{"id":"https://openalex.org/W2940021295","doi":"https://doi.org/10.1093/jamia/ocz020","title":"Successful deployment of drug-disease interaction clinical decision support across multiple Kaiser Permanente regions","display_name":"Successful deployment of drug-disease interaction clinical decision support across multiple Kaiser Permanente regions","publication_year":2019,"publication_date":"2019-01-31","ids":{"openalex":"https://openalex.org/W2940021295","doi":"https://doi.org/10.1093/jamia/ocz020","mag":"2940021295","pmid":"https://pubmed.ncbi.nlm.nih.gov/30986823"},"language":"en","primary_location":{"id":"doi:10.1093/jamia/ocz020","is_oa":false,"landing_page_url":"https://doi.org/10.1093/jamia/ocz020","pdf_url":null,"source":{"id":"https://openalex.org/S129839026","display_name":"Journal of the American Medical Informatics Association","issn_l":"1067-5027","issn":["1067-5027","1527-974X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of the American Medical Informatics Association","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/7647201","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5019498459","display_name":"J Bubp","orcid":null},"institutions":[{"id":"https://openalex.org/I4210132321","display_name":"First Data (United States)","ror":"https://ror.org/047q85d05","country_code":"US","type":"company","lineage":["https://openalex.org/I4210132321"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Jeff L Bubp","raw_affiliation_strings":["Clinical Editorial, First Databank Inc, South San Francisco, California, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Clinical Editorial, First Databank Inc, South San Francisco, California, USA","institution_ids":["https://openalex.org/I4210132321"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047473467","display_name":"Michelle A Park","orcid":null},"institutions":[{"id":"https://openalex.org/I1343052199","display_name":"Kaiser Permanente","ror":"https://ror.org/00t60zh31","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I1343052199"]},{"id":"https://openalex.org/I2802089456","display_name":"Analytical Services","ror":"https://ror.org/04g2rbh88","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I2802089456"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Michelle A Park","raw_affiliation_strings":["National Pharmacy Informatics and Analytical Services, Kaiser Permanente, Downey, California, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Pharmacy Informatics and Analytical Services, Kaiser Permanente, Downey, California, USA","institution_ids":["https://openalex.org/I2802089456","https://openalex.org/I1343052199"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022517224","display_name":"Joan Kapusnik-Uner","orcid":null},"institutions":[{"id":"https://openalex.org/I4210132321","display_name":"First Data (United States)","ror":"https://ror.org/047q85d05","country_code":"US","type":"company","lineage":["https://openalex.org/I4210132321"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Joan Kapusnik-Uner","raw_affiliation_strings":["Clinical Editorial, First Databank Inc, South San Francisco, California, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Clinical Editorial, First Databank Inc, South San Francisco, California, USA","institution_ids":["https://openalex.org/I4210132321"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108557569","display_name":"Thong Q. Dang","orcid":null},"institutions":[{"id":"https://openalex.org/I1343052199","display_name":"Kaiser Permanente","ror":"https://ror.org/00t60zh31","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I1343052199"]},{"id":"https://openalex.org/I2802089456","display_name":"Analytical Services","ror":"https://ror.org/04g2rbh88","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I2802089456"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Thong Dang","raw_affiliation_strings":["National Pharmacy Informatics and Analytical Services, Kaiser Permanente, Downey, California, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Pharmacy Informatics and Analytical Services, Kaiser Permanente, Downey, California, USA","institution_ids":["https://openalex.org/I2802089456","https://openalex.org/I1343052199"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008733775","display_name":"Karl Matuszewski","orcid":null},"institutions":[{"id":"https://openalex.org/I4210135907","display_name":"University HealthSystem Consortium","ror":"https://ror.org/03j42gp22","country_code":"US","type":"other","lineage":["https://openalex.org/I4210135907"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Karl Matuszewski","raw_affiliation_strings":["Vizient University Health System Consortium, AMC Networks-Pharmacy, Supply and Clinical, Chicago, Illinois, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Vizient University Health System Consortium, AMC Networks-Pharmacy, Supply and