{"id":"https://openalex.org/W3207320674","doi":"https://doi.org/10.1186/s12911-021-01643-2","title":"A statistical quality assessment method for longitudinal observations in electronic health record data with an application to the VA million veteran program","display_name":"A statistical quality assessment method for longitudinal observations in electronic health record data with an application to the VA million veteran program","publication_year":2021,"publication_date":"2021-10-20","ids":{"openalex":"https://openalex.org/W3207320674","doi":"https://doi.org/10.1186/s12911-021-01643-2","mag":"3207320674","pmid":"https://pubmed.ncbi.nlm.nih.gov/34670548"},"language":"en","primary_location":{"id":"doi:10.1186/s12911-021-01643-2","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s12911-021-01643-2","pdf_url":"https://bmcmedinformdecismak.biomedcentral.com/track/pdf/10.1186/s12911-021-01643-2","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/s12911-021-01643-2","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101866197","display_name":"Hui Wang","orcid":"https://orcid.org/0000-0002-6554-2551"},"institutions":[{"id":"https://openalex.org/I4210092360","display_name":"The Coordinating Center","ror":"https://ror.org/00fzvsb30","country_code":"US","type":"other","lineage":["https://openalex.org/I4210092360"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Hui Wang","raw_affiliation_strings":["Department of Veterans Affairs, Cooperative Studies Program Palo Alto Coordinating Center, 701B North Shoreline Blvd, Mountain View, CA, 94043, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Veterans Affairs, Cooperative Studies Program Palo Alto Coordinating Center, 701B North Shoreline Blvd, Mountain View, CA, 94043, USA","institution_ids":["https://openalex.org/I4210092360"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014375379","display_name":"Ilana Belitskaya\u2010L\u00e9vy","orcid":null},"institutions":[{"id":"https://openalex.org/I4210092360","display_name":"The Coordinating Center","ror":"https://ror.org/00fzvsb30","country_code":"US","type":"other","lineage":["https://openalex.org/I4210092360"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ilana Belitskaya-Levy","raw_affiliation_strings":["Department of Veterans Affairs, Cooperative Studies Program Palo Alto Coordinating Center, 701B North Shoreline Blvd, Mountain View, CA, 94043, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Veterans Affairs, Cooperative Studies Program Palo Alto Coordinating Center, 701B North Shoreline Blvd, Mountain View, CA, 94043, USA","institution_ids":["https://openalex.org/I4210092360"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059190563","display_name":"Fan Wu","orcid":"https://orcid.org/0000-0003-0965-9058"},"institutions":[{"id":"https://openalex.org/I4210092360","display_name":"The Coordinating Center","ror":"https://ror.org/00fzvsb30","country_code":"US","type":"other","lineage":["https://openalex.org/I4210092360"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Fan Wu","raw_affiliation_strings":["Department of Veterans Affairs, Cooperative Studies Program Palo Alto Coordinating Center, 701B North Shoreline Blvd, Mountain View, CA, 94043, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Veterans Affairs, Cooperative Studies Program Palo Alto Coordinating Center, 701B North Shoreline Blvd, Mountain View, CA, 94043, USA","institution_ids":["https://openalex.org/I4210092360"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027729792","display_name":"Jennifer Lee","orcid":"https://orcid.org/0000-0003-3971-0766"},"institutions":[{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]},{"id":"https://openalex.org/I4210092360","display_name":"The Coordinating Center","ror":"https://ror.org/00fzvsb30","country_code":"US","type":"other","lineage":["https://openalex.org/I4210092360"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jennifer S. Lee","raw_affiliation_strings":["Department of Epidemiology and Population Health, Stanford University School of Medicine, Stanford, CA, 94305, USA","Department of Medicine, Stanford University School of Medicine, 1265 Welch Road, Stanford, CA, 94305-5464, USA","Department of Veterans Affairs, Cooperative Studies Program Palo Alto Coordinating Center, 701B North Shoreline Blvd, Mountain View, CA, 94043, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Epidemiology and Population Health, Stanford University School of Medicine, Stanford, CA, 94305, USA","institution_ids":["https://openalex.org/I97018004"]},{"raw_affiliation_string":"Department of Medicine, Stanford University School of Medicine, 1265 Welch Road, Stanford, CA, 94305-5464, USA","institution_ids":["https://openalex.org/I97018004"]},{"raw_affiliation_string":"Department of Veterans Affairs, Cooperative Studies Program Palo Alto Coordinating Center, 701B North Shoreline Blvd, Mountain View, CA, 94043, USA","institution_ids":["https://openalex.org/I4210092360"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5104050120","display_name":"Mei\u2010Chiung Shih","orcid":null},"institutions":[{"id":"https://openalex.org/I4210092360","display_name":"The