{"id":"https://openalex.org/W3018974563","doi":"https://doi.org/10.1186/s12911-020-1089-0","title":"Development and validation of data quality rules in administrative health data using association rule mining","display_name":"Development and validation of data quality rules in administrative health data using association rule mining","publication_year":2020,"publication_date":"2020-04-25","ids":{"openalex":"https://openalex.org/W3018974563","doi":"https://doi.org/10.1186/s12911-020-1089-0","mag":"3018974563","pmid":"https://pubmed.ncbi.nlm.nih.gov/32334599"},"language":"en","primary_location":{"id":"doi:10.1186/s12911-020-1089-0","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s12911-020-1089-0","pdf_url":"https://bmcmedinformdecismak.biomedcentral.com/track/pdf/10.1186/s12911-020-1089-0","source":{"id":"https://openalex.org/S107516304","display_name":"BMC Medical Informatics and Decision Making","issn_l":"1472-6947","issn":["1472-6947"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320256","host_organization_name":"BioMed Central","host_organization_lineage":["https://openalex.org/P4310320256","https://openalex.org/P4310319965"],"host_organization_lineage_names":["BioMed Central","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"BMC Medical Informatics and Decision Making","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://bmcmedinformdecismak.biomedcentral.com/track/pdf/10.1186/s12911-020-1089-0","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5000122359","display_name":"Mingkai Peng","orcid":"https://orcid.org/0000-0003-0789-7175"},"institutions":[{"id":"https://openalex.org/I126859394","display_name":"Alberta Health Services","ror":"https://ror.org/02nt5es71","country_code":"CA","type":"healthcare","lineage":["https://openalex.org/I126859394"]},{"id":"https://openalex.org/I168635309","display_name":"University of Calgary","ror":"https://ror.org/03yjb2x39","country_code":"CA","type":"education","lineage":["https://openalex.org/I168635309"]},{"id":"https://openalex.org/I4210139508","display_name":"Alberta Health","ror":"https://ror.org/03pz1p187","country_code":"CA","type":"government","lineage":["https://openalex.org/I4210139508"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Mingkai Peng","raw_affiliation_strings":["Analytics, Alberta Health Services, Calgary, Alberta, Canada. mpeng@ucalgary.ca","Department of Community Health Sciences, University of Calgary, Calgary, Alberta, Canada. mpeng@ucalgary.ca","Department of Community Health Sciences, University of Calgary, Calgary, Alberta, Canada"],"raw_orcid":"https://orcid.org/0000-0003-0789-7175","affiliations":[{"raw_affiliation_string":"Analytics, Alberta Health Services, Calgary, Alberta, Canada. mpeng@ucalgary.ca","institution_ids":["https://openalex.org/I126859394","https://openalex.org/I4210139508"]},{"raw_affiliation_string":"Department of Community Health Sciences, University of Calgary, Calgary, Alberta, Canada. mpeng@ucalgary.ca","institution_ids":["https://openalex.org/I168635309"]},{"raw_affiliation_string":"Department of Community Health Sciences, University of Calgary, Calgary, Alberta, Canada","institution_ids":["https://openalex.org/I168635309"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100319636","display_name":"Sang-Min Lee","orcid":"https://orcid.org/0000-0002-1388-9318"},"institutions":[{"id":"https://openalex.org/I168635309","display_name":"University of Calgary","ror":"https://ror.org/03yjb2x39","country_code":"CA","type":"education","lineage":["https://openalex.org/I168635309"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Sangmin Lee","raw_affiliation_strings":["Department of Community Health Sciences, University of Calgary, Calgary, Alberta, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Community Health Sciences, University of Calgary, Calgary, Alberta, Canada","institution_ids":["https://openalex.org/I168635309"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036984812","display_name":"Adam G. D\u2019Souza","orcid":"https://orcid.org/0000-0002-4270-2065"},"institutions":[{"id":"https://openalex.org/I126859394","display_name":"Alberta Health Services","ror":"https://ror.org/02nt5es71","country_code":"CA","type":"healthcare","lineage":["https://openalex.org/I126859394"]},{"id":"https://openalex.org/I168635309","display_name":"University of Calgary","ror":"https://ror.org/03yjb2x39","country_code":"CA","type":"education","lineage":["https://openalex.org/I168635309"]},{"id":"https://openalex.org/I4210139508","display_name":"Alberta Health","ror":"https://ror.org/03pz1p187","country_code":"CA","type":"government","lineage":["https://openalex.org/I4210139508"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Adam G. D\u2019Souza","raw_affiliation_strings":["Centre for Health