{"id":"https://openalex.org/W2903552149","doi":"https://doi.org/10.1016/j.cels.2018.10.015","title":"Visualizing and Interpreting Single-Cell Gene Expression Datasets with Similarity Weighted Nonnegative Embedding","display_name":"Visualizing and Interpreting Single-Cell Gene Expression Datasets with Similarity Weighted Nonnegative Embedding","publication_year":2018,"publication_date":"2018-12-01","ids":{"openalex":"https://openalex.org/W2903552149","doi":"https://doi.org/10.1016/j.cels.2018.10.015","mag":"2903552149","pmid":"https://pubmed.ncbi.nlm.nih.gov/30528274","pmcid":"https://www.ncbi.nlm.nih.gov/pmc/articles/6311449"},"language":"en","primary_location":{"id":"doi:10.1016/j.cels.2018.10.015","doi":"https://doi.org/10.1016/j.cels.2018.10.015","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.cels.2018.10.015","pdf_url":"http://www.cell.com/article/S240547121830440X/pdf","source":{"id":"https://openalex.org/S2764739556","display_name":"Cell Systems","issn_l":"2405-4712","issn":["2405-4712","2405-4720","2639-5460"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","dongbi-b","jufo-2","ki-jl-2","medline","norway-1","poland-200","russia-white-list-1"],"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":"Cell Systems","raw_type":"journal-article"},"volume":null,"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"http://www.cell.com/article/S240547121830440X/pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5050645055","display_name":"Yan Wu","orcid":"https://orcid.org/0000-0002-9702-330X","observed_orcids":["https://orcid.org/0000-0002-9702-330X"]},"institutions":[{"id":"https://openalex.org/I36258959","display_name":"University of California San Diego","ror":"https://ror.org/0168r3w48","country_code":"US","type":"education","lineage":["https://openalex.org/I36258959"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yan Wu","raw_affiliation_strings":["Department of Bioengineering, University of California, San Diego, San Diego, CA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Bioengineering, University of California, San Diego, San Diego, CA, USA","institution_ids":["https://openalex.org/I36258959"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017114712","display_name":"Pablo Tamayo","orcid":"https://orcid.org/0000-0002-9360-4668","observed_orcids":["https://orcid.org/0000-0002-9360-4668"]},"institutions":[{"id":"https://openalex.org/I36258959","display_name":"University of California San Diego","ror":"https://ror.org/0168r3w48","country_code":"US","type":"education","lineage":["https://openalex.org/I36258959"]},{"id":"https://openalex.org/I4390039236","display_name":"Moores Cancer Center","ror":"https://ror.org/01qkmtm61","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I2800935791","https://openalex.org/I36258959","https://openalex.org/I4390039236"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Pablo Tamayo","raw_affiliation_strings":["Moores Cancer Center, University of California, San Diego, San Diego, CA, USA; School of Medicine, University of California, San Diego, San Diego, CA, USA","Moores Cancer Center, University of California, San Diego, San Diego, CA, USA","School of Medicine, University of California, San Diego, San Diego, CA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Moores Cancer Center, University of California, San Diego, San Diego, CA, USA; School of Medicine, University of California, San Diego, San Diego, CA, USA","institution_ids":["https://openalex.org/I36258959","https://openalex.org/I4390039236"]},{"raw_affiliation_string":"Moores Cancer Center, University of California, San Diego, San Diego, CA, USA","institution_ids":["https://openalex.org/I36258959","https://openalex.org/I4390039236"]},{"raw_affiliation_string":"School of Medicine, University of California, San Diego, San Diego, CA, USA","institution_ids":["https://openalex.org/I36258959"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100342359","display_name":"Kun Zhang","orcid":"https://orcid.org/0000-0002-7596-5224","observed_orcids":["https://orcid.org/0000-0002-7596-5224"]},"institutions":[{"id":"https://openalex.org/I36258959","display_name":"University of California San Diego","ror":"https://ror.org/0168r3w48","country_code":"US","type":"education","lineage":["https://openalex.org/I36258959"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Kun Zhang","raw_affiliation_strings":["Department of Bioengineering, University of California, San Diego, San Diego, CA, USA. Electronic address: kzhang@bioeng.ucsd.edu","Department of Bioengineering, University of California, San Diego, San Diego, CA, USA"],"raw_orcid":"https://orcid.org/0000-0002-7596-5224","affiliations":[{"raw_affiliation_string":"Department of Bioengineering, University of California, San Diego, San Diego, CA, USA. Electronic address: kzhang@bioeng.ucsd.edu","institution_ids":["https://openalex.org/I36258959"]},{"raw_affiliation_string":"Department of