Coordinating Center","ror":"https://ror.org/00fzvsb30","country_code":"US","type":"other","lineage":["https://openalex.org/I4210092360"]},{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mei-Chiung Shih","raw_affiliation_strings":["Department of Biomedical Data Science, Stanford University School of Medicine, 1265 Welch Road, X359, Stanford, CA, 94305-5464, USA","Department of Veterans Affairs, Cooperative Studies Program Palo Alto Coordinating Center, 701B North Shoreline Blvd, Mountain View, CA, 94043, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Biomedical Data Science, Stanford University School of Medicine, 1265 Welch Road, X359, Stanford, CA, 94305-5464, USA","institution_ids":["https://openalex.org/I97018004"]},{"raw_affiliation_string":"Department of Veterans Affairs, Cooperative Studies Program Palo Alto Coordinating Center, 701B North Shoreline Blvd, Mountain View, CA, 94043, USA","institution_ids":["https://openalex.org/I4210092360"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058198453","display_name":"Philip S. Tsao","orcid":"https://orcid.org/0000-0001-7274-9318"},"institutions":[{"id":"https://openalex.org/I4210092360","display_name":"The Coordinating Center","ror":"https://ror.org/00fzvsb30","country_code":"US","type":"other","lineage":["https://openalex.org/I4210092360"]},{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Philip S. Tsao","raw_affiliation_strings":["Department of Medicine, Stanford University School of Medicine, 1265 Welch Road, Stanford, CA, 94305-5464, USA","Department of Veterans Affairs, Cooperative Studies Program Palo Alto Coordinating Center, 701B North Shoreline Blvd, Mountain View, CA, 94043, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Medicine, Stanford University School of Medicine, 1265 Welch Road, Stanford, CA, 94305-5464, USA","institution_ids":["https://openalex.org/I97018004"]},{"raw_affiliation_string":"Department of Veterans Affairs, Cooperative Studies Program Palo Alto Coordinating Center, 701B North Shoreline Blvd, Mountain View, CA, 94043, USA","institution_ids":["https://openalex.org/I4210092360"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057666375","display_name":"Ying L\u00fc","orcid":"https://orcid.org/0000-0002-7698-8962"},"institutions":[{"id":"https://openalex.org/I4210092360","display_name":"The Coordinating Center","ror":"https://ror.org/00fzvsb30","country_code":"US","type":"other","lineage":["https://openalex.org/I4210092360"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ying Lu","raw_affiliation_strings":["Department of Biomedical Data Science, Stanford University School of Medicine, 1265 Welch Road, X359, Stanford, CA, 94305-5464, USA. ylu1@stanford.edu","Department of Epidemiology and Population Health, Stanford University School of Medicine, Stanford, CA, 94305, USA. ylu1@stanford.edu","Department of Veterans Affairs, Cooperative Studies Program Palo Alto Coordinating Center, 701B North Shoreline Blvd, Mountain View, CA, 94043, USA. ylu1@stanford.edu","Department of Veterans Affairs, Cooperative Studies Program Palo Alto Coordinating Center, 701B North Shoreline Blvd, Mountain View, CA, 94043, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Biomedical Data Science, Stanford University School of Medicine, 1265 Welch Road, X359, Stanford, CA, 94305-5464, USA. ylu1@stanford.edu","institution_ids":[]},{"raw_affiliation_string":"Department of Epidemiology and Population Health, Stanford University School of Medicine, Stanford, CA, 94305, USA. ylu1@stanford.edu","institution_ids":[]},{"raw_affiliation_string":"Department of Veterans Affairs, Cooperative Studies Program Palo Alto Coordinating Center, 701B North Shoreline Blvd, Mountain View, CA, 94043, USA. ylu1@stanford.edu","institution_ids":[]},{"raw_affiliation_string":"Department of Veterans Affairs, Cooperative Studies Program Palo Alto Coordinating Center, 701B North Shoreline Blvd, Mountain View, CA, 94043, USA","institution_ids":["https://openalex.org/I4210092360"]}]},{"author_position":"last","author":{"id":null,"display_name":"on behalf of VA Million Veteran Program","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"on behalf of VA Million Veteran Program","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5101866197"],"corresponding_institution_ids":["https://openalex.org/I4210092360"],"apc_list":{"value":1570,"currency":"GBP","value_usd":1925},"apc_paid":{"value":1570,"currency":"GBP","value_usd":1925},"fwci":2.8074,"has_fulltext":true,"cited_by_count":13,"citation_normalized_percentile":{"value":0.9195687,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":98},"biblio":{"volume":"21","issue":"1","first_page":"289","last_page":"289"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14400","display_name":"Medical Coding and Health Information","score":0.2646999955177307,"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":0.2646999955177307,"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/T13702","display_name":"Machine Learning in Healthcare","score":0.13369999825954437,"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/T10136","display_name":"Statistical