{"id":"https://openalex.org/W2307503804","doi":"https://doi.org/10.1093/jamia/ocv177","title":"Modeling information flows in clinical decision support: key insights for enhancing system effectiveness","display_name":"Modeling information flows in clinical decision support: key insights for enhancing system effectiveness","publication_year":2016,"publication_date":"2016-02-05","ids":{"openalex":"https://openalex.org/W2307503804","doi":"https://doi.org/10.1093/jamia/ocv177","mag":"2307503804","pmid":"https://pubmed.ncbi.nlm.nih.gov/26911809"},"language":"en","primary_location":{"id":"doi:10.1093/jamia/ocv177","is_oa":true,"landing_page_url":"https://doi.org/10.1093/jamia/ocv177","pdf_url":"https://academic.oup.com/jamia/article-pdf/23/5/1001/34148147/ocv177.pdf","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":"bronze","oa_url":"https://academic.oup.com/jamia/article-pdf/23/5/1001/34148147/ocv177.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5090205347","display_name":"Stephanie Medlock","orcid":"https://orcid.org/0000-0002-2679-8095"},"institutions":[{"id":"https://openalex.org/I887064364","display_name":"University of Amsterdam","ror":"https://ror.org/04dkp9463","country_code":"NL","type":"education","lineage":["https://openalex.org/I887064364"]}],"countries":["NL"],"is_corresponding":true,"raw_author_name":"Stephanie Medlock","raw_affiliation_strings":["Department of Medical Informatics, University of Amsterdam, Amsterdam, The Netherlands"],"affiliations":[{"raw_affiliation_string":"Department of Medical Informatics, University of Amsterdam, Amsterdam, The Netherlands","institution_ids":["https://openalex.org/I887064364"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015773823","display_name":"Jeremy C Wyatt","orcid":"https://orcid.org/0000-0001-7008-1473"},"institutions":[{"id":"https://openalex.org/I43439940","display_name":"University of Southampton","ror":"https://ror.org/01ryk1543","country_code":"GB","type":"education","lineage":["https://openalex.org/I43439940"]},{"id":"https://openalex.org/I70844379","display_name":"Wessex Institute of Technology","ror":"https://ror.org/01thz0w07","country_code":"GB","type":"education","lineage":["https://openalex.org/I70844379"]},{"id":"https://openalex.org/I130828816","display_name":"University of Leeds","ror":"https://ror.org/024mrxd33","country_code":"GB","type":"education","lineage":["https://openalex.org/I130828816"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Jeremy C Wyatt","raw_affiliation_strings":["Wessex Institute of Health, University of Southampton, Southampton, UK","Yorkshire Centre for Health Informatics, University of Leeds, Leeds, UK"],"affiliations":[{"raw_affiliation_string":"Wessex Institute of Health, University of Southampton, Southampton, UK","institution_ids":["https://openalex.org/I70844379","https://openalex.org/I43439940"]},{"raw_affiliation_string":"Yorkshire Centre for Health Informatics, University of Leeds, Leeds, UK","institution_ids":["https://openalex.org/I130828816"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047328073","display_name":"Vimla L. Patel","orcid":"https://orcid.org/0000-0003-1656-6642"},"institutions":[{"id":"https://openalex.org/I1301626629","display_name":"New York Academy of Medicine","ror":"https://ror.org/00mwdv335","country_code":"US","type":"education","lineage":["https://openalex.org/I1301626629"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Vimla L Patel","raw_affiliation_strings":["Center for Cognitive Studies in Medicine and Public Health, The New York Academy of Medicine, New York, NY, USA"],"affiliations":[{"raw_affiliation_string":"Center for Cognitive Studies in Medicine and Public Health, The New York Academy of Medicine, New York, NY, USA","institution_ids":["https://openalex.org/I1301626629"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016223285","display_name":"Edward H. Shortliffe","orcid":"https://orcid.org/0000-0001-5201-6176"},"institutions":[{"id":"https://openalex.org/I55732556","display_name":"Arizona State University","ror":"https://ror.org/03efmqc40","country_code":"US","type":"education","lineage":["https://openalex.org/I55732556"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Edward H Shortliffe","raw_affiliation_strings":["Department of Biomedical Informatics, Arizona State University, Phoenix, AZ, USA"],"affiliations":[{"raw_affiliation_string":"Department of Biomedical Informatics, Arizona State University, Phoenix, AZ, USA","institution_ids":["https://openalex.org/I55732556"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5075388940","display_name":"Ameen Abu\u2010Hanna","orcid":"https://orcid.org/0000-0003-4324-7954"},"institutions":[{"id":"https://openalex.org/I887064364","display_name":"University of