Clinical, Chicago, Illinois, USA","institution_ids":["https://openalex.org/I4210135907"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051381041","display_name":"Don Ly","orcid":null},"institutions":[{"id":"https://openalex.org/I1343052199","display_name":"Kaiser Permanente","ror":"https://ror.org/00t60zh31","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I1343052199"]},{"id":"https://openalex.org/I2802089456","display_name":"Analytical Services","ror":"https://ror.org/04g2rbh88","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I2802089456"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Don Ly","raw_affiliation_strings":["National Pharmacy Informatics and Analytical Services, Kaiser Permanente, Pleasanton, California, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Pharmacy Informatics and Analytical Services, Kaiser Permanente, Pleasanton, California, USA","institution_ids":["https://openalex.org/I2802089456","https://openalex.org/I1343052199"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102766304","display_name":"Kevin Chiang","orcid":"https://orcid.org/0000-0002-3633-0402"},"institutions":[{"id":"https://openalex.org/I1343052199","display_name":"Kaiser Permanente","ror":"https://ror.org/00t60zh31","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I1343052199"]},{"id":"https://openalex.org/I2802089456","display_name":"Analytical Services","ror":"https://ror.org/04g2rbh88","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I2802089456"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kevin Chiang","raw_affiliation_strings":["National Pharmacy Informatics and Analytical Services, Kaiser Permanente, Downey, California, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Pharmacy Informatics and Analytical Services, Kaiser Permanente, Downey, California, USA","institution_ids":["https://openalex.org/I2802089456","https://openalex.org/I1343052199"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074086972","display_name":"Sek Shia","orcid":null},"institutions":[{"id":"https://openalex.org/I1343052199","display_name":"Kaiser Permanente","ror":"https://ror.org/00t60zh31","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I1343052199"]},{"id":"https://openalex.org/I2802089456","display_name":"Analytical Services","ror":"https://ror.org/04g2rbh88","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I2802089456"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sek Shia","raw_affiliation_strings":["National Pharmacy Informatics and Analytical Services, Kaiser Permanente, Pleasanton, California, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Pharmacy Informatics and Analytical Services, Kaiser Permanente, Pleasanton, California, USA","institution_ids":["https://openalex.org/I2802089456","https://openalex.org/I1343052199"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5016352885","display_name":"Brian Hoberman","orcid":null},"institutions":[{"id":"https://openalex.org/I4210131480","display_name":"Colorado Permanente Medical Group","ror":"https://ror.org/03fakbf87","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210131480"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Brian Hoberman","raw_affiliation_strings":["Technology Leadership, The Permanente Medical Group, Oakland, California, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Technology Leadership, The Permanente Medical Group, Oakland, California, USA","institution_ids":["https://openalex.org/I4210131480"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5019498459"],"corresponding_institution_ids":["https://openalex.org/I4210132321"],"apc_list":{"value":3967,"currency":"USD","value_usd":3967},"apc_paid":null,"fwci":1.9088,"has_fulltext":false,"cited_by_count":12,"citation_normalized_percentile":{"value":0.88849882,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"26","issue":"10","first_page":"905","last_page":"910"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10350","display_name":"Electronic Health Records Systems","score":0.800000011920929,"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":0.800000011920929,"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/T10496","display_name":"Pharmaceutical Practices and Patient Outcomes","score":0.056699998676776886,"subfield":{"id":"https://openalex.org/subfields/2717","display_name":"Geriatrics and Gerontology"},"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":0.03880000114440918,"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/medicine","display_name":"Medicine","score":0.7340980768203735},{"id":"https://openalex.org/keywords/disease","display_name":"Disease","score":0.6000503301620483},{"id":"https://openalex.org/keywords/software-deployment","display_name":"Software deployment","score":0.5270270109176636},{"id":"https://openalex.org/keywords/drug","display_name":"Drug","score":0.509706974029541},{"id":"https://openalex.org/keywords/medical-emergency","display_name":"Medical