{"id":"https://openalex.org/W4367609826","doi":"https://doi.org/10.1038/s41551-023-01034-0","title":"Uncovering expression signatures of synergistic drug responses via ensembles of explainable machine-learning models","display_name":"Uncovering expression signatures of synergistic drug responses via ensembles of explainable machine-learning models","publication_year":2023,"publication_date":"2023-05-01","ids":{"openalex":"https://openalex.org/W4367609826","doi":"https://doi.org/10.1038/s41551-023-01034-0","pmid":"https://pubmed.ncbi.nlm.nih.gov/37127711","pmcid":"https://www.ncbi.nlm.nih.gov/pmc/articles/11149694"},"language":"en","primary_location":{"id":"doi:10.1038/s41551-023-01034-0","doi":"https://doi.org/10.1038/s41551-023-01034-0","is_oa":false,"landing_page_url":"https://doi.org/10.1038/s41551-023-01034-0","pdf_url":null,"source":{"id":"https://openalex.org/S2764624792","display_name":"Nature Biomedical Engineering","issn_l":"2157-846X","issn":["2157-846X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","dongbi-a","doyens","jufo-3","ki-jl-3","medline","norway-2","poland-40","russia-white-list-1","vabb-shw"],"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Nature Biomedical Engineering","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://www.biorxiv.org/content/biorxiv/early/2021/10/07/2021.10.06.463409.full.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5006900734","display_name":"Joseph D. Janizek","orcid":"https://orcid.org/0000-0003-1804-7133","observed_orcids":["https://orcid.org/0000-0003-1804-7133"]},"institutions":[{"id":"https://openalex.org/I201448701","display_name":"University of Washington","ror":"https://ror.org/00cvxb145","country_code":"US","type":"education","lineage":["https://openalex.org/I201448701"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Joseph D. Janizek","raw_affiliation_strings":["Medical Scientist Training Program, University of Washington, Seattle, WA, USA","Paul G. Allen School of Computer Science and Engineering, University of Washington, Seattle, WA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Medical Scientist Training Program, University of Washington, Seattle, WA, USA","institution_ids":["https://openalex.org/I201448701"]},{"raw_affiliation_string":"Paul G. Allen School of Computer Science and Engineering, University of Washington, Seattle, WA, USA","institution_ids":["https://openalex.org/I201448701"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072198355","display_name":"Ayse B. Dincer","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I201448701","display_name":"University of Washington","ror":"https://ror.org/00cvxb145","country_code":"US","type":"education","lineage":["https://openalex.org/I201448701"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ayse B. Dincer","raw_affiliation_strings":["Paul G. Allen School of Computer Science and Engineering, University of Washington, Seattle, WA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Paul G. Allen School of Computer Science and Engineering, University of Washington, Seattle, WA, USA","institution_ids":["https://openalex.org/I201448701"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040714786","display_name":"Safiye \u00c7elik","orcid":"https://orcid.org/0000-0001-6078-7229","observed_orcids":["https://orcid.org/0000-0001-6078-7229"]},"institutions":[{"id":"https://openalex.org/I4210159509","display_name":"Recursion (United States)","ror":"https://ror.org/05czpzc54","country_code":"US","type":"company","lineage":["https://openalex.org/I4210159509"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Safiye Celik","raw_affiliation_strings":["Recursion Pharmaceuticals, Salt Lake City, UT, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Recursion Pharmaceuticals, Salt Lake City, UT, USA","institution_ids":["https://openalex.org/I4210159509"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082310478","display_name":"Hugh Chen","orcid":"https://orcid.org/0000-0003-0549-4524","observed_orcids":["https://orcid.org/0000-0003-0549-4524","https://orcid.org/0009-0002-1916-1659"]},"institutions":[{"id":"https://openalex.org/I201448701","display_name":"University of Washington","ror":"https://ror.org/00cvxb145","country_code":"US","type":"education","lineage":["https://openalex.org/I201448701"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Hugh Chen","raw_affiliation_strings":["Paul G. Allen School of Computer Science and Engineering, University of Washington, Seattle, WA, USA"],"raw_orcid":"https://orcid.org/0000-0003-0549-4524","affiliations":[{"raw_affiliation_string":"Paul G. Allen School of Computer