Amsterdam","ror":"https://ror.org/04dkp9463","country_code":"NL","type":"education","lineage":["https://openalex.org/I887064364"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Ameen Abu-Hanna","raw_affiliation_strings":["Department of Medical Informatics, University of Amsterdam, Amsterdam, The Netherlands"],"affiliations":[{"raw_affiliation_string":"Department of Medical Informatics, University of Amsterdam, Amsterdam, The Netherlands","institution_ids":["https://openalex.org/I887064364"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5090205347"],"corresponding_institution_ids":["https://openalex.org/I887064364"],"apc_list":{"value":3967,"currency":"USD","value_usd":3967},"apc_paid":null,"fwci":9.7417,"has_fulltext":true,"cited_by_count":46,"citation_normalized_percentile":{"value":0.97559235,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":91,"max":99},"biblio":{"volume":"23","issue":"5","first_page":"1001","last_page":"1006"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10350","display_name":"Electronic Health Records Systems","score":0.9990000128746033,"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":0.9990000128746033,"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/T12574","display_name":"Clinical Reasoning and Diagnostic Skills","score":0.9930999875068665,"subfield":{"id":"https://openalex.org/subfields/2714","display_name":"Family Practice"},"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/T12918","display_name":"Healthcare Systems and Technology","score":0.9922000169754028,"subfield":{"id":"https://openalex.org/subfields/1407","display_name":"Organizational Behavior and Human Resource Management"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/clinical-decision-support-system","display_name":"Clinical decision support system","score":0.8712498545646667},{"id":"https://openalex.org/keywords/decision-support-system","display_name":"Decision support system","score":0.7699705958366394},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6723092198371887},{"id":"https://openalex.org/keywords/r-cast","display_name":"R-CAST","score":0.5320901274681091},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.4589873254299164},{"id":"https://openalex.org/keywords/clinical-decision-making","display_name":"Clinical decision making","score":0.43918704986572266},{"id":"https://openalex.org/keywords/decision-system","display_name":"Decision system","score":0.43649232387542725},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.43169206380844116},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.4176216721534729},{"id":"https://openalex.org/keywords/evidential-reasoning-approach","display_name":"Evidential reasoning approach","score":0.41251397132873535},{"id":"https://openalex.org/keywords/decision-engineering","display_name":"Decision engineering","score":0.4108860194683075},{"id":"https://openalex.org/keywords/business-decision-mapping","display_name":"Business decision mapping","score":0.3543761372566223},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3334375023841858},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.17304909229278564},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.14950650930404663},{"id":"https://openalex.org/keywords/intensive-care-medicine","display_name":"Intensive care medicine","score":0.10083380341529846}],"concepts":[{"id":"https://openalex.org/C63527458","wikidata":"https://www.wikidata.org/wiki/Q5133829","display_name":"Clinical decision support system","level":3,"score":0.8712498545646667},{"id":"https://openalex.org/C107327155","wikidata":"https://www.wikidata.org/wiki/Q330268","display_name":"Decision support system","level":2,"score":0.7699705958366394},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6723092198371887},{"id":"https://openalex.org/C59719044","wikidata":"https://www.wikidata.org/wiki/Q7273265","display_name":"R-CAST","level":4,"score":0.5320901274681091},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.4589873254299164},{"id":"https://openalex.org/C2989179672","wikidata":"https://www.wikidata.org/wiki/Q6806500","display_name":"Clinical decision making","level":2,"score":0.43918704986572266},{"id":"https://openalex.org/C2986909951","wikidata":"https://www.wikidata.org/wiki/Q330268","display_name":"Decision system","level":2,"score":0.43649232387542725},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.43169206380844116},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.4176216721534729},{"id":"https://openalex.org/C156201811","wikidata":"https://www.wikidata.org/wiki/Q5418360","display_name":"Evidential reasoning approach","level":4,"score":0.41251397132873535},{"id":"https://openalex.org/C135115379","wikidata":"https://www.wikidata.org/wiki/Q2750514","display_name":"Decision