Methods and Inference","score":0.05860000103712082,"subfield":{"id":"https://openalex.org/subfields/2613","display_name":"Statistics and Probability"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5774446129798889},{"id":"https://openalex.org/keywords/health-informatics","display_name":"Health informatics","score":0.538886547088623},{"id":"https://openalex.org/keywords/electronic-health-record","display_name":"Electronic health record","score":0.5351005792617798},{"id":"https://openalex.org/keywords/thresholding","display_name":"Thresholding","score":0.5149295926094055},{"id":"https://openalex.org/keywords/data-quality","display_name":"Data quality","score":0.5069775581359863},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.47886940836906433},{"id":"https://openalex.org/keywords/health-records","display_name":"Health records","score":0.46968820691108704},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.46450114250183105},{"id":"https://openalex.org/keywords/health-care","display_name":"Health care","score":0.3997926712036133},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.3664451539516449},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2770756483078003},{"id":"https://openalex.org/keywords/metric","display_name":"Metric (unit)","score":0.21624240279197693},{"id":"https://openalex.org/keywords/public-health","display_name":"Public health","score":0.11333420872688293}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5774446129798889},{"id":"https://openalex.org/C145642194","wikidata":"https://www.wikidata.org/wiki/Q870895","display_name":"Health informatics","level":3,"score":0.538886547088623},{"id":"https://openalex.org/C3020144179","wikidata":"https://www.wikidata.org/wiki/Q10871684","display_name":"Electronic health record","level":3,"score":0.5351005792617798},{"id":"https://openalex.org/C191178318","wikidata":"https://www.wikidata.org/wiki/Q2256906","display_name":"Thresholding","level":3,"score":0.5149295926094055},{"id":"https://openalex.org/C24756922","wikidata":"https://www.wikidata.org/wiki/Q1757694","display_name":"Data quality","level":3,"score":0.5069775581359863},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.47886940836906433},{"id":"https://openalex.org/C3019952477","wikidata":"https://www.wikidata.org/wiki/Q1324077","display_name":"Health records","level":3,"score":0.46968820691108704},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.46450114250183105},{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.3997926712036133},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.3664451539516449},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2770756483078003},{"id":"https://openalex.org/C176217482","wikidata":"https://www.wikidata.org/wiki/Q860554","display_name":"Metric (unit)","level":2,"score":0.21624240279197693},{"id":"https://openalex.org/C138816342","wikidata":"https://www.wikidata.org/wiki/Q189603","display_name":"Public health","level":2,"score":0.11333420872688293},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"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/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000068598","descriptor_name":"Data Accuracy","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000068598","descriptor_name":"Data Accuracy","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000068598","descriptor_name":"Data Accuracy","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000077558","descriptor_name":"Big Data","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000077558","descriptor_name":"Big Data","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000077558","descriptor_name":"Big Data","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000079803","descriptor_name":"Data Management","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000079803","descriptor_name":"Data Management","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000079803","descriptor_name":"Data Management","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":"D014728","descriptor_name":"Veterans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D014728","descriptor_name":"Veterans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D014728","descriptor_name":"Veterans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D057286","descriptor_name":"Electronic Health Records","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D057286","descriptor_name":"Electronic Health Records","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D057286","descriptor_name":"Electronic Health Records","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":5,"locations":[{"id":"doi:10.1186/s12911-021-01643-2","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s12911-021-01643-2","pdf_url":"https://bmcmedinformdecismak.biomedcentral.com/track/pdf/10.1186/s12911-021-01643-2","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:34670548","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/34670548","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:dcddcd378870485390674998e92736de","is_oa":true,"landing_page_url":"https://doaj.org/article/dcddcd378870485390674998e92736de","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 