Science and Engineering, University of Washington, Seattle, WA, USA","institution_ids":["https://openalex.org/I201448701"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055644612","display_name":"William Chen","orcid":"https://orcid.org/0000-0001-8924-5853","observed_orcids":["https://orcid.org/0000-0001-8924-5853","https://orcid.org/0009-0002-9193-9197","https://orcid.org/0000-0003-4764-5466"]},"institutions":[{"id":"https://openalex.org/I201448701","display_name":"University of Washington","ror":"https://ror.org/00cvxb145","country_code":"US","type":"education","lineage":["https://openalex.org/I201448701"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"William Chen","raw_affiliation_strings":["Paul G. Allen School of Computer Science and Engineering, University of Washington, Seattle, WA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Paul G. Allen School of Computer Science and Engineering, University of Washington, Seattle, WA, USA","institution_ids":["https://openalex.org/I201448701"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061240871","display_name":"Kamila Naxerova","orcid":"https://orcid.org/0000-0001-7744-5110","observed_orcids":["https://orcid.org/0000-0001-7744-5110"]},"institutions":[{"id":"https://openalex.org/I136199984","display_name":"Harvard University","ror":"https://ror.org/03vek6s52","country_code":"US","type":"education","lineage":["https://openalex.org/I136199984"]},{"id":"https://openalex.org/I4210087915","display_name":"Massachusetts General Hospital","ror":"https://ror.org/002pd6e78","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210087915","https://openalex.org/I48633490"]},{"id":"https://openalex.org/I4210155419","display_name":"Center for Systems Biology","ror":"https://ror.org/05r3dyn47","country_code":"US","type":"facility","lineage":["https://openalex.org/I136199984","https://openalex.org/I4210087915","https://openalex.org/I4210155419","https://openalex.org/I48633490"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Kamila Naxerova","raw_affiliation_strings":["Center for Systems Biology, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA. naxerova.kamila@mgh.harvard.edu","Department of Radiology, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA. naxerova.kamila@mgh.harvard.edu","Center for Systems Biology, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA"],"raw_orcid":"https://orcid.org/0000-0001-7744-5110","affiliations":[{"raw_affiliation_string":"Center for Systems Biology, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA. naxerova.kamila@mgh.harvard.edu","institution_ids":["https://openalex.org/I136199984","https://openalex.org/I4210087915","https://openalex.org/I4210155419"]},{"raw_affiliation_string":"Department of Radiology, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA. naxerova.kamila@mgh.harvard.edu","institution_ids":["https://openalex.org/I136199984","https://openalex.org/I4210087915"]},{"raw_affiliation_string":"Center for Systems Biology, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA","institution_ids":["https://openalex.org/I136199984","https://openalex.org/I4210087915","https://openalex.org/I4210155419"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5028723221","display_name":"Su\u2010In Lee","orcid":"https://orcid.org/0000-0001-5833-5215","observed_orcids":["https://orcid.org/0000-0001-5833-5215"]},"institutions":[{"id":"https://openalex.org/I201448701","display_name":"University of Washington","ror":"https://ror.org/00cvxb145","country_code":"US","type":"education","lineage":["https://openalex.org/I201448701"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Su-In Lee","raw_affiliation_strings":["Paul G. Allen School of Computer Science and Engineering, University of Washington, Seattle, WA, USA. suinlee@cs.washington.edu","Paul G. Allen School of Computer Science and Engineering, University of Washington, Seattle, WA, USA"],"raw_orcid":"https://orcid.org/0000-0001-5833-5215","affiliations":[{"raw_affiliation_string":"Paul G. Allen School of Computer Science and Engineering, University of Washington, Seattle, WA, USA. suinlee@cs.washington.edu","institution_ids":["https://openalex.org/I201448701"]},{"raw_affiliation_string":"Paul G. Allen School of Computer Science and Engineering, University of