engineering","level":4,"score":0.4108860194683075},{"id":"https://openalex.org/C97944126","wikidata":"https://www.wikidata.org/wiki/Q5001864","display_name":"Business decision mapping","level":3,"score":0.3543761372566223},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3334375023841858},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.17304909229278564},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.14950650930404663},{"id":"https://openalex.org/C177713679","wikidata":"https://www.wikidata.org/wiki/Q679690","display_name":"Intensive care medicine","level":1,"score":0.10083380341529846},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"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/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D003661","descriptor_name":"Decision Support Techniques","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D003661","descriptor_name":"Decision Support Techniques","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D003661","descriptor_name":"Decision Support Techniques","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D003661","descriptor_name":"Decision Support Techniques","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D003661","descriptor_name":"Decision Support Techniques","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D003661","descriptor_name":"Decision Support Techniques","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":"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":"D014584","descriptor_name":"User-Computer Interface","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D014584","descriptor_name":"User-Computer Interface","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D014584","descriptor_name":"User-Computer Interface","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D014584","descriptor_name":"User-Computer Interface","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D014584","descriptor_name":"User-Computer Interface","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D014584","descriptor_name":"User-Computer Interface","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D017598","descriptor_name":"Efficiency, Organizational","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D017598","descriptor_name":"Efficiency, Organizational","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D017598","descriptor_name":"Efficiency, Organizational","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D017598","descriptor_name":"Efficiency, Organizational","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D017598","descriptor_name":"Efficiency, Organizational","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D017598","descriptor_name":"Efficiency, Organizational","qualifier_ui":null,"qualifier_name":null,"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":"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":"D057188","descriptor_name":"Workflow","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D057188","descriptor_name":"Workflow","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D057188","descriptor_name":"Workflow","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D057188","descriptor_name":"Workflow","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D057188","descriptor_name":"Workflow","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D057188","descriptor_name":"Workflow","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":7,"locations":[{"id":"doi:10.1093/jamia/ocv177","is_oa":true,"landing_page_url":"https://doi.org/10.1093/jamia/ocv177","pdf_url":"https://academic.oup.com/jamia/article-pdf/23/5/1001/34148147/ocv177.pdf","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:26911809","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/26911809","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:pure.amsterdamumc.nl:publications/36188902-734f-4c9f-a2d2-9db62a8560fa","is_oa":true,"landing_page_url":"https://pure.amsterdamumc.nl/en/publications/36188902-734f-4c9f-a2d2-9db62a8560fa","pdf_url":"https://pure.amsterdamumc.nl/ws/files/175825292/Modeling-information-flows-in-clinical-decision-support-key-insights-for-enhancing-system-effectiveness.pdf","source":{"id":"https://openalex.org/S7407055222","display_name":"Pure Amsterdam UMC","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":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"Medlock, S, Wyatt, J C, Patel, V L, Shortliffe, E H & Abu-Hanna, A 2016, 'Modeling information flows in clinical decision support: key insights for enhancing system effectiveness', Journal of the American Medical Informatics Association, vol. 23, no. 5, pp. 