Bioengineering, University of California, San Diego, San Diego, CA, USA","institution_ids":["https://openalex.org/I36258959"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5100342359"],"corresponding_institution_ids":["https://openalex.org/I36258959"],"apc_list":{"value":9350,"currency":"USD","value_usd":9350},"apc_paid":null,"fwci":2.7557,"has_fulltext":false,"cited_by_count":73,"citation_normalized_percentile":{"value":0.92113649,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"7","issue":"6","first_page":"656","last_page":"666.e4"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11289","display_name":"Single-cell and spatial transcriptomics","score":1.0,"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"}},"topics":[{"id":"https://openalex.org/T11289","display_name":"Single-cell and spatial transcriptomics","score":1.0,"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"}},{"id":"https://openalex.org/T10885","display_name":"Gene expression and cancer classification","score":0.0,"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"}},{"id":"https://openalex.org/T10621","display_name":"Gene Regulatory Network Analysis","score":0.0,"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/single-cell-rna-sequencing","display_name":"single-cell RNA sequencing","score":0.8050000071525574},{"id":"https://openalex.org/keywords/dimensionality-reduction","display_name":"dimensionality reduction","score":0.7639999985694885},{"id":"https://openalex.org/keywords/non-negative-matrix-factorization","display_name":"non-negative matrix factorization","score":0.9639999866485596},{"id":"https://openalex.org/keywords/gene-expression-visualization","display_name":"gene expression visualization","score":0.6079999804496765},{"id":"https://openalex.org/keywords/developmental-trajectories","display_name":"developmental trajectories","score":0.8140000104904175},{"id":"https://openalex.org/keywords/cell-types","display_name":"cell types","score":0.6700000166893005},{"id":"https://openalex.org/keywords/hematopoietic-progenitor-cells","display_name":"hematopoietic progenitor cells","score":0.9419999718666077},{"id":"https://openalex.org/keywords/human-brain-cells","display_name":"human brain cells","score":0.8399999737739563}],"concepts":[{"id":"https://openalex.org/C41608201","wikidata":"https://www.wikidata.org/wiki/Q980509","display_name":"Embedding","level":2,"score":0.7599807977676392},{"id":"https://openalex.org/C152671427","wikidata":"https://www.wikidata.org/wiki/Q10843505","display_name":"Non-negative matrix factorization","level":4,"score":0.7171962261199951},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.6661310195922852},{"id":"https://openalex.org/C103278499","wikidata":"https://www.wikidata.org/wiki/Q254465","display_name":"Similarity (geometry)","level":3,"score":0.5985397696495056},{"id":"https://openalex.org/C70721500","wikidata":"https://www.wikidata.org/wiki/Q177005","display_name":"Computational biology","level":1,"score":0.5772379636764526},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5014617443084717},{"id":"https://openalex.org/C90559484","wikidata":"https://www.wikidata.org/wiki/Q778379","display_name":"Expression (computer science)","level":2,"score":0.47779354453086853},{"id":"https://openalex.org/C18431079","wikidata":"https://www.wikidata.org/wiki/Q1502169","display_name":"Gene expression profiling","level":4,"score":0.4694124162197113},{"id":"https://openalex.org/C42355184","wikidata":"https://www.wikidata.org/wiki/Q1361088","display_name":"Matrix decomposition","level":3,"score":0.46642524003982544},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.4073329567909241},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.37381643056869507},{"id":"https://openalex.org/C150194340","wikidata":"https://www.wikidata.org/wiki/Q26972","display_name":"Gene expression","level":3,"score":0.3553793430328369},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.33706414699554443},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.32221537828445435},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.25765669345855713},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.19468998908996582},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C158693339","wikidata":"https://www.wikidata.org/wiki/Q190524","display_name":"Eigenvalues and eigenvectors","level":2,"score":0.0}],"mesh":[{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003196","descriptor_name":"Computer Graphics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015870","descriptor_name":"Gene Expression","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016000","descriptor_name":"Cluster Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D020869","descriptor_name":"Gene Expression Profiling","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D023281","descriptor_name":"Genomics","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D030561","descriptor_name":"Databases, Nucleic