{"id":"https://openalex.org/W2118948764","doi":"https://doi.org/10.1177/1352458514538334","title":"Identifying individuals with multiple sclerosis in an electronic medical record","display_name":"Identifying individuals with multiple sclerosis in an electronic medical record","publication_year":2014,"publication_date":"2014-06-12","ids":{"openalex":"https://openalex.org/W2118948764","doi":"https://doi.org/10.1177/1352458514538334","mag":"2118948764","pmid":"https://pubmed.ncbi.nlm.nih.gov/24948683"},"language":"en","primary_location":{"id":"doi:10.1177/1352458514538334","doi":"https://doi.org/10.1177/1352458514538334","is_oa":false,"landing_page_url":"https://doi.org/10.1177/1352458514538334","pdf_url":null,"source":{"id":"https://openalex.org/S136332993","display_name":"Multiple Sclerosis Journal","issn_l":"1352-4585","issn":["1352-4585","1477-0970"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","dongbi-a","doyens","jufo-2","ki-jl-1","medline","norway-1","poland-100","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320017","host_organization_name":"SAGE Publishing","host_organization_lineage":["https://openalex.org/P4310320017"],"host_organization_lineage_names":["SAGE Publishing"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Multiple Sclerosis Journal","raw_type":"journal-article"},"volume":null,"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5079021412","display_name":"Kristen M. Krysko","orcid":"https://orcid.org/0000-0003-0090-597X","observed_orcids":["https://orcid.org/0000-0003-0090-597X"]},"institutions":[{"id":"https://openalex.org/I185261750","display_name":"University of Toronto","ror":"https://ror.org/03dbr7087","country_code":"CA","type":"education","lineage":["https://openalex.org/I185261750"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Kristen M Krysko","raw_affiliation_strings":["University of Toronto, Toronto, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Toronto, Toronto, Canada","institution_ids":["https://openalex.org/I185261750"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039250646","display_name":"Noah Michael Ivers","orcid":"https://orcid.org/0000-0003-2500-2435","observed_orcids":["https://orcid.org/0000-0003-2500-2435"]},"institutions":[{"id":"https://openalex.org/I185261750","display_name":"University of Toronto","ror":"https://ror.org/03dbr7087","country_code":"CA","type":"education","lineage":["https://openalex.org/I185261750"]},{"id":"https://openalex.org/I2801816099","display_name":"Women's College Hospital","ror":"https://ror.org/03cw63y62","country_code":"CA","type":"healthcare","lineage":["https://openalex.org/I2801816099"]},{"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":"Noah M Ivers","raw_affiliation_strings":["Institute for Clinical Evaluative Sciences (ICES), Toronto, Canada/University of Toronto, Canada/Women\u2019s College Hospital, Toronto, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute for Clinical Evaluative Sciences (ICES), Toronto, Canada/University of Toronto, Canada/Women\u2019s College Hospital, Toronto, Canada","institution_ids":["https://openalex.org/I185261750","https://openalex.org/I2801816099","https://openalex.org/I4210147079"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103044921","display_name":"Jacqueline Young","orcid":"https://orcid.org/0000-0003-0994-1934","observed_orcids":["https://orcid.org/0000-0003-0994-1934"]},"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":"Jacqueline Young","raw_affiliation_strings":["Institute for Clinical Evaluative Sciences (ICES), Toronto, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute for Clinical Evaluative Sciences (ICES), Toronto, Canada","institution_ids":["https://openalex.org/I4210147079"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101430842","display_name":"Paul W O'Connor","orcid":"https://orcid.org/0000-0002-5632-8385","observed_orcids":["https://orcid.org/0000-0002-5632-8385"]},"institutions":[{"id":"https://openalex.org/I1297363086","display_name":"St. Michael's Hospital","ror":"https://ror.org/04skqfp25","country_code":"CA","type":"healthcare","lineage":["https://openalex.org/I1297363086","https://openalex.org/I4399598460"]},{"id":"https://openalex.org/I185261750","display_name":"University of Toronto","ror":"https://ror.org/03dbr7087","country_code":"CA","type":"education","lineage":["https://openalex.org/I185261750"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Paul O\u2019Connor","raw_affiliation_strings":["University of Toronto, Canada/St. Michael\u2019s Hospital, Toronto, Canada","University of Toronto, Canada/St. Michael's