21, Iss 1, Pp 1-8 (2021)","raw_type":"article"},{"id":"pmh:oai:europepmc.org:7431375","is_oa":true,"landing_page_url":"http://europepmc.org/pmc/articles/PMC8529838","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":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Text"},{"id":"pmh:oai:pubmedcentral.nih.gov:8529838","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/8529838","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/s12911-021-01643-2","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s12911-021-01643-2","pdf_url":"https://bmcmedinformdecismak.biomedcentral.com/track/pdf/10.1186/s12911-021-01643-2","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":[{"id":"https://metadata.un.org/sdg/17","score":0.4300000071525574,"display_name":"Partnerships for the goals"}],"awards":[{"id":"https://openalex.org/G8238975946","display_name":null,"funder_award_id":"#I01-BX003362","funder_id":"https://openalex.org/F4320306127","funder_display_name":"U.S. Department of Veterans Affairs"},{"id":"https://openalex.org/G8398298415","display_name":null,"funder_award_id":"#5I01-HX002487","funder_id":"https://openalex.org/F4320306113","funder_display_name":"U.S. Department of State"}],"funders":[{"id":"https://openalex.org/F4320306113","display_name":"U.S. Department of State","ror":"https://ror.org/03vvynj75"},{"id":"https://openalex.org/F4320306127","display_name":"U.S. Department of Veterans Affairs","ror":"https://ror.org/05rsv9s98"},{"id":"https://openalex.org/F4320309037","display_name":"Office of Research and Development","ror":"https://ror.org/05rsv9s98"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3207320674.pdf","grobid_xml":"https://content.openalex.org/works/W3207320674.grobid-xml"},"referenced_works_count":15,"referenced_works":["https://openalex.org/W1502985427","https://openalex.org/W2018025378","https://openalex.org/W2112656327","https://openalex.org/W2158939484","https://openalex.org/W2518786827","https://openalex.org/W2591668825","https://openalex.org/W2624710029","https://openalex.org/W2752570039","https://openalex.org/W2936575963","https://openalex.org/W2975790696","https://openalex.org/W2981330642","https://openalex.org/W2981613501","https://openalex.org/W2982480407","https://openalex.org/W3087781820","https://openalex.org/W3122836130"],"related_works":["https://openalex.org/W187932805","https://openalex.org/W1641026212","https://openalex.org/W2078646730","https://openalex.org/W2911982698","https://openalex.org/W2087134418","https://openalex.org/W2323588885","https://openalex.org/W2000841861","https://openalex.org/W3047677938","https://openalex.org/W2032480896","https://openalex.org/W1989766067"],"abstract_inverted_index":{"BACKGROUND:":[0],"To":[1],"describe":[2],"an":[3],"automated":[4,164],"method":[5,60,82,122,162],"for":[6,22,38,69],"assessment":[7,36,136],"of":[8,11,66,71,78,119,168],"the":[9,16,44,53,63,72,76,86,92,95,101,120,124,143,156,169,180,184,192,200],"plausibility":[10],"continuous":[12,39],"variables":[13,40],"collected":[14],"in":[15,34,91,155,173,195],"electronic":[17],"health":[18,174],"record":[19],"(EHR)":[20],"data":[21,68,90,154,171,177,186],"real":[23],"world":[24],"evidence":[25],"research":[26],"use.":[27],"METHODS:":[28],"The":[29,81,113,160],"most":[30],"widely":[31,125],"used":[32,126],"approach":[33],"quality":[35,135],"(QA)":[37],"is":[41,130],"to":[42,52,85,182],"detect":[43],"implausible":[45],"numbers":[46],"using":[47],"prespecified":[48],"thresholds.":[49],"In":[50],"augmentation":[51],"thresholding":[54,127],"method,":[55],"we":[56],"developed":[57,121],"a":[58,79,139],"score-based":[59,161],"that":[61,133],"leverages":[62],"longitudinal":[64,193],"characteristics":[65,194],"EHR":[67,93,196],"detection":[70,167],"observations":[73],"inconsistent":[74],"with":[75],"history":[77],"patient.":[80],"was":[83,109],"applied":[84],"height":[87,151],"and":[88,152,165],"weight":[89,153],"from":[94,100,150],"Million":[96],"Veteran":[97],"Program":[98],"Data":[99],"Veteran's":[102],"Healthcare":[103],"Administration":[104],"(VHA).":[105],"A":[106],"validation":[107],"study":[108],"also":[110,131],"conducted.":[111],"RESULTS:":[112],"receiver":[114],"operating":[115],"characteristic":[116],"(ROC)":[117],"metrics":[118],"outperforms":[123],"method.":[128],"It":[129],"demonstrated":[132],"different":[134],"methods":[137],"have":[138],"non-ignorable":[140],"impact":[141],"on":[142,188],"body":[144],"mass":[145],"index":[146],"(BMI)":[147],"classification":[148],"calculated":[149],"VHA's":[157],"database.":[158],"CONCLUSIONS:":[159],"enables":[163],"scaled":[166],"problematic":[170],"points":[172],"care":[175],"big":[176],"while":[178],"allowing":[179],"investigators":[181],"select":[183],"high-quality":[185],"based":[187],"their":[189],"need.":[190],"Leveraging":[191],"will":[197],"significantly":[198],"improve":[199],"QA":[201],"performance.":[202]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":2}],"updated_date":"2026-05-06T08:25:59.206177","created_date":"2025-10-10T00:00:00"}
