{"id":"https://openalex.org/W4385969026","doi":"https://doi.org/10.1093/jamia/ocad142","title":"Perspectives on implementing models for decision support in clinical care","display_name":"Perspectives on implementing models for decision support in clinical care","publication_year":2023,"publication_date":"2023-08-18","ids":{"openalex":"https://openalex.org/W4385969026","doi":"https://doi.org/10.1093/jamia/ocad142","pmid":"https://pubmed.ncbi.nlm.nih.gov/37593902"},"language":"en","primary_location":{"id":"doi:10.1093/jamia/ocad142","is_oa":false,"landing_page_url":"https://doi.org/10.1093/jamia/ocad142","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://pmc.ncbi.nlm.nih.gov/articles/PMC10436137/pdf/ocad142.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5038579832","display_name":"Suzanne Bakken","orcid":"https://orcid.org/0000-0001-6202-6001"},"institutions":[{"id":"https://openalex.org/I78577930","display_name":"Columbia University","ror":"https://ror.org/00hj8s172","country_code":"US","type":"education","lineage":["https://openalex.org/I78577930"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Suzanne Bakken","raw_affiliation_strings":["School of Nursing, Department of Biomedical Informatics, and Data Science Institute, Columbia University , New York, New York, USA"],"affiliations":[{"raw_affiliation_string":"School of Nursing, Department of Biomedical Informatics, and Data Science Institute, Columbia University , New York, New York, USA","institution_ids":["https://openalex.org/I78577930"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5038579832"],"corresponding_institution_ids":["https://openalex.org/I78577930"],"apc_list":{"value":3967,"currency":"USD","value_usd":3967},"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.1786751,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"30","issue":"9","first_page":"1463","last_page":"1464"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10350","display_name":"Electronic Health Records Systems","score":0.998199999332428,"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":0.998199999332428,"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":0.9955000281333923,"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/T12790","display_name":"Nursing Diagnosis and Documentation","score":0.9944000244140625,"subfield":{"id":"https://openalex.org/subfields/2910","display_name":"Issues, ethics and legal aspects"},"field":{"id":"https://openalex.org/fields/29","display_name":"Nursing"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/library-science","display_name":"Library science","score":0.6025252938270569},{"id":"https://openalex.org/keywords/health-informatics","display_name":"Health informatics","score":0.5892993211746216},{"id":"https://openalex.org/keywords/columbia-university","display_name":"Columbia university","score":0.5371919274330139},{"id":"https://openalex.org/keywords/informatics","display_name":"Informatics","score":0.5314667820930481},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.3789404034614563},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.2712733745574951},{"id":"https://openalex.org/keywords/sociology","display_name":"Sociology","score":0.22699692845344543},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.21976056694984436},{"id":"https://openalex.org/keywords/nursing","display_name":"Nursing","score":0.16278359293937683},{"id":"https://openalex.org/keywords/media-studies","display_name":"Media studies","score":0.09905612468719482},{"id":"https://openalex.org/keywords/public-health","display_name":"Public health","score":0.09230300784111023}],"concepts":[{"id":"https://openalex.org/C161191863","wikidata":"https://www.wikidata.org/wiki/Q199655","display_name":"Library science","level":1,"score":0.6025252938270569},{"id":"https://openalex.org/C145642194","wikidata":"https://www.wikidata.org/wiki/Q870895","display_name":"Health informatics","level":3,"score":0.5892993211746216},{"id":"https://openalex.org/C3018669867","wikidata":"https://www.wikidata.org/wiki/Q49088","display_name":"Columbia university","level":2,"score":0.5371919274330139},{"id":"https://openalex.org/C191630685","wikidata":"https://www.wikidata.org/wiki/Q4027615","display_name":"Informatics","level":2,"score":0.5314667820930481},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.3789404034614563},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.2712733745574951},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.22699692845344543},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.21976056694984436},{"id":"https://openalex.org/C159110408","wikidata":"https://www.wikidata.org/wiki/Q121176","display_name":"Nursing","level":1,"score":0.16278359293937683},{"id":"https://openalex.org/C29595303","wikidata":"https://www.wikidata.org/wiki/Q165650","display_name":"Media studies","level":1,"score":0.09905612468719482},{"id":"https://openalex.org/C138816342","wikidata":"https://www.wikidata.org/wiki/Q189603","display_name":"Public health","level":2,"score":0.09230300784111023},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1093/jamia/ocad142","is_oa":false,"landing_page_url":"https://doi.org/10.1093/jamia/ocad142","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:37593902","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/37593902","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:10436137","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/10436137","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC10436137/pdf/ocad142.pdf","source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","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":"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:10436137","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/10436137","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC10436137/pdf/ocad142.pdf","source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","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":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"J