{"id":"https://openalex.org/W4318896526","doi":"https://doi.org/10.1093/bioinformatics/btac848","title":"NIAPU: network-informed adaptive positive-unlabeled learning for disease gene identification","display_name":"NIAPU: network-informed adaptive positive-unlabeled learning for disease gene identification","publication_year":2023,"publication_date":"2023-02-01","ids":{"openalex":"https://openalex.org/W4318896526","doi":"https://doi.org/10.1093/bioinformatics/btac848","pmid":"https://pubmed.ncbi.nlm.nih.gov/36727493"},"language":"en","primary_location":{"id":"doi:10.1093/bioinformatics/btac848","is_oa":true,"landing_page_url":"https://doi.org/10.1093/bioinformatics/btac848","pdf_url":"https://academic.oup.com/bioinformatics/article-pdf/39/2/btac848/49228305/btac848.pdf","source":{"id":"https://openalex.org/S52395412","display_name":"Bioinformatics","issn_l":"1367-4803","issn":["1367-4803","1367-4811"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Bioinformatics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://academic.oup.com/bioinformatics/article-pdf/39/2/btac848/49228305/btac848.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5009148451","display_name":"Paola Stolfi","orcid":"https://orcid.org/0000-0003-3688-5464"},"institutions":[{"id":"https://openalex.org/I4210155236","display_name":"National Research Council","ror":"https://ror.org/04zaypm56","country_code":"IT","type":"nonprofit","lineage":["https://openalex.org/I4210155236"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Paola Stolfi","raw_affiliation_strings":["Institute for Applied Computing (IAC) \u2018Mauro Picone\u2019, National Research Council of Italy (CNR) , Rome 00185, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute for Applied Computing (IAC) \u2018Mauro Picone\u2019, National Research Council of Italy (CNR) , Rome 00185, Italy","institution_ids":["https://openalex.org/I4210155236"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002268567","display_name":"Andrea Mastropietro","orcid":"https://orcid.org/0000-0002-3456-9428"},"institutions":[{"id":"https://openalex.org/I861853513","display_name":"Sapienza University of Rome","ror":"https://ror.org/02be6w209","country_code":"IT","type":"education","lineage":["https://openalex.org/I861853513"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Andrea Mastropietro","raw_affiliation_strings":["Department of Computer, Control and Management Engineering (DIAG) \u2018Antonio Ruberti\u2019, Sapienza University of Rome, Rome 00185, Italy","Department of Computer, Control and Management Engineering (DIAG) 'Antonio Ruberti', Sapienza University of Rome, Rome 00185, Italy"],"raw_orcid":"https://orcid.org/0000-0002-3456-9428","affiliations":[{"raw_affiliation_string":"Department of Computer, Control and Management Engineering (DIAG) \u2018Antonio Ruberti\u2019, Sapienza University of Rome, Rome 00185, Italy","institution_ids":["https://openalex.org/I861853513"]},{"raw_affiliation_string":"Department of Computer, Control and Management Engineering (DIAG) 'Antonio Ruberti', Sapienza University of Rome, Rome 00185, Italy","institution_ids":["https://openalex.org/I861853513"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078075375","display_name":"Giuseppe Pasculli","orcid":"https://orcid.org/0000-0002-0499-2292"},"institutions":[{"id":"https://openalex.org/I861853513","display_name":"Sapienza University of Rome","ror":"https://ror.org/02be6w209","country_code":"IT","type":"education","lineage":["https://openalex.org/I861853513"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Giuseppe Pasculli","raw_affiliation_strings":["Department of Computer, Control and Management Engineering (DIAG) \u2018Antonio Ruberti\u2019, Sapienza University of Rome, Rome 00185, Italy","Department of Computer, Control and Management Engineering (DIAG) 'Antonio Ruberti', Sapienza University of Rome, Rome 00185, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer, Control and Management Engineering (DIAG) \u2018Antonio Ruberti\u2019, Sapienza University of Rome, Rome 00185, Italy","institution_ids":["https://openalex.org/I861853513"]},{"raw_affiliation_string":"Department of Computer, Control and Management Engineering (DIAG) 'Antonio