Hospital, Toronto, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Toronto, Canada/St. Michael\u2019s Hospital, Toronto, Canada","institution_ids":["https://openalex.org/I1297363086","https://openalex.org/I185261750"]},{"raw_affiliation_string":"University of Toronto, Canada/St. Michael's Hospital, Toronto, Canada","institution_ids":["https://openalex.org/I1297363086","https://openalex.org/I185261750"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5022468464","display_name":"Karen Tu","orcid":"https://orcid.org/0000-0003-0883-4934","observed_orcids":["https://orcid.org/0000-0003-0883-4934"]},"institutions":[{"id":"https://openalex.org/I1325899441","display_name":"University Health Network","ror":"https://ror.org/042xt5161","country_code":"CA","type":"healthcare","lineage":["https://openalex.org/I1325899441"]},{"id":"https://openalex.org/I185261750","display_name":"University of Toronto","ror":"https://ror.org/03dbr7087","country_code":"CA","type":"education","lineage":["https://openalex.org/I185261750"]},{"id":"https://openalex.org/I2799337515","display_name":"Toronto Western Hospital","ror":"https://ror.org/03qv8yq19","country_code":"CA","type":"healthcare","lineage":["https://openalex.org/I1325899441","https://openalex.org/I2799337515"]},{"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":"Karen Tu","raw_affiliation_strings":["Institute for Clinical Evaluative Sciences (ICES), Toronto, Canada/University of Toronto, Canada/Toronto Western Hospital Family Health Team, University Health Network, Toronto, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute for Clinical Evaluative Sciences (ICES), Toronto, Canada/University of Toronto, Canada/Toronto Western Hospital Family Health Team, University Health Network, Toronto, Canada","institution_ids":["https://openalex.org/I1325899441","https://openalex.org/I185261750","https://openalex.org/I2799337515","https://openalex.org/I4210147079"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":4400,"currency":"USD","value_usd":4400},"apc_paid":null,"fwci":5.0806,"has_fulltext":false,"cited_by_count":35,"citation_normalized_percentile":{"value":0.94798325,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"21","issue":"2","first_page":"217","last_page":"224"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14400","display_name":"Medical Coding and Health Information","score":0.6898999810218811,"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":0.6898999810218811,"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/T10137","display_name":"Multiple Sclerosis Research Studies","score":0.17810000479221344,"subfield":{"id":"https://openalex.org/subfields/2734","display_name":"Pathology and Forensic Medicine"},"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/T10350","display_name":"Electronic Health Records Systems","score":0.07580000162124634,"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/multiple-sclerosis","display_name":"multiple sclerosis","score":1.0},{"id":"https://openalex.org/keywords/electronic-health-records","display_name":"electronic health records","score":0.9449999928474426},{"id":"https://openalex.org/keywords/patient-identification-algorithm","display_name":"patient identification algorithm","score":0.7400000095367432},{"id":"https://openalex.org/keywords/primary-care","display_name":"primary care","score":0.597000002861023},{"id":"https://openalex.org/keywords/quality-of-care","display_name":"quality of care","score":0.6850000023841858},{"id":"https://openalex.org/keywords/cohort-identification","display_name":"cohort identification","score":0.8309999704360962}],"concepts":[{"id":"https://openalex.org/C195910791","wikidata":"https://www.wikidata.org/wiki/Q1324077","display_name":"Medical record","level":2,"score":0.6963105201721191},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.6913974285125732},{"id":"https://openalex.org/C2426938","wikidata":"https://www.wikidata.org/wiki/Q3355478","display_name":"Medical prescription","level":2,"score":0.6828259825706482},{"id":"https://openalex.org/C3018060332","wikidata":"https://www.wikidata.org/wiki/Q10871684","display_name":"Electronic medical record","level":2,"score":0.5849344730377197},{"id":"https://openalex.org/C45827449","wikidata":"https://www.wikidata.org/wiki/Q5270338","display_name":"Diagnosis code","level":3,"score":0.5795900225639343},{"id":"https://openalex.org/C2779473830","wikidata":"https://www.wikidata.org/wiki/Q1540899","display_name":"MEDLINE","level":2,"score":0.4818521738052368},{"id":"https://openalex.org/C512399662","wikidata":"https://www.wikidata.org/wiki/Q3505712","display_name":"Family