Washington, Seattle, WA, USA","institution_ids":["https://openalex.org/I201448701"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5028723221","https://openalex.org/A5061240871"],"corresponding_institution_ids":["https://openalex.org/I136199984","https://openalex.org/I201448701","https://openalex.org/I4210087915","https://openalex.org/I4210155419"],"apc_list":{"value":11690,"currency":"USD","value_usd":11690},"apc_paid":null,"fwci":5.1343,"has_fulltext":false,"cited_by_count":66,"citation_normalized_percentile":{"value":0.9684873,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":100},"biblio":{"volume":"7","issue":"6","first_page":"811","last_page":"829"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12026","display_name":"Explainable Artificial Intelligence (XAI)","score":0.8579000234603882,"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/T12026","display_name":"Explainable Artificial Intelligence (XAI)","score":0.8579000234603882,"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/T10211","display_name":"Computational Drug Discovery Methods","score":0.09009999781847,"subfield":{"id":"https://openalex.org/subfields/3002","display_name":"Drug Discovery"},"field":{"id":"https://openalex.org/fields/30","display_name":"Pharmacology, Toxicology and Pharmaceutics"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10885","display_name":"Gene expression and cancer classification","score":0.013299999758601189,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/drug-synergy","display_name":"drug synergy","score":0.8389999866485596},{"id":"https://openalex.org/keywords/anticancer-drug-combination","display_name":"anticancer drug combination","score":0.9240000247955322},{"id":"https://openalex.org/keywords/explainable-machine-learning","display_name":"explainable machine learning","score":0.7630000114440918},{"id":"https://openalex.org/keywords/ensemble-learning","display_name":"ensemble learning","score":0.7480000257492065},{"id":"https://openalex.org/keywords/feature-attribution","display_name":"feature attribution","score":0.9580000042915344},{"id":"https://openalex.org/keywords/gene-expression-signatures","display_name":"gene expression signatures","score":0.8930000066757202},{"id":"https://openalex.org/keywords/acute-myeloid-leukemia","display_name":"acute myeloid leukemia","score":0.9670000076293945},{"id":"https://openalex.org/keywords/hematopoietic-differentiation","display_name":"hematopoietic differentiation","score":0.871999979019165},{"id":"https://openalex.org/keywords/transcriptomic-data","display_name":"transcriptomic data","score":0.6259999871253967},{"id":"https://openalex.org/keywords/cancer-pharmacology","display_name":"cancer pharmacology","score":0.6990000009536743}],"concepts":[{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.7585108280181885},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.725347638130188},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6205719709396362},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5038906931877136},{"id":"https://openalex.org/C74187038","wikidata":"https://www.wikidata.org/wiki/Q1418791","display_name":"Drug discovery","level":2,"score":0.4895242154598236},{"id":"https://openalex.org/C103637391","wikidata":"https://www.wikidata.org/wiki/Q5308921","display_name":"Drug repositioning","level":3,"score":0.45670390129089355},{"id":"https://openalex.org/C162317418","wikidata":"https://www.wikidata.org/wiki/Q252857","display_name":"Transcriptome","level":4,"score":0.4514807164669037},{"id":"https://openalex.org/C70721500","wikidata":"https://www.wikidata.org/wiki/Q177005","display_name":"Computational biology","level":1,"score":0.34675663709640503},{"id":"https://openalex.org/C2780035454","wikidata":"https://www.wikidata.org/wiki/Q8386","display_name":"Drug","level":2,"score":0.3240388035774231},{"id":"https://openalex.org/C60644358","wikidata":"https://www.wikidata.org/wiki/Q128570","display_name":"Bioinformatics","level":1,"score":0.2715602517127991},{"id":"https://openalex.org/C150194340","wikidata":"https://www.wikidata.org/wiki/Q26972","display_name":"Gene expression","level":3,"score":0.24214383959770203},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.21066558361053467},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.19377893209457397},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.15016019344329834},{"id":"https://openalex.org/C98274493","wikidata":"https://www.wikidata.org/wiki/Q128406","display_name":"Pharmacology","level":1,"score":0.14293888211250305},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","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},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D020869","descriptor_name":"Gene Expression Profiling","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D059467","descriptor_name":"Transcriptome","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":4,"locations":[{"id":"doi:10.1038/s41551-023-01034-0","doi":"https://doi.org/10.1038/s41551-023-01034-0","is_oa":false,"landing_page_url":"https://doi.org/10.1038/s41551-023-01034-0","pdf_url":null,"source":{"id":"https://openalex.org/S2764624792","display_name":"Nature