Ruberti', Sapienza University of Rome, Rome 00185, Italy","institution_ids":["https://openalex.org/I861853513"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007136874","display_name":"Paolo Tieri","orcid":"https://orcid.org/0000-0002-3635-7664"},"institutions":[{"id":"https://openalex.org/I4210155236","display_name":"National Research Council","ror":"https://ror.org/04zaypm56","country_code":"IT","type":"nonprofit","lineage":["https://openalex.org/I4210155236"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Paolo Tieri","raw_affiliation_strings":["Institute for Applied Computing (IAC) \u2018Mauro Picone\u2019, National Research Council of Italy (CNR) , Rome 00185, Italy"],"raw_orcid":"https://orcid.org/0000-0002-3635-7664","affiliations":[{"raw_affiliation_string":"Institute for Applied Computing (IAC) \u2018Mauro Picone\u2019, National Research Council of Italy (CNR) , Rome 00185, Italy","institution_ids":["https://openalex.org/I4210155236"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5084481285","display_name":"Davide Vergni","orcid":"https://orcid.org/0000-0003-3227-5765"},"institutions":[{"id":"https://openalex.org/I4210155236","display_name":"National Research Council","ror":"https://ror.org/04zaypm56","country_code":"IT","type":"nonprofit","lineage":["https://openalex.org/I4210155236"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Davide Vergni","raw_affiliation_strings":["Institute for Applied Computing (IAC) \u2018Mauro Picone\u2019, National Research Council of Italy (CNR) , Rome 00185, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute for Applied Computing (IAC) \u2018Mauro Picone\u2019, National Research Council of Italy (CNR) , Rome 00185, Italy","institution_ids":["https://openalex.org/I4210155236"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5002268567","https://openalex.org/A5084481285"],"corresponding_institution_ids":["https://openalex.org/I4210155236","https://openalex.org/I861853513"],"apc_list":{"value":3618,"currency":"USD","value_usd":3618},"apc_paid":{"value":3618,"currency":"USD","value_usd":3618},"fwci":1.5543,"has_fulltext":true,"cited_by_count":12,"citation_normalized_percentile":{"value":0.8231867,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"39","issue":"2","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10887","display_name":"Bioinformatics and Genomic Networks","score":0.9994999766349792,"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/T10887","display_name":"Bioinformatics and Genomic Networks","score":0.9994999766349792,"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":0.9991999864578247,"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/T12254","display_name":"Machine Learning in Bioinformatics","score":0.9983000159263611,"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/identification","display_name":"Identification (biology)","score":0.7627115249633789},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5981423258781433},{"id":"https://openalex.org/keywords/disease","display_name":"Disease","score":0.48864632844924927},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4416050612926483},{"id":"https://openalex.org/keywords/computational-biology","display_name":"Computational biology","score":0.42114049196243286},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.38445615768432617},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.22055909037590027},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.21933391690254211},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.11241728067398071}],"concepts":[{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.7627115249633789},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5981423258781433},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.48864632844924927},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4416050612926483},{"id":"https://openalex.org/C70721500","wikidata":"https://www.wikidata.org/wiki/Q177005","display_name":"Computational