{"id":"https://openalex.org/W2148059418","doi":"https://doi.org/10.1186/1472-6947-10-35","title":"De-identification of primary care electronic medical records free-text data in Ontario, Canada","display_name":"De-identification of primary care electronic medical records free-text data in Ontario, Canada","publication_year":2010,"publication_date":"2010-06-18","ids":{"openalex":"https://openalex.org/W2148059418","doi":"https://doi.org/10.1186/1472-6947-10-35","mag":"2148059418","pmid":"https://pubmed.ncbi.nlm.nih.gov/20565894"},"language":"en","primary_location":{"id":"doi:10.1186/1472-6947-10-35","is_oa":true,"landing_page_url":"https://doi.org/10.1186/1472-6947-10-35","pdf_url":"https://bmcmedinformdecismak.biomedcentral.com/counter/pdf/10.1186/1472-6947-10-35","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/counter/pdf/10.1186/1472-6947-10-35","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5022468464","display_name":"Karen Tu","orcid":"https://orcid.org/0000-0003-0883-4934"},"institutions":[{"id":"https://openalex.org/I4210147079","display_name":"Institute for Clinical Evaluative Sciences","ror":"https://ror.org/05p6rhy72","country_code":"CA","type":"nonprofit","lineage":["https://openalex.org/I4210147079"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Karen Tu","raw_affiliation_strings":["Institute for Clinical Evaluative Sciences G106, Toronto, Ontario, M4N 3M5, Canada. karen.tu@ices.on.ca","Institute for Clinical Evaluative Sciences (ICES) G106, 2075 Bayview Avenue, Toronto, Ontario, M4N 3M5, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute for Clinical Evaluative Sciences G106, Toronto, Ontario, M4N 3M5, Canada. karen.tu@ices.on.ca","institution_ids":["https://openalex.org/I4210147079"]},{"raw_affiliation_string":"Institute for Clinical Evaluative Sciences (ICES) G106, 2075 Bayview Avenue, Toronto, Ontario, M4N 3M5, Canada","institution_ids":["https://openalex.org/I4210147079"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061752471","display_name":"Julie Klein-Geltink","orcid":null},"institutions":[{"id":"https://openalex.org/I4210147079","display_name":"Institute for Clinical Evaluative Sciences","ror":"https://ror.org/05p6rhy72","country_code":"CA","type":"nonprofit","lineage":["https://openalex.org/I4210147079"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Julie Klein-Geltink","raw_affiliation_strings":["Institute for Clinical Evaluative Sciences (ICES) G106, 2075 Bayview Avenue, Toronto, Ontario, M4N 3M5, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute for Clinical Evaluative Sciences (ICES) G106, 2075 Bayview Avenue, Toronto, Ontario, M4N 3M5, Canada","institution_ids":["https://openalex.org/I4210147079"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112178686","display_name":"Tezeta Mitiku","orcid":null},"institutions":[{"id":"https://openalex.org/I4210147079","display_name":"Institute for Clinical Evaluative Sciences","ror":"https://ror.org/05p6rhy72","country_code":"CA","type":"nonprofit","lineage":["https://openalex.org/I4210147079"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Tezeta F Mitiku","raw_affiliation_strings":["Institute for Clinical Evaluative Sciences (ICES) G106, 2075 Bayview Avenue, Toronto, Ontario, M4N 3M5, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute for Clinical Evaluative Sciences (ICES) G106, 2075 Bayview Avenue, Toronto, Ontario, M4N 3M5, Canada","institution_ids":["https://openalex.org/I4210147079"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050272415","display_name":"Chiriac Mihai","orcid":null},"institutions":[{"id":"https://openalex.org/I4210147079","display_name":"Institute for Clinical Evaluative Sciences","ror":"https://ror.org/05p6rhy72","country_code":"CA","type":"nonprofit","lineage":["https://openalex.org/I4210147079"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Chiriac Mihai","raw_affiliation_strings":["Institute for Clinical Evaluative Sciences (ICES) G106, 2075 Bayview Avenue, Toronto, Ontario, M4N 3M5, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute for Clinical Evaluative Sciences (ICES) G106, 2075 Bayview Avenue, Toronto, Ontario, M4N 3M5, Canada","institution_ids":["https://openalex.org/I4210147079"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5112758595","display_name":"Joel Martin","orcid":null},"institutions":[{"id":"https://openalex.org/I4210159778","display_name":"National Research Council Canada","ror":"https://ror.org/04mte1k06","country_code":"CA","type":"government","lineage":["https://openalex.org/I4210159778"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Joel Martin","raw_affiliation_strings":["Institute for Information Technology, National