Am Med Inform Assoc","raw_type":"Text"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","score":0.699999988079071,"display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4385969026.pdf","grobid_xml":"https://content.openalex.org/works/W4385969026.grobid-xml"},"referenced_works_count":10,"referenced_works":["https://openalex.org/W1577496953","https://openalex.org/W3199256351","https://openalex.org/W4306726407","https://openalex.org/W4309329713","https://openalex.org/W4376270103","https://openalex.org/W4377142722","https://openalex.org/W4380433365","https://openalex.org/W4382198190","https://openalex.org/W4382318708","https://openalex.org/W4383312114"],"related_works":["https://openalex.org/W2397677514","https://openalex.org/W1495820741","https://openalex.org/W2914293784","https://openalex.org/W2990177913","https://openalex.org/W1451471413","https://openalex.org/W2138729887","https://openalex.org/W2401910071","https://openalex.org/W4323056170","https://openalex.org/W2126732312","https://openalex.org/W4302329558"],"abstract_inverted_index":{"Farah":[0,105],"Magrabi,":[1],"is":[2,110,170],"serving":[3],"as":[4],"Co-Chair":[5],"of":[6,37,41,50,70,76,121,127,146,174,200,226,241,260,266,297,324,340,351,362],"a":[7,18,54,90,119,161,171,185,263,295,342],"very":[8],"exciting":[9],"MedInfo":[10,51],"2023.I":[11],"am":[12,29],"privileged":[13],"to":[14,32,66,124,234,320],"represent":[15],"JAMIA":[16,65,99],"in":[17,22,64,82,160,208,238,294,305],"panel":[19],"on":[20,46,56,93,151],"trends":[21],"health":[23,77],"informatics":[24,78],"publishing":[25],"at":[26],"the":[27,35,38,47,68,74,125,152,197,209,227,235,239,291,312,322,338],"conference.I":[28],"also":[30],"delighted":[31],"report":[33,337],"that":[34,59,135,332],"Fellows":[36],"International":[39],"Academy":[40],"Health":[42],"Sciences":[43],"Informatics":[44],"met":[45],"first":[48],"day":[49],"and":[52,73,79,85,104,156,214,246,271,282,285,317,327,349,354],"endorsed":[53],"statement":[55,109],"climate":[57,71,87,94],"change":[58,72,95],"builds":[60],"upon":[61],"our":[62],"efforts":[63],"heighten":[67],"awareness":[69],"role":[75],"data":[80,278],"science":[81],"measuring,":[83],"monitoring,":[84],"mitigating":[86],"change.This":[88],"included":[89],"focus":[91],"issue":[92],"led":[96],"by":[97,196,368],"former":[98],"Associate":[100],"Editor,":[101],"Enrico":[102],"Coiera,":[103],"Magrabi.":[106],"[1][2]2][3]":[107],"The":[108],"available":[111],"at:":[112],"https://":[113],"imia-medinfo.org/wp/iahsi/.In":[114],"this":[115,303],"issue,":[116],"I":[117],"highlight":[118],"set":[120],"papers":[122,139],"related":[123],"implementation":[126,145,187,230,323],"decision":[128,132],"support":[129,133],"including":[130],"clinical":[131,144,190,218,283,335],"(CDS)":[134],"uses":[136],"AI-based":[137],"approaches.Three":[138],"introduce":[140],"frameworks":[141,207,319],"for":[142,189,217,315,345],"informing":[143],"models.":[147,176],"[4][5]5][6]":[148],"Another":[149],"focuses":[150],"differences":[153],"between":[154],"expected":[155],"deployed":[157],"model":[158],"performance":[159],"Pediatric":[162],"Intensive":[163],"Care":[164],"Unit.":[165],"7The":[166],"fifth":[167],"highlighted":[168],"paper":[169],"scoping":[172],"review":[173,296],"population-segmentation":[175],"8an":[177],"der":[178],"Vegt":[179],"et":[180,202,308],"al":[181,309],"4":[182,274],"iteratively":[183],"derived":[184],"comprehensive":[186],"framework":[188,252,293,344],"AI":[191,206,219,229],"models":[192,300,331,366],"within":[193],"hospitals":[194],"informed":[195],"evaluation":[198],"taxonomy":[199],"Stead":[201],"al,":[203],"9":[204],"existing":[205],"literature":[210,236],"(n":[211],"20":[212],"studies),":[213],"reporting":[215],"standards":[216],"research":[220],"(TRIPOD,":[221],"DECIDE-AI,":[222],"CONSORT-AI).A":[223],"gap":[224],"analysis":[225],"provisional":[228],"framework,":[231],"SALIENT,":[232],"compared":[233],"resulted":[237],"identification":[240],"5":[242,254,310],"new":[243,248],"crossstage":[244],"themes":[245],"16":[247],"tasks.The":[249,288],"final":[250],"SALIENT":[251,292],"comprised":[253],"stages":[255],"(specifications,":[256],"component":[257],"development,":[258],"combination":[259],"components":[261,275],"into":[262,268],"system,":[264,277],"integration":[265],"system":[267],"an":[269],"environment,":[270],"routine":[272],"use),":[273],"(AI":[276],"pipeline,":[279],"human-computer":[280],"interface,":[281],"workflow),":[284],">40":[286],"associated":[287],"authors":[289],"applied":[290],"sepsis":[298],"prediction":[299],"published":[301],"earlier":[302],"year":[304],"JAMIA.":[306],"10orbin":[307],"note":[311],"complementary":[313],"need":[314],"governance":[316],"technical":[318,343],"promote":[321],"accurate,":[325],"actionable,":[326],"reliable":[328],"machine":[329,364],"learning":[330,365],"integrate":[333],"with":[334],"workflow.They":[336],"development":[339],"DEPLOYR,":[341],"enabling":[346],"real-time":[347],"deployment":[348,361],"monitoring":[350],"researcher-created":[352],"models,":[353],"prospectively":[355],"evaluate":[356],"its":[357],"use":[358],"through":[359],"silent":[360],"12":[363],"triggered":[367]},"counts_by_year":[],"updated_date":"2026-03-09T08:58:05.943551","created_date":"2025-10-10T00:00:00"}