Biomedical Engineering","issn_l":"2157-846X","issn":["2157-846X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","dongbi-a","doyens","jufo-3","ki-jl-3","medline","norway-2","poland-40","russia-white-list-1","vabb-shw"],"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Nature Biomedical Engineering","raw_type":"journal-article"},{"id":"doi:10.1101/2021.10.06.463409","doi":"https://doi.org/10.1101/2021.10.06.463409","is_oa":true,"landing_page_url":"https://doi.org/10.1101/2021.10.06.463409","pdf_url":"https://www.biorxiv.org/content/biorxiv/early/2021/10/07/2021.10.06.463409.full.pdf","source":{"id":"https://openalex.org/S4306402567","display_name":"bioRxiv (Cold Spring Harbor Laboratory)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I2750212522","host_organization_name":"Cold Spring Harbor Laboratory","host_organization_lineage":["https://openalex.org/I2750212522"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"bioRxiv","raw_type":"posted-content"},{"id":"pmid:37127711","doi":null,"is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/37127711","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,"listed_in":[],"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":"Nature biomedical engineering","raw_type":"Journal Article"},{"id":"pmh:oai:pubmedcentral.nih.gov:11149694","doi":null,"is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/11149694","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"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":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"Nat Biomed Eng","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1101/2021.10.06.463409","doi":"https://doi.org/10.1101/2021.10.06.463409","is_oa":true,"landing_page_url":"https://doi.org/10.1101/2021.10.06.463409","pdf_url":"https://www.biorxiv.org/content/biorxiv/early/2021/10/07/2021.10.06.463409.full.pdf","source":{"id":"https://openalex.org/S4306402567","display_name":"bioRxiv (Cold Spring Harbor Laboratory)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I2750212522","host_organization_name":"Cold Spring Harbor Laboratory","host_organization_lineage":["https://openalex.org/I2750212522"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"bioRxiv","raw_type":"posted-content"},"sustainable_development_goals":[{"display_name":"Good health and well-being","score":0.8048999905586243,"id":"https://metadata.un.org/sdg/3"}],"study_designs":[],"awards":[{"id":"https://openalex.org/G4542186103","display_name":"Interpretable Machine Learning to Identify Alzheimer's Disease Therapeutic Targets","funder_award_id":"R01AG061132","funder_id":"https://openalex.org/F4320337337","funder_display_name":"National Institute on Aging"},{"id":"https://openalex.org/G7868354891","display_name":"Illuminating the evolutionary history of colorectal cancer metastasis: basic principles and clinical applications","funder_award_id":"R37CA225655","funder_id":"https://openalex.org/F4320337351","funder_display_name":"National Cancer Institute"},{"id":"https://openalex.org/G8041027611","display_name":"Opening the Black Box of Machine Learning Models","funder_award_id":"R35GM128638","funder_id":"https://openalex.org/F4320337354","funder_display_name":"National Institute of General Medical Sciences"},{"id":"https://openalex.org/G9000870786","display_name":"Hematopoiesis in Cardiovascular Disease","funder_award_id":"P01HL142494","funder_id":"https://openalex.org/F4320337338","funder_display_name":"National Heart, Lung, and Blood Institute"}],"funders":[{"id":"https://openalex.org/F4320337337","display_name":"National Institute on Aging","ror":"https://ror.org/049v75w11"},{"id":"https://openalex.org/F4320337338","display_name":"National Heart, Lung, and Blood Institute","ror":"https://ror.org/012pb6c26"},{"id":"https://openalex.org/F4320337351","display_name":"National Cancer Institute","ror":"https://ror.org/040gcmg81"},{"id":"https://openalex.org/F4320337354","display_name":"National Institute of General Medical