emergency","score":0.4541747272014618},{"id":"https://openalex.org/keywords/clinical-decision-support-system","display_name":"Clinical decision support system","score":0.42918941378593445},{"id":"https://openalex.org/keywords/disease-surveillance","display_name":"Disease surveillance","score":0.4235081076622009},{"id":"https://openalex.org/keywords/emergency-medicine","display_name":"Emergency medicine","score":0.37414488196372986},{"id":"https://openalex.org/keywords/decision-support-system","display_name":"Decision support system","score":0.2139284908771515},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.16912630200386047},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.16106918454170227},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.1452333629131317},{"id":"https://openalex.org/keywords/pharmacology","display_name":"Pharmacology","score":0.11482107639312744}],"concepts":[{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.7340980768203735},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.6000503301620483},{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.5270270109176636},{"id":"https://openalex.org/C2780035454","wikidata":"https://www.wikidata.org/wiki/Q8386","display_name":"Drug","level":2,"score":0.509706974029541},{"id":"https://openalex.org/C545542383","wikidata":"https://www.wikidata.org/wiki/Q2751242","display_name":"Medical emergency","level":1,"score":0.4541747272014618},{"id":"https://openalex.org/C63527458","wikidata":"https://www.wikidata.org/wiki/Q5133829","display_name":"Clinical decision support system","level":3,"score":0.42918941378593445},{"id":"https://openalex.org/C2776480101","wikidata":"https://www.wikidata.org/wiki/Q3555250","display_name":"Disease surveillance","level":3,"score":0.4235081076622009},{"id":"https://openalex.org/C194828623","wikidata":"https://www.wikidata.org/wiki/Q2861470","display_name":"Emergency medicine","level":1,"score":0.37414488196372986},{"id":"https://openalex.org/C107327155","wikidata":"https://www.wikidata.org/wiki/Q330268","display_name":"Decision support system","level":2,"score":0.2139284908771515},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.16912630200386047},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.16106918454170227},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.1452333629131317},{"id":"https://openalex.org/C98274493","wikidata":"https://www.wikidata.org/wiki/Q128406","display_name":"Pharmacology","level":1,"score":0.11482107639312744},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000071064","descriptor_name":"Alert Fatigue, Health Personnel","qualifier_ui":"Q000517","qualifier_name":"prevention & control","is_major_topic":false},{"descriptor_ui":"D000071064","descriptor_name":"Alert Fatigue, Health Personnel","qualifier_ui":"Q000517","qualifier_name":"prevention & control","is_major_topic":false},{"descriptor_ui":"D000071064","descriptor_name":"Alert Fatigue, Health Personnel","qualifier_ui":"Q000517","qualifier_name":"prevention & control","is_major_topic":false},{"descriptor_ui":"D002140","descriptor_name":"California","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D002140","descriptor_name":"California","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D002140","descriptor_name":"California","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004347","descriptor_name":"Drug Interactions","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004347","descriptor_name":"Drug Interactions","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004347","descriptor_name":"Drug Interactions","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004360","descriptor_name":"Drug Therapy, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D004360","descriptor_name":"Drug Therapy, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D004360","descriptor_name":"Drug Therapy, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"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":"D008508","descriptor_name":"Medication Errors","qualifier_ui":"Q000517","qualifier_name":"prevention & control","is_major_topic":false},{"descriptor_ui":"D008508","descriptor_name":"Medication Errors","qualifier_ui":"Q000517","qualifier_name":"prevention & control","is_major_topic":false},{"descriptor_ui":"D008508","descriptor_name":"Medication Errors","qualifier_ui":"Q000517","qualifier_name":"prevention & control","is_major_topic":false},{"descriptor_ui":"D020000","descriptor_name":"Decision Support Systems, Clinical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D020000","descriptor_name":"Decision Support Systems, Clinical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D020000","descriptor_name":"Decision Support Systems, Clinical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D050316","descriptor_name":"Medical Order Entry Systems","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D050316","descriptor_name":"Medical Order Entry Systems","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D050316","descriptor_name":"Medical