medicine","level":1,"score":0.45688682794570923},{"id":"https://openalex.org/C190812933","wikidata":"https://www.wikidata.org/wiki/Q28923","display_name":"Chart","level":2,"score":0.4348929524421692},{"id":"https://openalex.org/C545542383","wikidata":"https://www.wikidata.org/wiki/Q2751242","display_name":"Medical emergency","level":1,"score":0.36590155959129333},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.12770569324493408},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.10885685682296753},{"id":"https://openalex.org/C159110408","wikidata":"https://www.wikidata.org/wiki/Q121176","display_name":"Nursing","level":1,"score":0.09571477770805359},{"id":"https://openalex.org/C99454951","wikidata":"https://www.wikidata.org/wiki/Q932068","display_name":"Environmental health","level":1,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0}],"mesh":[{"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":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","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":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008498","descriptor_name":"Medical Record Linkage","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008498","descriptor_name":"Medical Record Linkage","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008498","descriptor_name":"Medical Record Linkage","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":"D009103","descriptor_name":"Multiple Sclerosis","qualifier_ui":"Q000453","qualifier_name":"epidemiology","is_major_topic":false},{"descriptor_ui":"D009103","descriptor_name":"Multiple Sclerosis","qualifier_ui":"Q000453","qualifier_name":"epidemiology","is_major_topic":false},{"descriptor_ui":"D009103","descriptor_name":"Multiple Sclerosis","qualifier_ui":"Q000453","qualifier_name":"epidemiology","is_major_topic":false},{"descriptor_ui":"D009864","descriptor_name":"Ontario","qualifier_ui":"Q000453","qualifier_name":"epidemiology","is_major_topic":false},{"descriptor_ui":"D009864","descriptor_name":"Ontario","qualifier_ui":"Q000453","qualifier_name":"epidemiology","is_major_topic":false},{"descriptor_ui":"D009864","descriptor_name":"Ontario","qualifier_ui":"Q000453","qualifier_name":"epidemiology","is_major_topic":false},{"descriptor_ui":"D011307","descriptor_name":"Drug Prescriptions","qualifier_ui":"Q000706","qualifier_name":"statistics & numerical data","is_major_topic":false},{"descriptor_ui":"D011307","descriptor_name":"Drug Prescriptions","qualifier_ui":"Q000706","qualifier_name":"statistics & numerical data","is_major_topic":false},{"descriptor_ui":"D011307","descriptor_name":"Drug Prescriptions","qualifier_ui":"Q000706","qualifier_name":"statistics & numerical data","is_major_topic":false},{"descriptor_ui":"D011320","descriptor_name":"Primary Health Care","qualifier_ui":"Q000706","qualifier_name":"statistics & numerical data","is_major_topic":false},{"descriptor_ui":"D011320","descriptor_name":"Primary Health Care","qualifier_ui":"Q000706","qualifier_name":"statistics & numerical data","is_major_topic":false},{"descriptor_ui":"D011320","descriptor_name":"Primary Health Care","qualifier_ui":"Q000706","qualifier_name":"statistics & numerical data","is_major_topic":false},{"descriptor_ui":"D012680","descriptor_name":"Sensitivity and Specificity","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012680","descriptor_name":"Sensitivity and Specificity","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012680","descriptor_name":"Sensitivity and Specificity","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D057286","descriptor_name":"Electronic Health Records","qualifier_ui":"Q000706","qualifier_name":"statistics & numerical data","is_major_topic":false},{"descriptor_ui":"D057286","descriptor_name":"Electronic Health Records","qualifier_ui":"Q000706","qualifier_name":"statistics & numerical data","is_major_topic":false},{"descriptor_ui":"D057286","descriptor_name":"Electronic Health Records","qualifier_ui":"Q000706","qualifier_name":"statistics & numerical data","is_major_topic":false}],"locations_count":2,"locations":[{"id":"doi:10.1177/1352458514538334","doi":"https://doi.org/10.1177/1352458514538334","is_oa":false,"landing_page_url":"https://doi.org/10.1177/1352458514538334","pdf_url":null,"source":{"id":"https://openalex.org/S136332993","display_name":"Multiple Sclerosis Journal","issn_l":"1352-4585","issn":["1352-4585","1477-0970"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","dongbi-a","doyens","jufo-2","ki-jl-1","medline","norway-1","poland-100","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320017","host_organization_name":"SAGE Publishing","host_organization_lineage":["https://openalex.org/P4310320017"],"host_organization_lineage_names":["SAGE