{"id":"https://openalex.org/W2591123247","doi":"https://doi.org/10.1093/jamia/ocw175","title":"Mining non-lattice subgraphs for detecting missing hierarchical relations and concepts in SNOMED CT","display_name":"Mining non-lattice subgraphs for detecting missing hierarchical relations and concepts in SNOMED CT","publication_year":2016,"publication_date":"2016-12-03","ids":{"openalex":"https://openalex.org/W2591123247","doi":"https://doi.org/10.1093/jamia/ocw175","mag":"2591123247","pmid":"https://pubmed.ncbi.nlm.nih.gov/28339775"},"language":"en","primary_location":{"id":"doi:10.1093/jamia/ocw175","is_oa":true,"landing_page_url":"https://doi.org/10.1093/jamia/ocw175","pdf_url":"https://academic.oup.com/jamia/article-pdf/24/4/788/25332129/ocw175.pdf","source":{"id":"https://openalex.org/S129839026","display_name":"Journal of the American Medical Informatics Association","issn_l":"1067-5027","issn":["1067-5027","1527-974X"],"is_oa":false,"is_in_doaj":false,"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of the American Medical Informatics Association","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://academic.oup.com/jamia/article-pdf/24/4/788/25332129/ocw175.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5049834185","display_name":"Licong Cui","orcid":"https://orcid.org/0000-0001-5549-8780"},"institutions":[{"id":"https://openalex.org/I143302722","display_name":"University of Kentucky","ror":"https://ror.org/02k3smh20","country_code":"US","type":"education","lineage":["https://openalex.org/I143302722"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Licong Cui","raw_affiliation_strings":["Department of Computer Science, University of Kentucky, Lexington, KY, USA","Institute for Biomedical Informatics, University of Kentucky"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Kentucky, Lexington, KY, USA","institution_ids":["https://openalex.org/I143302722"]},{"raw_affiliation_string":"Institute for Biomedical Informatics, University of Kentucky","institution_ids":["https://openalex.org/I143302722"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103226522","display_name":"Wei Zhu","orcid":"https://orcid.org/0000-0002-2543-1291"},"institutions":[{"id":"https://openalex.org/I143302722","display_name":"University of Kentucky","ror":"https://ror.org/02k3smh20","country_code":"US","type":"education","lineage":["https://openalex.org/I143302722"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Wei Zhu","raw_affiliation_strings":["Institute for Biomedical Informatics, University of Kentucky"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute for Biomedical Informatics, University of Kentucky","institution_ids":["https://openalex.org/I143302722"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063163780","display_name":"Shiqiang Tao","orcid":"https://orcid.org/0000-0003-1515-3184"},"institutions":[{"id":"https://openalex.org/I143302722","display_name":"University of Kentucky","ror":"https://ror.org/02k3smh20","country_code":"US","type":"education","lineage":["https://openalex.org/I143302722"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Shiqiang Tao","raw_affiliation_strings":["Division of Biomedical Informatics, College of Medicine, University of Kentucky","Institute for Biomedical Informatics, University of Kentucky"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Division of Biomedical Informatics, College of Medicine, University of Kentucky","institution_ids":["https://openalex.org/I143302722"]},{"raw_affiliation_string":"Institute for Biomedical Informatics, University of Kentucky","institution_ids":["https://openalex.org/I143302722"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077193850","display_name":"James T. Case","orcid":null},"institutions":[{"id":"https://openalex.org/I2800548410","display_name":"United States National Library of Medicine","ror":"https://ror.org/0060t0j89","country_code":"US","type":"archive","lineage":["https://openalex.org/I1299022934","https://openalex.org/I1299303238","https://openalex.org/I2800548410"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"James T Case","raw_affiliation_strings":["National Library of Medicine, Bethesda, MD, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Library of Medicine, Bethesda, MD, USA","institution_ids":["https://openalex.org/I2800548410"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073807945","display_name":"Olivier Bodenreider","orcid":"https://orcid.org/0000-0003-4769-4217"},"institutions":[{"id":"https://openalex.org/I2800548410","display_name":"United States National Library of