Research Council, 1200 Montreal Road, Ottawa, Ontario, K1A 0R6, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute for Information Technology, National Research Council, 1200 Montreal Road, Ottawa, Ontario, K1A 0R6, Canada","institution_ids":["https://openalex.org/I4210159778"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5022468464"],"corresponding_institution_ids":["https://openalex.org/I4210147079"],"apc_list":{"value":1570,"currency":"GBP","value_usd":1925},"apc_paid":{"value":1570,"currency":"GBP","value_usd":1925},"fwci":7.1341,"has_fulltext":true,"cited_by_count":28,"citation_normalized_percentile":{"value":0.96728291,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"10","issue":"1","first_page":"35","last_page":"35"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10350","display_name":"Electronic Health Records Systems","score":0.7937999963760376,"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/T10350","display_name":"Electronic Health Records Systems","score":0.7937999963760376,"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/T11819","display_name":"Data-Driven Disease Surveillance","score":0.051600001752376556,"subfield":{"id":"https://openalex.org/subfields/2713","display_name":"Epidemiology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T13702","display_name":"Machine Learning in Healthcare","score":0.019999999552965164,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/medical-record","display_name":"Medical record","score":0.6422817707061768},{"id":"https://openalex.org/keywords/text-messaging","display_name":"Text messaging","score":0.593461811542511},{"id":"https://openalex.org/keywords/protected-health-information","display_name":"Protected health information","score":0.5616801977157593},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.5326634645462036},{"id":"https://openalex.org/keywords/health-informatics","display_name":"Health informatics","score":0.5197786688804626},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4838756322860718},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.47883108258247375},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.4432758688926697},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.42575493454933167},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.4032670855522156},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.19259420037269592},{"id":"https://openalex.org/keywords/public-health","display_name":"Public health","score":0.14911624789237976},{"id":"https://openalex.org/keywords/nursing","display_name":"Nursing","score":0.1225557029247284},{"id":"https://openalex.org/keywords/health-policy","display_name":"Health policy","score":0.0891028344631195}],"concepts":[{"id":"https://openalex.org/C195910791","wikidata":"https://www.wikidata.org/wiki/Q1324077","display_name":"Medical record","level":2,"score":0.6422817707061768},{"id":"https://openalex.org/C3018949938","wikidata":"https://www.wikidata.org/wiki/Q17166101","display_name":"Text messaging","level":2,"score":0.593461811542511},{"id":"https://openalex.org/C133652896","wikidata":"https://www.wikidata.org/wiki/Q7251300","display_name":"Protected health information","level":5,"score":0.5616801977157593},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.5326634645462036},{"id":"https://openalex.org/C145642194","wikidata":"https://www.wikidata.org/wiki/Q870895","display_name":"Health informatics","level":3,"score":0.5197786688804626},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4838756322860718},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.47883108258247375},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.4432758688926697},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.42575493454933167},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.4032670855522156},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.19259420037269592},{"id":"https://openalex.org/C138816342","wikidata":"https://www.wikidata.org/wiki/Q189603","display_name":"Public health","level":2,"score":0.14911624789237976},{"id":"https://openalex.org/C159110408","wikidata":"https://www.wikidata.org/wiki/Q121176","display_name":"Nursing","level":1,"score":0.1225557029247284},{"id":"https://openalex.org/C47344431","wikidata":"https://www.wikidata.org/wiki/Q1519812","display_name":"Health policy","level":3,"score":0.0891028344631195},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0},{"id":"https://openalex.org/C147268084","wikidata":"https://www.wikidata.org/wiki/Q5635796","display_name":"HRHIS","level":4,"score":0.0}],"mesh":[{"descriptor_ui":"D003219","descriptor_name":"Confidentiality","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D003219","descriptor_name":"Confidentiality","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D003219","descriptor_name":"Confidentiality","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D006123","descriptor_name":"Group