Acid","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D059010","descriptor_name":"Single-Cell Analysis","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D059467","descriptor_name":"Transcriptome","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":7,"locations":[{"id":"doi:10.1016/j.cels.2018.10.015","doi":"https://doi.org/10.1016/j.cels.2018.10.015","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.cels.2018.10.015","pdf_url":"http://www.cell.com/article/S240547121830440X/pdf","source":{"id":"https://openalex.org/S2764739556","display_name":"Cell Systems","issn_l":"2405-4712","issn":["2405-4712","2405-4720","2639-5460"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","dongbi-b","jufo-2","ki-jl-2","medline","norway-1","poland-200","russia-white-list-1"],"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":"Cell Systems","raw_type":"journal-article"},{"id":"pmid:30528274","doi":null,"is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/30528274","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":"Cell systems","raw_type":"Journal Article"},{"id":"pmh:oai:europepmc.org:5880580","doi":null,"is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/6311449","pdf_url":null,"source":{"id":"https://openalex.org/S4306400806","display_name":"Europe PMC (PubMed Central)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I1303153112","host_organization_name":"European Bioinformatics Institute","host_organization_lineage":["https://openalex.org/I1303153112"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"Text"},{"id":"pmh:oai:pubmedcentral.nih.gov:6311449","doi":null,"is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/6311449","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":"Cell Syst","raw_type":"Text"},{"id":"pmh:oai:escholarship.org/ark:/13030/qt0p99p8hk","doi":null,"is_oa":false,"landing_page_url":"https://escholarship.org/uc/item/0p99p8hk","pdf_url":null,"source":{"id":"https://openalex.org/S4306400115","display_name":"eScholarship (California Digital Library)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I2801248553","host_organization_name":"California Digital Library","host_organization_lineage":["https://openalex.org/I2801248553"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Cell systems, vol 7, iss 6","raw_type":"article"},{"id":"pmh:oai:escholarship.org:ark:/13030/qt0p99p8hk","doi":null,"is_oa":false,"landing_page_url":"https://escholarship.org/uc/item/0p99p8hk","pdf_url":null,"source":{"id":"https://openalex.org/S4306400115","display_name":"eScholarship (California Digital Library)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I2801248553","host_organization_name":"California Digital Library","host_organization_lineage":["https://openalex.org/I2801248553"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Cell Systems, vol 7, iss 6","raw_type":"article"},{"id":"pmh:qt0p99p8hk","doi":null,"is_oa":false,"landing_page_url":"http://www.escholarship.org/uc/item/0p99p8hk","pdf_url":null,"source":{"id":"https://openalex.org/S4306400115","display_name":"eScholarship (California Digital Library)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I2801248553","host_organization_name":"California Digital Library","host_organization_lineage":["https://openalex.org/I2801248553"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Wu, Yan; Tamayo, Pablo; &amp; Zhang, Kun. (2018). Visualizing and Interpreting Single-Cell Gene Expression Datasets with Similarity Weighted Nonnegative Embedding. CELL SYSTEMS, 7(6), 656 - +. doi: 10.1016/j.cels.2018.10.015. UC San Diego: Retrieved from: http://www.escholarship.org/uc/item/0p99p8hk","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1016/j.cels.2018.10.015","doi":"https://doi.org/10.1016/j.cels.2018.10.015","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.cels.2018.10.015","pdf_url":"http://www.cell.com/article/S240547121830440X/pdf","source":{"id":"https://openalex.org/S2764739556","display_name":"Cell Systems","issn_l":"2405-4712","issn":["2405-4712","2405-4720","2639-5460"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","dongbi-b","jufo-2","ki-jl-2","medline","norway-1","poland-200","russia-white-list-1"],"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":"Cell Systems","raw_type":"journal-article"},"sustainable_development_goals":[],"sustainable_development_goals_aurora":[{"display_name":"Partnerships for the goals","score":0.44999998807907104,"id":"https://metadata.un.org/sdg/17"}],"study_designs":[],"awards":[{"id":"https://openalex.org/G1704297588","display_name":"Toward a human adult brain cell atlas with single-cell technologies","funder_award_id":"U01MH114828","funder_id":"https://openalex.org/F4320337346","funder_display_name":"National Institute of Mental Health"},{"id":"https://openalex.org/G3687378658","display_name":"GenePattern Notebooks for Cancer