Medicine","ror":"https://ror.org/0060t0j89","country_code":"US","type":"archive","lineage":["https://openalex.org/I1299022934","https://openalex.org/I1299303238","https://openalex.org/I2800548410"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Olivier Bodenreider","raw_affiliation_strings":["National Library of Medicine, Bethesda, MD, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Library of Medicine, Bethesda, MD, USA","institution_ids":["https://openalex.org/I2800548410"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100392487","display_name":"Guo\u2010Qiang Zhang","orcid":"https://orcid.org/0000-0002-3663-1109"},"institutions":[{"id":"https://openalex.org/I143302722","display_name":"University of Kentucky","ror":"https://ror.org/02k3smh20","country_code":"US","type":"education","lineage":["https://openalex.org/I143302722"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Guo-Qiang Zhang","raw_affiliation_strings":["Division of Biomedical Informatics, College of Medicine, University of Kentucky","Institute for Biomedical Informatics, University of Kentucky"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Division of Biomedical Informatics, College of Medicine, University of Kentucky","institution_ids":["https://openalex.org/I143302722"]},{"raw_affiliation_string":"Institute for Biomedical Informatics, University of Kentucky","institution_ids":["https://openalex.org/I143302722"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5049834185","https://openalex.org/A5100392487"],"corresponding_institution_ids":["https://openalex.org/I143302722"],"apc_list":{"value":3967,"currency":"USD","value_usd":3967},"apc_paid":null,"fwci":2.7852,"has_fulltext":false,"cited_by_count":54,"citation_normalized_percentile":{"value":0.90816985,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":99},"biblio":{"volume":"24","issue":"4","first_page":"788","last_page":"798"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11710","display_name":"Biomedical Text Mining and Ontologies","score":0.8543000221252441,"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/T11710","display_name":"Biomedical Text Mining and Ontologies","score":0.8543000221252441,"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/T10215","display_name":"Semantic Web and Ontologies","score":0.027699999511241913,"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/T11719","display_name":"Data Quality and Management","score":0.02449999935925007,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/snomed-ct","display_name":"SNOMED CT","score":0.9613515138626099},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6861622333526611},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.5864710211753845},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.5534430742263794},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5452213883399963},{"id":"https://openalex.org/keywords/terminology","display_name":"Terminology","score":0.5435717701911926},{"id":"https://openalex.org/keywords/missing-data","display_name":"Missing data","score":0.49149882793426514},{"id":"https://openalex.org/keywords/lattice","display_name":"Lattice (music)","score":0.4302513897418976},{"id":"https://openalex.org/keywords/lexical-semantics","display_name":"Lexical semantics","score":0.4119952321052551},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4001123905181885},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.32468608021736145},{"id":"https://openalex.org/keywords/lexical-item","display_name":"Lexical item","score":0.2786747217178345},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.20346030592918396},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.1504354476928711},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.09926116466522217}],"concepts":[{"id":"https://openalex.org/C206497026","wikidata":"https://www.wikidata.org/wiki/Q1753883","display_name":"SNOMED CT","level":3,"score":0.9613515138626099},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6861622333526611},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.5864710211753845},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.5534430742263794},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5452213883399963},{"id":"https://openalex.org/C547195049","wikidata":"https://www.wikidata.org/wiki/Q1725664","display_name":"Terminology","level":2,"score":0.5435717701911926},{"id":"https://openalex.org/C9357733","wikidata":"https://www.wikidata.org/wiki/Q6878417","display_name":"Missing data","level":2,"score":0.49149882793426514},{"id":"https://openalex.org/C2781204021","wikidata":"https://www.wikidata.org/wiki/Q6497091","display_name":"Lattice (music)","level":2,"score":0.4302513897418976},{"id":"https://openalex.org/C98954769","wikidata":"https://www.wikidata.org/wiki/Q1759657","display_name":"Lexical