Informatics, University of Calgary, Calgary, Alberta, Canada","Analytics, Alberta Health Services, Calgary, Alberta, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centre for Health Informatics, University of Calgary, Calgary, Alberta, Canada","institution_ids":["https://openalex.org/I168635309"]},{"raw_affiliation_string":"Analytics, Alberta Health Services, Calgary, Alberta, Canada","institution_ids":["https://openalex.org/I126859394","https://openalex.org/I4210139508"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028574778","display_name":"Chelsea Doktorchik","orcid":"https://orcid.org/0000-0003-3051-6780"},"institutions":[{"id":"https://openalex.org/I168635309","display_name":"University of Calgary","ror":"https://ror.org/03yjb2x39","country_code":"CA","type":"education","lineage":["https://openalex.org/I168635309"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Chelsea T. A. Doktorchik","raw_affiliation_strings":["Centre for Health Informatics, University of Calgary, Calgary, Alberta, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centre for Health Informatics, University of Calgary, Calgary, Alberta, Canada","institution_ids":["https://openalex.org/I168635309"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5090161362","display_name":"Hude Quan","orcid":"https://orcid.org/0000-0002-7848-7256"},"institutions":[{"id":"https://openalex.org/I168635309","display_name":"University of Calgary","ror":"https://ror.org/03yjb2x39","country_code":"CA","type":"education","lineage":["https://openalex.org/I168635309"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Hude Quan","raw_affiliation_strings":["Centre for Health Informatics, University of Calgary, Calgary, Alberta, Canada","Department of Community Health Sciences, University of Calgary, Calgary, Alberta, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centre for Health Informatics, University of Calgary, Calgary, Alberta, Canada","institution_ids":["https://openalex.org/I168635309"]},{"raw_affiliation_string":"Department of Community Health Sciences, University of Calgary, Calgary, Alberta, Canada","institution_ids":["https://openalex.org/I168635309"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5000122359"],"corresponding_institution_ids":["https://openalex.org/I126859394","https://openalex.org/I168635309","https://openalex.org/I4210139508"],"apc_list":{"value":2690,"currency":"USD","value_usd":2690},"apc_paid":{"value":2690,"currency":"USD","value_usd":2690},"fwci":4.0023,"has_fulltext":true,"cited_by_count":24,"citation_normalized_percentile":{"value":0.94538663,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":99},"biblio":{"volume":"20","issue":"1","first_page":"75","last_page":"75"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14400","display_name":"Medical Coding and Health Information","score":0.9854000210762024,"subfield":{"id":"https://openalex.org/subfields/3605","display_name":"Health Information Management"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T14400","display_name":"Medical Coding and Health Information","score":0.9854000210762024,"subfield":{"id":"https://openalex.org/subfields/3605","display_name":"Health Information Management"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T11710","display_name":"Biomedical Text Mining and Ontologies","score":0.0012000000569969416,"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/T10350","display_name":"Electronic Health Records Systems","score":0.0010999999940395355,"subfield":{"id":"https://openalex.org/subfields/3605","display_name":"Health Information Management"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/association-rule-learning","display_name":"Association rule learning","score":0.7475175261497498},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.6295824646949768},{"id":"https://openalex.org/keywords/coding","display_name":"Coding (social sciences)","score":0.55499267578125},{"id":"https://openalex.org/keywords/data-quality","display_name":"Data quality","score":0.5453282594680786},{"id":"https://openalex.org/keywords/variance","display_name":"Variance (accounting)","score":0.5375966429710388},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5070755481719971},{"id":"https://openalex.org/keywords/delphi-method","display_name":"Delphi method","score":0.4936762750148773},{"id":"https://openalex.org/keywords/health-informatics","display_name":"Health informatics","score":0.47425806522369385},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.424477219581604},{"id":"https://openalex.org/keywords/data-set","display_name":"Data set","score":0.42246556282043457},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.36341917514801025},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.3105449080467224},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3009718656539917},{"id":"https://openalex.org/keywords/operations-management","display_name":"Operations