Order Entry Systems","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":3,"locations":[{"id":"doi:10.1093/jamia/ocz020","is_oa":false,"landing_page_url":"https://doi.org/10.1093/jamia/ocz020","pdf_url":null,"source":{"id":"https://openalex.org/S129839026","display_name":"Journal of the American Medical Informatics Association","issn_l":"1067-5027","issn":["1067-5027","1527-974X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of the American Medical Informatics Association","raw_type":"journal-article"},{"id":"pmid:30986823","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/30986823","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of the American Medical Informatics Association : JAMIA","raw_type":null},{"id":"pmh:oai:pubmedcentral.nih.gov:7647201","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/7647201","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"J Am Med Inform Assoc","raw_type":"Text"}],"best_oa_location":{"id":"pmh:oai:pubmedcentral.nih.gov:7647201","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/7647201","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"J Am Med Inform Assoc","raw_type":"Text"},"sustainable_development_goals":[{"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3","score":0.6200000047683716}],"awards":[],"funders":[{"id":"https://openalex.org/F4320332163","display_name":"U.S. Food and Drug Administration","ror":"https://ror.org/034xvzb47"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":3,"referenced_works":["https://openalex.org/W2130547542","https://openalex.org/W2131675703","https://openalex.org/W2257575319"],"related_works":["https://openalex.org/W96612179","https://openalex.org/W2770234245","https://openalex.org/W2987774938","https://openalex.org/W2566006169","https://openalex.org/W4256492088","https://openalex.org/W632915154","https://openalex.org/W4229499248","https://openalex.org/W4378874356","https://openalex.org/W2055733372","https://openalex.org/W2369811061"],"abstract_inverted_index":{"OBJECTIVE:":[0],"The":[1,88,132,158],"study":[2,185],"sought":[3],"to":[4,22,44,75,95,107,110,147,170,181],"develop":[5],"a":[6,19,46,162],"criteria-based":[7],"scoring":[8,39,119,190],"tool":[9,40],"for":[10,127,249],"assessing":[11],"drug-disease":[12,47,125,156,188],"knowledge":[13,257],"base":[14],"content":[15],"and":[16,21,50,55,80,113,211],"creation":[17],"of":[18,122,142,154,253],"subset":[20,25,68,90,139,149,159,195,224],"implement":[23],"the":[24,38,66,130,143,148,208,221,247],"across":[26],"multiple":[27],"Kaiser":[28],"Permanente":[29],"(KP)":[30],"regions.":[31],"MATERIALS":[32],"AND":[33],"METHODS:":[34],"In":[35,61],"Phase":[36,62],"I,":[37],"was":[41,85,91,103],"developed,":[42],"used":[43],"create":[45],"alert":[48,67,77,83,89,118,175,189,194,205,238,242,255],"subset,":[49],"validated":[51],"by":[52],"surveying":[53],"physicians":[54],"pharmacists":[56],"from":[57,167,179],"KP":[58,64,98,152,218],"Northern":[59,99,215],"California.":[60,100],"II,":[63],"enabled":[65],"in":[69,72,97,129,151,161,164,192,213,225],"July":[70],"2015":[71,106],"silent":[73],"mode":[74],"collect":[76],"firing":[78],"rates":[79,177],"confirmed":[81],"that":[82,187,196],"burden":[84,239],"adequately":[86],"reduced.":[87],"subsequently":[92],"rolled":[93],"out":[94],"users":[96],"Alert":[101],"data":[102],"collected":[104],"September":[105],"August":[108],"2016":[109],"monitor":[111],"relevancy":[112],"override":[114],"rates.":[115],"RESULTS:":[116],"Drug-disease":[117],"identified":[120],"1211":[121],"4111":[123],"contraindicated":[124],"pairs":[126],"inclusion":[128],"subset.":[131],"survey":[133],"results":[134],"showed":[135],"clinician":[136],"agreement":[137],"with":[138,228],"examples":[140],"92.3%-98.5%":[141],"time.":[144],"Postsurvey":[145],"adjustments":[146],"resulted":[150,160,191],"implementation":[153,212],"1189":[155],"alerts.":[157],"decrease":[163],"monthly":[165,173],"alerts":[166,200],"32":[168],"045":[169],"1168.":[171],"Postimplementation":[172],"physician":[174],"acceptance":[176],"ranged":[178],"20.2%":[180],"29.8%.":[182],"DISCUSSION:":[183],"Our":[184,233],"shows":[186],"an":[193],"generated":[197],"acceptable":[198],"interruptive":[199],"while":[201],"decreasing":[202],"overall":[203],"potential":[204],"burden.":[206],"Following":[207],"initial":[209],"testing":[210],"its":[214],"California":[216],"region,":[217],"successfully":[219],"implemented":[220],"disease":[222],"interaction":[223],"4":[226],"regions":[227,230],"additional":[229],"planned.":[231],"CONCLUSIONS:":[232],"approach":[234],"could":[235],"prevent":[236],"undue":[237],"when":[240],"new":[241],"categories":[243],"are":[244],"implemented,":[245],"circumventing":[246],"need":[248],"trial":[250],"live":[251],"activations":[252],"full":[254],"category":[256],"bases.":[258]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":2}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}