Practice","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006123","descriptor_name":"Group Practice","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006123","descriptor_name":"Group Practice","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":"D008498","descriptor_name":"Medical Record Linkage","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D008498","descriptor_name":"Medical Record Linkage","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D008498","descriptor_name":"Medical Record Linkage","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D008498","descriptor_name":"Medical Record Linkage","qualifier_ui":"Q000592","qualifier_name":"standards","is_major_topic":false},{"descriptor_ui":"D008498","descriptor_name":"Medical Record Linkage","qualifier_ui":"Q000592","qualifier_name":"standards","is_major_topic":false},{"descriptor_ui":"D008498","descriptor_name":"Medical Record Linkage","qualifier_ui":"Q000592","qualifier_name":"standards","is_major_topic":false},{"descriptor_ui":"D009864","descriptor_name":"Ontario","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009864","descriptor_name":"Ontario","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009864","descriptor_name":"Ontario","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D010355","descriptor_name":"Patient Identification Systems","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D010355","descriptor_name":"Patient Identification Systems","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D010355","descriptor_name":"Patient Identification Systems","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D010363","descriptor_name":"Pattern Recognition, Automated","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D010363","descriptor_name":"Pattern Recognition, Automated","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D010363","descriptor_name":"Pattern Recognition, Automated","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011320","descriptor_name":"Primary Health Care","qualifier_ui":"Q000458","qualifier_name":"organization & administration","is_major_topic":false},{"descriptor_ui":"D011320","descriptor_name":"Primary Health Care","qualifier_ui":"Q000458","qualifier_name":"organization & administration","is_major_topic":false},{"descriptor_ui":"D011320","descriptor_name":"Primary Health Care","qualifier_ui":"Q000458","qualifier_name":"organization & administration","is_major_topic":false},{"descriptor_ui":"D012637","descriptor_name":"Security Measures","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012637","descriptor_name":"Security Measures","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012637","descriptor_name":"Security Measures","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},{"descriptor_ui":"D012984","descriptor_name":"Software","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":6,"locations":[{"id":"doi:10.1186/1472-6947-10-35","is_oa":true,"landing_page_url":"https://doi.org/10.1186/1472-6947-10-35","pdf_url":"https://bmcmedinformdecismak.biomedcentral.com/counter/pdf/10.1186/1472-6947-10-35","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:20565894","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/20565894","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:utoronto.scholaris.ca:1807/84198","is_oa":true,"landing_page_url":"http://hdl.handle.net/1807/84198","pdf_url":"https://utoronto.scholaris.ca/bitstreams/3d044872-49d2-47b4-8298-b2ab1d750043/download","source":{"id":"https://openalex.org/S7407055458","display_name":"TSpace","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Article"},{"id":"pmh:oai:doaj.org/article:fb456d389e3e45efacc9f2157e966e28","is_oa":false,"landing_page_url":"https://doaj.org/article/fb456d389e3e45efacc9f2157e966e28","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"BMC Medical Informatics and Decision Making, Vol 10, Iss 1, p 35 (2010)","raw_type":"article"},{"id":"pmh:oai:localhost:1807/84198","is_oa":false,"landing_page_url":"http://doi.org/10.1186/1472-6947-10-35","pdf_url":null,"source":{"id":"https://openalex.org/S4306400261","display_name":"TSpace (University of Toronto)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I185261750","host_organization_name":"University of