata":"https://www.wikidata.org/wiki/Q245652","display_name":"Ensemble learning","level":2,"score":0.4274301}],"mesh":[{"descriptor_ui":"D003880","descriptor_name":"Dermatology","qualifier_ui":"","qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D019985","descriptor_name":"Benchmarking","qualifier_ui":"","qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":"","qualifier_name":null,"is_major_topic":false}],"locations_count":4,"locations":[{"is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.media.2021.102274","pdf_url":null,"source":{"id":"https://openalex.org/S116571295","display_name":"Medical Image Analysis","issn_l":"1361-8415","issn":["1361-8415","1361-8423","1361-8431"],"is_oa":false,"is_in_doaj":false,"is_indexed_in_scopus":true,"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":null,"is_accepted":false,"is_published":false},{"is_oa":true,"landing_page_url":"https://arxiv.org/abs/2104.03829","pdf_url":"https://arxiv.org/pdf/2104.03829","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_indexed_in_scopus":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":["Cornell University"],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false},{"is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/34731777","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_indexed_in_scopus":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":["National Institutes of Health"],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false},{"is_oa":false,"landing_page_url":"https://api.datacite.org/dois/10.48550/arxiv.2104.03829","pdf_url":null,"source":{"id":"https://openalex.org/S4393179698","display_name":"DataCite API","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_indexed_in_scopus":false,"is_core":false,"host_organization":"https://openalex.org/I4210145204","host_organization_name":"DataCite","host_organization_lineage":["https://openalex.org/I4210145204"],"host_organization_lineage_names":["DataCite"],"type":"metadata"},"license":null,"license_id":null,"version":null}],"best_oa_location":{"is_oa":true,"landing_page_url":"https://arxiv.org/abs/2104.03829","pdf_url":"https://arxiv.org/pdf/2104.03829","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_indexed_in_scopus":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":["Cornell University"],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false},"sustainable_development_goals":[],"grants":[],"datasets":[],"versions":["https://openalex.org/W3210506295"],"referenced_works_count":70,"referenced_works":["https://openalex.org/W1618905105","https://openalex.org/W1932198206","https://openalex.org/W1945616565","https://openalex.org/W2131904035","https://openalex.org/W2132870739","https://openalex.org/W2531327146","https://openalex.org/W2734663976","https://openalex.org/W2767414122","https://openalex.org/W2767623272","https://openalex.org/W2795783309","https://openalex.org/W2803697594","https://openalex.org/W2867167548","https://openalex.org/W2904981516","https://openalex.org/W2912237282","https://openalex.org/W2924828084","https://openalex.org/W2948194985","https://openalex.org/W2951266961","https://openalex.org/W2951597495","https://openalex.org/W2951883849","https://openalex.org/W2952464756","https://openalex.org/W2954301881","https://openalex.org/W2962826096","https://openalex.org/W2962843773","https://openalex.org/W2962860144","https://openalex.org/W2963238274","https://openalex.org/W2963693742","https://openalex.org/W2964059111","https://openalex.org/W2965875443","https://openalex.org/W2970859221","https://openalex.org/W2970946347","https://openalex.org/W2976398475","https://openalex.org/W2992525328","https://openalex.org/W2994088087","https://openalex.org/W2994931756","https://openalex.org/W3005680577","https://openalex.org/W3012711637","https://openalex.org/W3013716952","https://openalex.org/W3015377432","https://openalex.org/W3021363810","https://openalex.org/W3023124993","https://openalex.org/W3025011581","https://openalex.org/W3034217686","https://openalex.org/W3037355691","https://openalex.org/W3037492894","https://openalex.org/W3041905672","https://openalex.org/W3044129898","https://openalex.org/W3046605870","https://openalex.org/W3091825840","https://openalex.org/W3095892876","https://openalex.org/W3097217077","https://openalex.org/W3098341014","https://openalex.org/W3105070630","https://openalex.org/W3113634999","https://openalex.org/W3115571254","https://openalex.org/W3116937606","https://openalex.org/W3120430728","https://openalex.org/W3121368818","https://openalex.org/W3129166376","https://openalex.org/W3130113475","https://openalex.org/W3132581431","https://openalex.org/W3138492598","https://openalex.org/W3158108632","https://openalex.org/W4226116716","https://openalex.org/W4236965008","https://openalex.org/W4254616165","https://openalex.org/W4287390226","https://openalex.org/W4287601086","https://openalex.org/W4287756623","https://openalex.org/W4289302938","https://openalex.org/W4301409532"],"related_works":["https://openalex.org/W4318818647","https://openalex.org/W3111802945","https://openalex.org/W3107369729","https://openalex.org/W3006513224","https://openalex.org/W2946096271","https://openalex.org/W2510582230","https://openalex.org/W2499612753","https://openalex.org/W2357409937","https://openalex.org/W2295423552","https://openalex.org/W2046456988"],"abstract_inverted_index":null,"abstract_inverted_index_v3":null,"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W3210506295","counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":18},{"year":2023,"cited_by_count":16},{"year":2022,"cited_by_count":11},{"year":2021,"cited_by_count":2}],"updated_date":"2025-05-01T20:21:29.294732","created_date":"2021-11-08"}