management","score":0.12874355912208557},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.11565455794334412},{"id":"https://openalex.org/keywords/public-health","display_name":"Public health","score":0.10546785593032837},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.10269322991371155}],"concepts":[{"id":"https://openalex.org/C193524817","wikidata":"https://www.wikidata.org/wiki/Q386780","display_name":"Association rule learning","level":2,"score":0.7475175261497498},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.6295824646949768},{"id":"https://openalex.org/C179518139","wikidata":"https://www.wikidata.org/wiki/Q5140297","display_name":"Coding (social sciences)","level":2,"score":0.55499267578125},{"id":"https://openalex.org/C24756922","wikidata":"https://www.wikidata.org/wiki/Q1757694","display_name":"Data quality","level":3,"score":0.5453282594680786},{"id":"https://openalex.org/C196083921","wikidata":"https://www.wikidata.org/wiki/Q7915758","display_name":"Variance (accounting)","level":2,"score":0.5375966429710388},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5070755481719971},{"id":"https://openalex.org/C60641444","wikidata":"https://www.wikidata.org/wiki/Q841602","display_name":"Delphi method","level":2,"score":0.4936762750148773},{"id":"https://openalex.org/C145642194","wikidata":"https://www.wikidata.org/wiki/Q870895","display_name":"Health informatics","level":3,"score":0.47425806522369385},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.424477219581604},{"id":"https://openalex.org/C58489278","wikidata":"https://www.wikidata.org/wiki/Q1172284","display_name":"Data set","level":2,"score":0.42246556282043457},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.36341917514801025},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.3105449080467224},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3009718656539917},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.12874355912208557},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.11565455794334412},{"id":"https://openalex.org/C138816342","wikidata":"https://www.wikidata.org/wiki/Q189603","display_name":"Public health","level":2,"score":0.10546785593032837},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.10269322991371155},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C159110408","wikidata":"https://www.wikidata.org/wiki/Q121176","display_name":"Nursing","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/C121955636","wikidata":"https://www.wikidata.org/wiki/Q4116214","display_name":"Accounting","level":1,"score":0.0},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.0},{"id":"https://openalex.org/C176217482","wikidata":"https://www.wikidata.org/wiki/Q860554","display_name":"Metric (unit)","level":2,"score":0.0}],"mesh":[{"descriptor_ui":"D000068598","descriptor_name":"Data Accuracy","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000068598","descriptor_name":"Data Accuracy","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000068598","descriptor_name":"Data Accuracy","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000293","descriptor_name":"Adolescent","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000293","descriptor_name":"Adolescent","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000293","descriptor_name":"Adolescent","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000328","descriptor_name":"Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000328","descriptor_name":"Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000328","descriptor_name":"Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000368","descriptor_name":"Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000368","descriptor_name":"Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000368","descriptor_name":"Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D002170","descriptor_name":"Canada","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D002170","descriptor_name":"Canada","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D002170","descriptor_name":"Canada","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D002648","descriptor_name":"Child","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D002648","descriptor_name":"Child","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D002648","descriptor_name":"Child","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D002675","descriptor_name":"Child, Preschool","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D002675","descriptor_name":"Child, Preschool","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D002675","descriptor_name":"Child, Preschool","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006262","descriptor_name":"Health","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006262","descriptor_name":"Health","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006262","descriptor_name":"Health","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":"D006801","descriptor_name":"Humans","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":"D007223","descriptor_name":"Infant","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007223","descriptor_name":"Infant","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007223","descriptor_name":"Infant","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007231","descriptor_name":"Infant, Newborn","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007231","descriptor_name":"Infant, Newborn","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007231","descriptor_name":"Infant, Newborn","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008875","descriptor_name":"Middle Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008875","descriptor_name":"Middle Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008875","descriptor_name":"Middle Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D038801","descriptor_name":"International Classification of Diseases","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D038801","descriptor_name":"International Classification of Diseases","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D038801","descriptor_name":"International Classification of Diseases","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D055815","descriptor_name":"Young Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D055815","descriptor_name":"Young Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D055815","descriptor_name":"Young Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D057225","descriptor_name":"Data Mining","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D057225","descriptor_name":"Data Mining","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D057225","descriptor_name":"Data Mining","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":5,"locations":[{"id":"doi:10.1186/s12911-020-1089-0","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s12911-020-1089-0","pdf_url":"https://bmcmedinformdecismak.biomedcentral.com/track/pdf/10.1186/s12911-020-1089-0","source":{"id":"https://openalex.org/S107516304","display_name":"BMC Medical Informatics and Decision Making","issn_l":"1472-6947","issn":["1472-6947"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320256","host_organization_name":"BioMed Central","host_organization_lineage":["https://openalex.org/P4310320256","https://openalex.org/P4310319965"],"host_organization_lineage_names":["BioMed Central","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"BMC Medical Informatics and Decision Making","raw_type":"journal-article"},{"id":"pmid:32334599","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/32334599","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":"BMC medical informatics and decision making","raw_type":null},{"id":"pmh:oai:doaj.org/article:668890ed408149f78df931fd987468fa","is_oa":true,"landing_page_url":"https://doaj.org/article/668890ed408149f78df931fd987468fa","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","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-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"BMC Medical Informatics and Decision Making, Vol 20, Iss 1, Pp 1-10 (2020)","raw_type":"article"},{"id":"pmh:oai:prism.ucalgary.ca:1880/111888","is_oa":false,"landing_page_url":"http://hdl.handle.net/1880/111888","pdf_url":null,"source":{"id":"https://openalex.org/S4306402212","display_name":"PRISM (University of Calgary)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I168635309","host_organization_name":"University of Calgary","host_organization_lineage":["https://openalex.org/I168635309"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Journal Article"},{"id":"pmh:oai:pubmedcentral.nih.gov:7183129","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/7183129","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,"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":"BMC Med Inform Decis Mak","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1186/s12911-020-1089-0","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s12911-020-1089-0","pdf_url":"https://bmcmedinformdecismak.biomedcentral.com/track/pdf/10.1186/s12911-020-1089-0","source":{"id":"https://openalex.org/S107516304","display_name":"BMC Medical Informatics and Decision Making","issn_l":"1472-6947","issn":["1472-6947"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320256","host_organization_name":"BioMed