biology","level":1,"score":0.42114049196243286},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.38445615768432617},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.22055909037590027},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.21933391690254211},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.11241728067398071},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D004058","descriptor_name":"Diffusion","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004058","descriptor_name":"Diffusion","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004058","descriptor_name":"Diffusion","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012984","descriptor_name":"Software","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012984","descriptor_name":"Software","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012984","descriptor_name":"Software","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":4,"locations":[{"id":"doi:10.1093/bioinformatics/btac848","is_oa":true,"landing_page_url":"https://doi.org/10.1093/bioinformatics/btac848","pdf_url":"https://academic.oup.com/bioinformatics/article-pdf/39/2/btac848/49228305/btac848.pdf","source":{"id":"https://openalex.org/S52395412","display_name":"Bioinformatics","issn_l":"1367-4803","issn":["1367-4803","1367-4811"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Bioinformatics","raw_type":"journal-article"},{"id":"pmid:36727493","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/36727493","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":"Bioinformatics (Oxford, England)","raw_type":null},{"id":"pmh:oai:iris.uniroma1.it:11573/1668281","is_oa":true,"landing_page_url":"https://hdl.handle.net/11573/1668281","pdf_url":"https://iris.uniroma1.it/bitstream/11573/1668281/3/Stolfi_NIAPU_2023.pdf","source":{"id":"https://openalex.org/S4377196107","display_name":"IRIS Research product catalog (Sapienza University of Rome)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"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":null,"raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:pubmedcentral.nih.gov:9933847","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/9933847","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC9933847/pdf/btac848.pdf","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,"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":"Bioinformatics","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1093/bioinformatics/btac848","is_oa":true,"landing_page_url":"https://doi.org/10.1093/bioinformatics/btac848","pdf_url":"https://academic.oup.com/bioinformatics/article-pdf/39/2/btac848/49228305/btac848.pdf","source":{"id":"https://openalex.org/S52395412","display_name":"Bioinformatics","issn_l":"1367-4803","issn":["1367-4803","1367-4811"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Bioinformatics","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/17","display_name":"Partnerships for the goals","score":0.4300000071525574}],"awards":[{"id":"https://openalex.org/G3342566315","display_name":null,"funder_award_id":"788893","funder_id":"https://openalex.org/F4320321873","funder_display_name":"Ministero dell\u2019Istruzione, dell\u2019Universit\u00e0 e della Ricerca"}],"funders":[{"id":"https://openalex.org/F4320321873","display_name":"Ministero dell\u2019Istruzione, dell\u2019Universit\u00e0 e della Ricerca","ror":"https://ror.org/0166hxq48"}],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4318896526.pdf"},"referenced_works_count":60,"referenced_works":["https://openalex.org/W1506736245","https://openalex.org/W1929627202","https://openalex.org/W1976571998","https://openalex.org/W1978033244","https://openalex.org/W1983766967","https://openalex.org/W1987557377","https://openalex.org/W1999740358","https://openalex.org/W2009274826","https://openalex.org/W2032790966","https://openalex.org/W2036935277","https://openalex.org/W2041158471","https://openalex.org/W2050871273","https://openalex.org/W2070050178","https://openalex.org/W2077373870","https://openalex.org/W2079364348","https://openalex.org/W2080240378","https://openalex.org/W2099656145","https://openalex.org/W2100582962","https://openalex.org/W2110553827","https://openalex.org/W2119220491","https://openalex.org/W2123601098","https://openalex.org/W2124166542","https://openalex.org/W2124204060","https://openalex.org/W2128049108","https://openalex.org/W2136437513","https://openalex.org/W2137226992","https