semantics","level":3,"score":0.4119952321052551},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4001123905181885},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.32468608021736145},{"id":"https://openalex.org/C126706616","wikidata":"https://www.wikidata.org/wiki/Q2944660","display_name":"Lexical item","level":2,"score":0.2786747217178345},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.20346030592918396},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.1504354476928711},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.09926116466522217},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"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/C24890656","wikidata":"https://www.wikidata.org/wiki/Q82811","display_name":"Acoustics","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D011785","descriptor_name":"Quality Assurance, Health Care","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011785","descriptor_name":"Quality Assurance, Health Care","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011785","descriptor_name":"Quality Assurance, Health Care","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011785","descriptor_name":"Quality Assurance, Health Care","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D013358","descriptor_name":"Subject Headings","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D013358","descriptor_name":"Subject Headings","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D013358","descriptor_name":"Subject Headings","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D013358","descriptor_name":"Subject Headings","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D039061","descriptor_name":"Systematized Nomenclature of Medicine","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D039061","descriptor_name":"Systematized Nomenclature of Medicine","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D039061","descriptor_name":"Systematized Nomenclature of Medicine","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D039061","descriptor_name":"Systematized Nomenclature of Medicine","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D057225","descriptor_name":"Data Mining","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D057225","descriptor_name":"Data Mining","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D057225","descriptor_name":"Data Mining","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D057225","descriptor_name":"Data Mining","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false}],"locations_count":4,"locations":[{"id":"doi:10.1093/jamia/ocw175","is_oa":true,"landing_page_url":"https://doi.org/10.1093/jamia/ocw175","pdf_url":"https://academic.oup.com/jamia/article-pdf/24/4/788/25332129/ocw175.pdf","source":{"id":"https://openalex.org/S129839026","display_name":"Journal of the American Medical Informatics Association","issn_l":"1067-5027","issn":["1067-5027","1527-974X"],"is_oa":false,"is_in_doaj":false,"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of the American Medical Informatics Association","raw_type":"journal-article"},{"id":"pmid:28339775","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/28339775","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":"Journal of the American Medical Informatics Association : JAMIA","raw_type":null},{"id":"pmh:oai:uknowledge.uky.edu:cs_facpub-1030","is_oa":true,"landing_page_url":"https://uknowledge.uky.edu/cs_facpub/31","pdf_url":null,"source":{"id":"https://openalex.org/S4306402623","display_name":"UKnowledge (University of Kentucky)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I143302722","host_organization_name":"University of Kentucky","host_organization_lineage":["https://openalex.org/I143302722"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Computer Science Faculty Publications","raw_type":"text"},{"id":"pmh:oai:europepmc.org:5034210","is_oa":false,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/6080685","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,"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":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1093/jamia/ocw175","is_oa":true,"landing_page_url":"https://doi.org/10.1093/jamia/ocw175","pdf_url":"https://academic.oup.com/jamia/article-pdf/24/4/788/25332129/ocw175.pdf","source":{"id":"https://openalex.org/S129839026","display_name":"Journal of the American Medical Informatics Association","issn_l":"1067-5027","issn":["1067-5027","1527-974X"],"is_oa":false,"is_in_doaj":false,"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of the American Medical Informatics