Central","host_organization_lineage":["https://openalex.org/P4310320256","https://openalex.org/P4310319965"],"host_organization_lineage_names":["BioMed Central","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"BMC Medical Informatics and Decision Making","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Partnerships for the goals","id":"https://metadata.un.org/sdg/17","score":0.5199999809265137}],"awards":[],"funders":[{"id":"https://openalex.org/F4320334506","display_name":"Canadian Institutes of Health Research","ror":"https://ror.org/01gavpb45"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3018974563.pdf","grobid_xml":"https://content.openalex.org/works/W3018974563.grobid-xml"},"referenced_works_count":27,"referenced_works":["https://openalex.org/W164676641","https://openalex.org/W1582456500","https://openalex.org/W1585721025","https://openalex.org/W1850048152","https://openalex.org/W1979698089","https://openalex.org/W1997057722","https://openalex.org/W2049706465","https://openalex.org/W2064065382","https://openalex.org/W2080106186","https://openalex.org/W2087467131","https://openalex.org/W2101841338","https://openalex.org/W2106578604","https://openalex.org/W2110065044","https://openalex.org/W2134256069","https://openalex.org/W2162987921","https://openalex.org/W2171602507","https://openalex.org/W2332766554","https://openalex.org/W2345564273","https://openalex.org/W2518786827","https://openalex.org/W2749759883","https://openalex.org/W2760494456","https://openalex.org/W2768917383","https://openalex.org/W2791251576","https://openalex.org/W2796287347","https://openalex.org/W2961234535","https://openalex.org/W4302767823","https://openalex.org/W6630834328"],"related_works":["https://openalex.org/W2751920613","https://openalex.org/W2415164632","https://openalex.org/W2238349241","https://openalex.org/W2355668701","https://openalex.org/W2370453500","https://openalex.org/W3012205960","https://openalex.org/W2079402849","https://openalex.org/W2359717995","https://openalex.org/W1561334777","https://openalex.org/W2094985717"],"abstract_inverted_index":{"BACKGROUND:":[0],"Data":[1],"quality":[2,126,208,216,248],"assessment":[3],"presents":[4],"a":[5,24,100,110,223,235],"challenge":[6],"for":[7,30,207],"research":[8],"using":[9,109,127],"coded":[10,31,44],"administrative":[11],"health":[12],"data.":[13,33],"The":[14,95,189,229],"objective":[15],"of":[16,26,48,82,88,102,156,164,178,213,246],"this":[17],"study":[18],"is":[19],"to":[20,72,123,237],"develop":[21],"and":[22,84,105,117,121,136,146,183,191,199,204,220,225,244,252],"validate":[23],"set":[25,212],"coding":[27,75],"association":[28,76],"rules":[29,77,96,141,148,158,173,195,217,230],"diagnostic":[32],"METHODS:":[34],"We":[35,115],"used":[36,233],"the":[37,60,79,119,128,132,137,143,150,157,161,175,242],"Canadian":[38],"re-abstracted":[39,61],"hospital":[40],"discharge":[41],"abstract":[42],"data":[43,62,125,203,215,247],"in":[45,63,201],"International":[46],"Classification":[47],"Disease,":[49],"10th":[50],"revision":[51],"(ICD-10)":[52],"codes.":[53],"Association":[54],"rule":[55,133],"mining":[56,134],"was":[57],"conducted":[58],"on":[59],"four":[64],"age":[65,162,176,187],"groups":[66],"(0-4,":[67],"20-44,":[68],"45-64;":[69],"\u2265":[70],"65)":[71],"extract":[73],"ICD-10":[74,214],"at":[78,142,149,174],"three-digit":[80,144],"(category":[81,87],"diagnosis)":[83],"four-digit":[85,151],"levels":[86],"diagnosis":[89],"with":[90,172,196],"etiology,":[91],"anatomy,":[92],"or":[93],"severity).":[94],"were":[97,153,159,218],"reviewed":[98],"by":[99,222],"panel":[101,138],"5":[103],"physicians":[104],"2":[106],"classification":[107,226],"specialists":[108],"modified":[111],"Delphi":[112],"rating":[113],"process.":[114],"proposed":[116],"defined":[118],"variance":[120,190,200],"bias":[122,192,198],"assess":[124,238],"rules.":[129],"RESULTS:":[130],"After":[131],"process":[135],"review,":[139],"388":[140],"level":[145,152],"275":[147],"developed.":[154],"Half":[155],"from":[160],"group":[163,177],"\u226565.":[165],"Rules":[166],"captured":[167],"meaningful":[168],"age-specific":[169],"clinical":[170,224],"associations,":[171],"\u226565":[179],"being":[180],"more":[181],"complex":[182],"comprehensive":[184],"than":[185],"other":[186],"groups.":[188],"can":[193,231],"identify":[194],"high":[197],"Alberta":[202],"provides":[205],"directions":[206],"improvement.":[209],"CONCLUSIONS:":[210],"A":[211],"developed":[219],"validated":[221],"expert":[227],"panel.":[228],"be":[232],"as":[234],"tool":[236],"ICD-coded":[239],"data,":[240],"enabling":[241],"monitoring":[243],"comparison":[245],"across":[249],"institutions,":[250],"provinces,":[251],"countries.":[253]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":3}],"updated_date":"2026-07-23T08:03:31.855105","created_date":"2025-10-10T00:00:00"}