Sciences","ror":"https://ror.org/04q48ey07"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4367609826.pdf","grobid_xml":"https://content.openalex.org/works/W4367609826.grobid-xml"},"referenced_works_count":121,"referenced_works":["https://openalex.org/W573589394","https://openalex.org/W1498436455","https://openalex.org/W1562353621","https://openalex.org/W1968426398","https://openalex.org/W1970707135","https://openalex.org/W1976502930","https://openalex.org/W1977863938","https://openalex.org/W1991687240","https://openalex.org/W2002213310","https://openalex.org/W2009662043","https://openalex.org/W2020541351","https://openalex.org/W2022728404","https://openalex.org/W2033591223","https://openalex.org/W2038252445","https://openalex.org/W2043398720","https://openalex.org/W2050343160","https://openalex.org/W2061136308","https://openalex.org/W2074129070","https://openalex.org/W2084341220","https://openalex.org/W2085177202","https://openalex.org/W2096439168","https://openalex.org/W2101234009","https://openalex.org/W2108747515","https://openalex.org/W2110065044","https://openalex.org/W2110205468","https://openalex.org/W2114929247","https://openalex.org/W2122825543","https://openalex.org/W2125789330","https://openalex.org/W2129888542","https://openalex.org/W2132022337","https://openalex.org/W2137334613","https://openalex.org/W2140470378","https://openalex.org/W2143426320","https://openalex.org/W2156761481","https://openalex.org/W2166102321","https://openalex.org/W2169353806","https://openalex.org/W2170398347","https://openalex.org/W2179438025","https://openalex.org/W2282821441","https://openalex.org/W2295598076","https://openalex.org/W2298079736","https://openalex.org/W2299417213","https://openalex.org/W2396290019","https://openalex.org/W2514448720","https://openalex.org/W2523562238","https://openalex.org/W2545245164","https://openalex.org/W2570993395","https://openalex.org/W2590904326","https://openalex.org/W2594633041","https://openalex.org/W2605409611","https://openalex.org/W2618851150","https://openalex.org/W2742838159","https://openalex.org/W2746022227","https://openalex.org/W2775061087","https://openalex.org/W2777794149","https://openalex.org/W2789316282","https://openalex.org/W2805191532","https://openalex.org/W2809314900","https://openalex.org/W2885313006","https://openalex.org/W2896480326","https://openalex.org/W2899472109","https://openalex.org/W2900569176","https://openalex.org/W2901279479","https://openalex.org/W2901677030","https://openalex.org/W2911964244","https://openalex.org/W2912934387","https://openalex.org/W2923915248","https://openalex.org/W2945249631","https://openalex.org/W2945831681","https://openalex.org/W2949007626","https://openalex.org/W2951449549","https://openalex.org/W2953462175","https://openalex.org/W2956213465","https://openalex.org/W2962990798","https://openalex.org/W2967991154","https://openalex.org/W2970447476","https://openalex.org/W2970971581","https://openalex.org/W2973049920","https://openalex.org/W2981154301","https://openalex.org/W2990355714","https://openalex.org/W2995135594","https://openalex.org/W2999615587","https://openalex.org/W3001120382","https://openalex.org/W3004553109","https://openalex.org/W3009583110","https://openalex.org/W3016970897","https://openalex.org/W3022298391","https://openalex.org/W3027905053","https://openalex.org/W3034029360","https://openalex.org/W3034152715","https://openalex.org/W3037688018","https://openalex.org/W3040426938","https://openalex.org/W3085380432","https://openalex.org/W3087701445","https://openalex.org/W3088687225","https://openalex.org/W3092538788","https://openalex.org/W3094540299","https://openalex.org/W3095977572","https://openalex.org/W3097024336","https://openalex.org/W3102476541","https://openalex.org/W3103482818","https://openalex.org/W3103771844","https://openalex.org/W3104088357","https://openalex.org/W3105630949","https://openalex.org/W3105856249","https://openalex.org/W3107600318","https://openalex.org/W3110754781","https://openalex.org/W3126464728","https://openalex.org/W3126851937","https://openalex.org/W3127177949","https://openalex.org/W3129064443","https://openalex.org/W3130819465","https://openalex.org/W3133209323","https://openalex.org/W3152939161","https://openalex.org/W3157985159","https://openalex.org/W3171849353","https://openalex.org/W3172269795","https://openalex.org/W3172701880","https://openalex.org/W3185122822","https://openalex.org/W3211666848","https://openalex.org/W6834628200"],"related_works":["https://openalex.org/W3204324161","https://openalex.org/W3127930610","https://openalex.org/W2803581864","https://openalex.org/W4415222183","https://openalex.org/W4362657842","https://openalex.org/W2998804632","https://openalex.org/W4409629762","https://openalex.org/W4390645801","https://openalex.org/W4416109769","https://openalex.org/W4360608719"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":14},{"year":2025,"cited_by_count":25},{"year":2024,"cited_by_count":20},{"year":2023,"cited_by_count":7}],"updated_date":"2026-11-06T12:05:46.655746","created_date":"2023-05-02T00:00:00"}