Association","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Responsible consumption and production","id":"https://metadata.un.org/sdg/12","score":0.49000000953674316}],"awards":[{"id":"https://openalex.org/G7581224314","display_name":null,"funder_award_id":"ACI-1626364","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"}],"funders":[{"id":"https://openalex.org/F4320332161","display_name":"National Institutes of Health","ror":"https://ror.org/01cwqze88"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2591123247.pdf","grobid_xml":"https://content.openalex.org/works/W2591123247.grobid-xml"},"referenced_works_count":32,"referenced_works":["https://openalex.org/W124939224","https://openalex.org/W129221707","https://openalex.org/W1481389199","https://openalex.org/W1496540677","https://openalex.org/W1822004795","https://openalex.org/W1851927655","https://openalex.org/W1964298951","https://openalex.org/W2012270977","https://openalex.org/W2042820337","https://openalex.org/W2078161054","https://openalex.org/W2108414747","https://openalex.org/W2111831827","https://openalex.org/W2118801479","https://openalex.org/W2128982045","https://openalex.org/W2143094087","https://openalex.org/W2144103767","https://openalex.org/W2145900192","https://openalex.org/W2155869212","https://openalex.org/W2156997379","https://openalex.org/W2161778764","https://openalex.org/W2164739457","https://openalex.org/W2188166121","https://openalex.org/W2396903734","https://openalex.org/W2401811235","https://openalex.org/W2567012703","https://openalex.org/W4255318870","https://openalex.org/W6629659479","https://openalex.org/W6660930475","https://openalex.org/W6681822795","https://openalex.org/W6682718548","https://openalex.org/W6683186658","https://openalex.org/W6712997435"],"related_works":["https://openalex.org/W2039735462","https://openalex.org/W2951665393","https://openalex.org/W4297803142","https://openalex.org/W2770499767","https://openalex.org/W2295806952","https://openalex.org/W2293521960","https://openalex.org/W172101468","https://openalex.org/W2405923535","https://openalex.org/W1511848092","https://openalex.org/W1708042184"],"abstract_inverted_index":{"OBJECTIVE:":[0],"Quality":[1],"assurance":[2],"of":[3,15,31,82,98,122,135,139,163,175],"large":[4],"ontological":[5],"systems":[6],"such":[7,76],"as":[8],"SNOMED":[9,38,50,106,194],"CT":[10,51,107],"is":[11,91,183],"an":[12],"indispensable":[13],"part":[14],"the":[16,69,102,150,157,176],"terminology":[17],"management":[18],"lifecycle.":[19],"We":[20,130],"introduce":[21],"a":[22,56,94,132],"hybrid":[23,180],"structural-lexical":[24,103,181],"method":[25,104,182],"for":[26,201],"scalable":[27,57],"and":[28,35,185],"systematic":[29],"discovery":[30],"missing":[32,83,166],"hierarchical":[33,84],"relations":[34,85,168],"concepts":[36],"in":[37,49,144,190,193,198],"CT.":[39],"MATERIAL":[40],"AND":[41],"METHODS:":[42],"All":[43,149],"non-lattice":[44,71,115],"subgraphs":[45,74,116,151],"(the":[46,63],"structural":[47],"part)":[48,65],"are":[52,66,79],"exhaustively":[53],"extracted":[54,70],"using":[55],"MapReduce":[58],"algorithm.":[59],"Four":[60],"lexical":[61,64,77,89,120],"patterns":[62,78],"identified":[67],"among":[68],"subgraphs.":[72],"Non-lattice":[73],"exhibiting":[75],"often":[80],"indicative":[81],"or":[86,172],"concepts.":[87,177],"Each":[88],"pattern":[90],"associated":[92],"with":[93],"potential":[95],"specific":[96],"type":[97,162],"error.":[99],"RESULTS:":[100],"Applying":[101],"to":[105,127,170],"(September":[108],"2015":[109],"US":[110],"edition),":[111],"we":[112],"found":[113],"6801":[114],"that":[117],"matched":[118],"these":[119,202],"patterns,":[121],"which":[123,140],"2046":[124],"were":[125,142],"amenable":[126],"visual":[128],"inspection.":[129],"evaluated":[131],"random":[133],"sample":[134],"100":[136],"small":[137],"subgraphs,":[138],"59":[141],"reviewed":[143,152],"detail":[145],"by":[146,156],"domain":[147],"experts.":[148,158],"contained":[153],"errors":[154,192],"confirmed":[155],"The":[159],"most":[160],"frequent":[161],"error":[164],"was":[165],"is-a":[167],"due":[169],"incomplete":[171],"inconsistent":[173],"modeling":[174],"CONCLUSIONS:":[178],"Our":[179],"innovative":[184],"proved":[186],"effective":[187],"not":[188],"only":[189],"detecting":[191],"CT,":[195],"but":[196],"also":[197],"suggesting":[199],"remediation":[200],"errors.":[203]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":7},{"year":2021,"cited_by_count":7},{"year":2020,"cited_by_count":12},{"year":2019,"cited_by_count":4},{"year":2018,"cited_by_count":8},{"year":2017,"cited_by_count":4}],"updated_date":"2026-04-29T09:16:38.111599","created_date":"2025-10-10T00:00:00"}