Research","funder_award_id":"U24CA194107","funder_id":"https://openalex.org/F4320337351","funder_display_name":"National Cancer Institute"},{"id":"https://openalex.org/G3729191967","display_name":"Systematic mapping of genetic vulnerabilities in head and neck cancer","funder_award_id":"R01CA222826","funder_id":"https://openalex.org/F4320337351","funder_display_name":"National Cancer Institute"},{"id":"https://openalex.org/G5751529831","display_name":"A Rational Systematic Approach to Find Combinations of Pharmacologic and Immune Therapies that Target Identifiable Oncogenic States","funder_award_id":"U01CA217885","funder_id":"https://openalex.org/F4320337351","funder_display_name":"National Cancer Institute"},{"id":"https://openalex.org/G7320444838","display_name":"Single-cell sequencing and in situ mapping of RNA transcripts in human brains","funder_award_id":"U01MH098977","funder_id":"https://openalex.org/F4320337346","funder_display_name":"National Institute of Mental Health"},{"id":"https://openalex.org/G7810585149","display_name":"Specialized Cancer Center Support Grant","funder_award_id":"P30CA023100","funder_id":"https://openalex.org/F4320337351","funder_display_name":"National Cancer Institute"},{"id":"https://openalex.org/G809406717","display_name":"Dissecting the interplay of gene regulatory networks and cellular niche on cell fate determination","funder_award_id":"R01GM123313","funder_id":"https://openalex.org/F4320337354","funder_display_name":"National Institute of General Medical Sciences"},{"id":"https://openalex.org/G860320370","display_name":"Improving cell fate conversion by tracking cells and RNA over time and space","funder_award_id":"R01HL123755","funder_id":"https://openalex.org/F4320337338","funder_display_name":"National Heart, Lung, and Blood Institute"},{"id":"https://openalex.org/G8608023776","display_name":"Next-generation Functional Genetic Screening of Un-screenable Traits","funder_award_id":"R01HG009285","funder_id":"https://openalex.org/F4320337348","funder_display_name":"National Human Genome Research Institute"}],"funders":[{"id":"https://openalex.org/F4320332161","display_name":"National Institutes of Health","ror":"https://ror.org/01cwqze88"},{"id":"https://openalex.org/F4320337338","display_name":"National Heart, Lung, and Blood Institute","ror":"https://ror.org/012pb6c26"},{"id":"https://openalex.org/F4320337346","display_name":"National Institute of Mental Health","ror":"https://ror.org/04xeg9z08"},{"id":"https://openalex.org/F4320337348","display_name":"National Human Genome Research Institute","ror":"https://ror.org/00baak391"},{"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":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W2903552149.pdf"},"referenced_works_count":41,"referenced_works":["https://openalex.org/W1565987865","https://openalex.org/W1573605934","https://openalex.org/W1829361182","https://openalex.org/W1875842236","https://openalex.org/W1902027874","https://openalex.org/W1967327758","https://openalex.org/W1984883254","https://openalex.org/W1987971958","https://openalex.org/W2102212449","https://openalex.org/W2128728535","https://openalex.org/W2130410032","https://openalex.org/W2134312057","https://openalex.org/W2135937351","https://openalex.org/W2137280919","https://openalex.org/W2152825437","https://openalex.org/W2169853283","https://openalex.org/W2177432730","https://openalex.org/W2187089797","https://openalex.org/W2273101790","https://openalex.org/W2332292689","https://openalex.org/W2339909266","https://openalex.org/W2344887288","https://openalex.org/W2471513101","https://openalex.org/W2500995245","https://openalex.org/W2580386331","https://openalex.org/W2734464417","https://openalex.org/W2746514073","https://openalex.org/W2747545374","https://openalex.org/W2747877289","https://openalex.org/W2767792097","https://openalex.org/W2771542157","https://openalex.org/W2786672974","https://openalex.org/W2794083495","https://openalex.org/W2794480084","https://openalex.org/W2794521141","https://openalex.org/W2949067670","https://openalex.org/W2951764674","https://openalex.org/W2952579171","https://openalex.org/W2952602120","https://openalex.org/W2953251392","https://openalex.org/W2985382230"],"related_works":["https://openalex.org/W2906209999","https://openalex.org/W3105146463","https://openalex.org/W2809365568","https://openalex.org/W2795228480","https://openalex.org/W2989747508","https://openalex.org/W4396213912","https://openalex.org/W7213592021","https://openalex.org/W3121267967","https://openalex.org/W4205861571","https://openalex.org/W4400973931"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":8},{"year":2024,"cited_by_count":7},{"year":2023,"cited_by_count":14},{"year":2022,"cited_by_count":8},{"year":2021,"cited_by_count":13},{"year":2020,"cited_by_count":11},{"year":2019,"cited_by_count":6},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":1}],"updated_date":"2026-10-31T12:09:11.096373","created_date":"2018-12-11T00:00:00"}