Publishing"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Multiple Sclerosis Journal","raw_type":"journal-article"},{"id":"pmid:24948683","doi":null,"is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/24948683","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,"listed_in":[],"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":"Multiple sclerosis (Houndmills, Basingstoke, England)","raw_type":"Journal Article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.9763000011444092,"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3"}],"sustainable_development_goals_aurora":[],"study_designs":[],"awards":[{"id":"https://openalex.org/G2172590380","display_name":null,"funder_award_id":"126257","funder_id":"https://openalex.org/F4320334506","funder_display_name":"Canadian Institutes of Health Research"}],"funders":[{"id":"https://openalex.org/F4320334506","display_name":"Canadian Institutes of Health Research","ror":"https://ror.org/01gavpb45"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W58804258","https://openalex.org/W194510229","https://openalex.org/W1494191199","https://openalex.org/W1970720216","https://openalex.org/W1972538283","https://openalex.org/W1977351707","https://openalex.org/W1978884830","https://openalex.org/W2001781527","https://openalex.org/W2001927748","https://openalex.org/W2011332759","https://openalex.org/W2012420892","https://openalex.org/W2026508776","https://openalex.org/W2047439558","https://openalex.org/W2058530447","https://openalex.org/W2074738783","https://openalex.org/W2087709248","https://openalex.org/W2090193300","https://openalex.org/W2105865849","https://openalex.org/W2122545833","https://openalex.org/W2126975968","https://openalex.org/W2155915043","https://openalex.org/W2217950808","https://openalex.org/W2258148286"],"related_works":["https://openalex.org/W2091636677","https://openalex.org/W2988460333","https://openalex.org/W2381274092","https://openalex.org/W2385306558","https://openalex.org/W2371025015","https://openalex.org/W4205272636","https://openalex.org/W2368805154","https://openalex.org/W2390540328","https://openalex.org/W2348999072","https://openalex.org/W2941400566"],"abstract_inverted_index":{"BACKGROUND:":[0],"The":[1,77,122],"increasing":[2],"use":[3],"of":[4,18,43,67,79,124,150,185,196],"electronic":[5],"medical":[6],"records":[7],"(EMRs)":[8],"presents":[9],"an":[10,29,85,155],"opportunity":[11],"to":[12,27,31,145,160,182,193],"efficiently":[13],"evaluate":[14],"and":[15,98,119,129,174],"improve":[16],"quality":[17,195],"care":[19,50,191],"for":[20,126,171],"individuals":[21,33,69,81],"with":[22,34,70,82,112,147,164],"MS.":[23,165],"OBJECTIVES:":[24],"We":[25,39],"aimed":[26],"establish":[28],"algorithm":[30,104],"identify":[32,162,183],"MS":[35,71,83,106,186],"within":[36,137,154],"EMRs.":[37],"METHODS:":[38],"used":[40,134,159],"a":[41,148],"sample":[42],"73,003":[44],"adult":[45],"patients":[46,163,187],"from":[47],"83":[48],"primary":[49,190],"physicians":[51],"in":[52,84,91,107,188],"Ontario":[53],"using":[54,89],"the":[55,92,108,143,180,189],"Electronic":[56],"Medical":[57],"Record":[58],"Administrative":[59],"data":[60],"Linked":[61],"Database":[62],"(EMRALD).":[63],"A":[64],"reference":[65],"standard":[66],"247":[68],"was":[72,87],"identified":[73],"through":[74],"chart":[75],"abstraction.":[76],"accuracy":[78],"identifying":[80,105],"EMR":[86,156],"assessed":[88],"information":[90],"cumulative":[93],"patient":[94],"profile":[95],"(CPP),":[96],"prescriptions":[97,125],"physician":[99,130],"billing":[100,131],"codes.":[101],"RESULTS:":[102],"An":[103],"CPP":[109],"performed":[110],"well":[111],"91.5%":[113],"sensitivity,":[114],"100%":[115,120],"specificity,":[116],"98.7%":[117],"PPV":[118,149],"NPV.":[121],"addition":[123],"MS-specific":[127],"medications":[128],"code":[132],"340":[133],"four":[135],"times":[136],"any":[138],"12-month":[139],"timeframe":[140],"slightly":[141],"improved":[142],"sensitivity":[144],"92.3%":[146],"97.9%.":[151],"CONCLUSIONS:":[152],"Data":[153],"can":[157],"be":[158],"accurately":[161],"This":[166],"study":[167],"has":[168],"positive":[169],"implications":[170],"clinicians,":[172],"researchers":[173],"policy":[175],"makers":[176],"as":[177],"it":[178],"provides":[179],"potential":[181],"cohorts":[184],"setting":[192],"examine":[194],"care.":[197]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":4},{"year":2018,"cited_by_count":6},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":4},{"year":2015,"cited_by_count":2},{"year":2014,"cited_by_count":1}],"updated_date":"2026-10-14T16:39:01.820549","created_date":"2025-10-10T00:00:00"}