://openalex.org/W2153280946","https://openalex.org/W2163485494","https://openalex.org/W2165462380","https://openalex.org/W2170283814","https://openalex.org/W2170461266","https://openalex.org/W2171403830","https://openalex.org/W2345356016","https://openalex.org/W2537679995","https://openalex.org/W2608690367","https://openalex.org/W2611270005","https://openalex.org/W2761217256","https://openalex.org/W2776882970","https://openalex.org/W2800351704","https://openalex.org/W2801375248","https://openalex.org/W2802587671","https://openalex.org/W2805757638","https://openalex.org/W2807689990","https://openalex.org/W2899867782","https://openalex.org/W2911964244","https://openalex.org/W2951531839","https://openalex.org/W2971586943","https://openalex.org/W2983166786","https://openalex.org/W3017356540","https://openalex.org/W3084903972","https://openalex.org/W3140188173","https://openalex.org/W3145969289","https://openalex.org/W3209290712","https://openalex.org/W3210271039","https://openalex.org/W4200373315","https://openalex.org/W4229001177","https://openalex.org/W4239510810","https://openalex.org/W4285394780","https://openalex.org/W6680532697","https://openalex.org/W6782888573"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W3046775127","https://openalex.org/W3107602296","https://openalex.org/W3170094116","https://openalex.org/W4386462264","https://openalex.org/W4313488044","https://openalex.org/W3209574120","https://openalex.org/W4312192474","https://openalex.org/W4210805261"],"abstract_inverted_index":{"MOTIVATION:":[0],"Gene-disease":[1],"associations":[2],"are":[3,70,204,215],"fundamental":[4],"for":[5,47,104,171],"understanding":[6],"disease":[7,22,50,106,130,173],"etiology":[8],"and":[9,13,117,145,148,153],"developing":[10],"effective":[11,90],"interventions":[12],"treatments.":[14],"Identifying":[15],"genes":[16,51,174],"not":[17],"yet":[18],"associated":[19],"with":[20],"a":[21,25,30,66,87,97,149],"due":[23],"to":[24,93,178],"lack":[26],"of":[27,68,77,89,112,120,151,165,190],"studies":[28],"is":[29,40,80],"challenging":[31],"task":[32],"in":[33,63,96,158,169,201],"which":[34,64],"prioritization":[35],"based":[36],"on":[37,127,207],"prior":[38],"knowledge":[39],"an":[41],"important":[42],"element.":[43],"The":[44,110,136,162,187,197],"computational":[45],"search":[46],"new":[48,114,137,172],"candidate":[49],"may":[52],"be":[53,94,179,193],"eased":[54],"by":[55],"positive-unlabeled":[56],"learning,":[57],"the":[58,75,78,113,118,121,166,208],"machine":[59],"learning":[60],"(ML)":[61],"setting":[62],"only":[65],"subset":[67],"instances":[69],"labeled":[71],"as":[72],"positive":[73],"while":[74],"rest":[76],"dataset":[79],"unlabeled.":[81],"In":[82],"this":[83,202],"work,":[84],"we":[85],"propose":[86],"set":[88,150],"network-based":[91],"features":[92,123,138,147,155],"used":[95,157,200],"novel":[98],"Markov":[99],"diffusion-based":[100],"multi-class":[101],"labeling":[102,115],"strategy":[103],"putative":[105],"gene":[107,159],"discovery.":[108],"RESULTS:":[109],"performances":[111],"algorithm":[116],"effectiveness":[119],"proposed":[122],"have":[124,139],"been":[125,140,176],"tested":[126],"10":[128],"different":[129],"datasets":[131],"using":[132],"three":[133],"ML":[134],"algorithms.":[135,183],"compared":[141],"against":[142,181],"classical":[143],"topological":[144],"functional/ontological":[146],"network-":[152],"biological-derived":[154],"already":[156],"discovery":[160],"tasks.":[161],"predictive":[163],"power":[164],"integrated":[167],"methodology":[168],"searching":[170],"has":[175],"found":[177],"competitive":[180],"state-of-the-art":[182],"AVAILABILITY":[184],"AND":[185],"IMPLEMENTATION:":[186],"source":[188,198],"code":[189],"NIAPU":[191],"can":[192],"accessed":[194],"at":[195,217],"https://github.com/AndMastro/NIAPU.":[196],"data":[199,214],"study":[203],"available":[205,216],"online":[206],"respective":[209],"websites.":[210],"SUPPLEMENTARY":[211],"INFORMATION:":[212],"Supplementary":[213],"Bioinformatics":[218],"online.":[219]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2024,"cited_by_count":7},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1}],"updated_date":"2026-06-20T22:02:38.213706","created_date":"2023-02-02T00:00:00"}