Toronto","host_organization_lineage":["https://openalex.org/I185261750"],"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:2907300","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/2907300","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:10.1186/1472-6947-10-35","is_oa":true,"landing_page_url":"https://doi.org/10.1186/1472-6947-10-35","pdf_url":"https://bmcmedinformdecismak.biomedcentral.com/counter/pdf/10.1186/1472-6947-10-35","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":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320319918","display_name":"York University","ror":"https://ror.org/05fq50484"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2148059418.pdf","grobid_xml":"https://content.openalex.org/works/W2148059418.grobid-xml"},"referenced_works_count":22,"referenced_works":["https://openalex.org/W154076710","https://openalex.org/W302317711","https://openalex.org/W1262131959","https://openalex.org/W1482032864","https://openalex.org/W1495467465","https://openalex.org/W1540056032","https://openalex.org/W1558796178","https://openalex.org/W1863940422","https://openalex.org/W1995228216","https://openalex.org/W2007894602","https://openalex.org/W2083198561","https://openalex.org/W2101135401","https://openalex.org/W2128004504","https://openalex.org/W2133362931","https://openalex.org/W2136479743","https://openalex.org/W2140663467","https://openalex.org/W2156061936","https://openalex.org/W2160987310","https://openalex.org/W3132186272","https://openalex.org/W3135424305","https://openalex.org/W4230722969","https://openalex.org/W4234664880"],"related_works":["https://openalex.org/W2336574202","https://openalex.org/W34655408","https://openalex.org/W2008068951","https://openalex.org/W1998390576","https://openalex.org/W2419607224","https://openalex.org/W2073049589","https://openalex.org/W2947806815","https://openalex.org/W4317553723","https://openalex.org/W2605410392","https://openalex.org/W2184224772"],"abstract_inverted_index":{"BACKGROUND:":[0],"Electronic":[1],"medical":[2,166],"records":[3,81,102,118,157,253],"(EMRs)":[4],"represent":[5],"a":[6,75,95,120,126,183],"potentially":[7],"rich":[8],"source":[9,52],"of":[10,42,78,98,149,185,188,191,194,198,205,210,215,220,226],"health":[11,168],"information":[12],"for":[13,30,38,58,62,136,230],"research":[14],"but":[15],"the":[16,39,71,130,137,142,150,177,231],"free-text":[17,80,100,117,156,249],"in":[18,111,125],"EMRs":[19],"often":[20],"contains":[21],"identifying":[22],"information.":[23],"While":[24],"de-identification":[25,53],"tools":[26],"have":[27,33],"been":[28,34],"developed":[29,35,70],"free-text,":[31],"none":[32],"or":[36],"tested":[37,88],"full":[40],"range":[41],"primary":[43,65,250],"care":[44,66,251],"EMR":[45,67,101,252],"data":[46],"METHODS:":[47],"We":[48,69,140,174],"used":[49,135],"deid":[50,240],"open":[51],"software":[54],"and":[55,86,115,147,161,170,196,207,212,217,222,224,228,233],"modified":[56,72,151,178,244],"it":[57,89],"an":[59],"Ontario":[60],"context":[61],"use":[63],"on":[64,74,90],"data.":[68],"program":[73,180,241],"training":[76,138,179],"set":[77],"1000":[79],"from":[82,94,103,107,119],"one":[83],"group":[84,121,131],"practice":[85,122,132],"then":[87],"two":[91],"validation":[92,235],"sets":[93,202,236],"random":[96],"sample":[97],"700":[99],"17":[104],"different":[105,109,113,127],"physicians":[106],"7":[108],"practices":[110],"5":[112],"cities":[114],"500":[116],"that":[123,133,176],"was":[124,134],"city":[128],"than":[129],"set.":[139],"measured":[141],"sensitivity/recall,":[143],"precision,":[144],"specificity,":[145],"accuracy":[146,193],"F-measure":[148,197],"tool":[152],"against":[153],"manually":[154],"tagged":[155],"to":[158,245],"remove":[159],"patient":[160],"physician":[162],"names,":[163],"locations,":[164],"addresses,":[165],"record,":[167],"card":[169],"telephone":[171],"numbers.":[172],"RESULTS:":[173],"found":[175],"performed":[181],"with":[182],"sensitivity":[184],"88.3%,":[186],"specificity":[187],"91.4%,":[189],"precision":[190],"91.3%,":[192],"89.9%":[195],"0.90.":[199],"The":[200,239],"validations":[201],"had":[203],"sensitivities":[204],"86.7%":[206],"80.2%,":[208],"specificities":[209],"91.4%":[211],"87.7%,":[213],"precisions":[214],"91.1%":[216],"87.4%,":[218],"accuracies":[219],"89.0%":[221],"83.8%":[223],"F-measures":[225],"0.89":[227],"0.84":[229],"first":[232],"second":[234],"respectively.":[237],"CONCLUSION:":[238],"can":[242],"be":[243],"reasonably":[246],"accurately":[247],"de-identify":[248],"while":[254],"preserving":[255],"clinical":[256],"content.":[257]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":2},{"year":2016,"cited_by_count":3},{"year":2015,"cited_by_count":5},{"year":2014,"cited_by_count":1},{"year":2013,"cited_by_count":5},{"year":2012,"cited_by_count":3}],"updated_date":"2026-05-06T08:25:59.206177","created_date":"2025-10-10T00:00:00"}