1001-1006. https://doi.org/10.1093/jamia/ocv177","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:oai:eprints.soton.ac.uk:396598","is_oa":false,"landing_page_url":"http://doi.org/10.1093/jamia/ocv177>).","pdf_url":null,"source":{"id":"https://openalex.org/S4306401019","display_name":"ePrints Soton (University of Southampton)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I43439940","host_organization_name":"University of Southampton","host_organization_lineage":["https://openalex.org/I43439940"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"PeerReviewed"},{"id":"pmh:amcpub:oai:pure.amc.nl:publications/29dc1188-16eb-4fa0-9d55-d28f14cd83a6","is_oa":false,"landing_page_url":"https://pure.amc.nl/en/publications/modeling-information-flows-in-clinical-decision-support-key-insights-for-enhancing-system-effectiveness(29dc1188-16eb-4fa0-9d55-d28f14cd83a6).html","pdf_url":null,"source":{"id":"https://openalex.org/S4306401843","display_name":"Data Archiving and Networked Services (DANS)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1322597698","host_organization_name":"Royal Netherlands Academy of Arts and Sciences","host_organization_lineage":["https://openalex.org/I1322597698"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Journal of the American Medical Informatics Association, 23(5), 1001 - 1006. Oxford University Press","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:open-archive.highwire.org:jaminfo:23/5/1001","is_oa":false,"landing_page_url":"http://jamia.oxfordjournals.org/cgi/content/short/23/5/1001","pdf_url":null,"source":{"id":"https://openalex.org/S4406923041","display_name":"HighWire Press Open Archive","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":"","raw_type":"TEXT"},{"id":"pmh:oai:pubmedcentral.nih.gov:11741008","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/11741008","pdf_url":null,"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":"doi:10.1093/jamia/ocv177","is_oa":true,"landing_page_url":"https://doi.org/10.1093/jamia/ocv177","pdf_url":"https://academic.oup.com/jamia/article-pdf/23/5/1001/34148147/ocv177.pdf","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"},"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","score":0.7200000286102295,"id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2307503804.pdf","grobid_xml":"https://content.openalex.org/works/W2307503804.grobid-xml"},"referenced_works_count":29,"referenced_works":["https://openalex.org/W82638990","https://openalex.org/W135131679","https://openalex.org/W1501648924","https://openalex.org/W1505620647","https://openalex.org/W1510747555","https://openalex.org/W1562055382","https://openalex.org/W1920716673","https://openalex.org/W2019205223","https://openalex.org/W2039509869","https://openalex.org/W2049401541","https://openalex.org/W2055476838","https://openalex.org/W2075984362","https://openalex.org/W2096452841","https://openalex.org/W2110293626","https://openalex.org/W2116329141","https://openalex.org/W2119731464","https://openalex.org/W2121721477","https://openalex.org/W2143749588","https://openalex.org/W2155170531","https://openalex.org/W2155682868","https://openalex.org/W2159312907","https://openalex.org/W2281090488","https://openalex.org/W2403627085","https://openalex.org/W2515075424","https://openalex.org/W2792137261","https://openalex.org/W4250639036","https://openalex.org/W6605516935","https://openalex.org/W6630085121","https://openalex.org/W6633006602"],"related_works":["https://openalex.org/W2259218756","https://openalex.org/W646492873","https://openalex.org/W1523254661","https://openalex.org/W2376574686","https://openalex.org/W76277348","https://openalex.org/W2557578560","https://openalex.org/W2990057900","https://openalex.org/W1552476759","https://openalex.org/W2355049521","https://openalex.org/W4252555540"],"abstract_inverted_index":{"A":[0],"fundamental":[1],"challenge":[2],"in":[3,20,93,104],"the":[4,45,71,79,111,136,160],"field":[5],"of":[6,15,24,33,61,95,106,138],"clinical":[7,25,42,65,74,100],"decision":[8,34,139,161],"support":[9,35,48,140],"is":[10,113],"to":[11,40,47],"determine":[12],"what":[13],"characteristics":[14],"systems":[16,46,67,153],"make":[17],"them":[18],"effective":[19],"supporting":[21],"particular":[22],"types":[23],"decisions.":[26],"However,":[27],"we":[28],"lack":[29],"such":[30,53],"a":[31,38,54,58,96,146],"theory":[32],"itself":[36],"and":[37,44,76,120,128,159],"model":[39,60],"describe":[41],"decisions":[43,125],"them.":[49],"This":[50],"article":[51],"outlines":[52],"framework.":[55],"We":[56,84],"present":[57],"two-stream":[59],"information":[62],"flow":[63],"within":[64],"decision-support":[66],"(CDSSs):":[68],"reasoning":[69,77],"about":[70,78],"patient":[72],"(the":[73,81],"stream),":[75],"user":[80],"cognitive-behavioral":[82],"stream).":[83],"propose":[85],"that":[86],"CDSS":[87],"\"effectiveness\"":[88],"be":[89],"measured":[90],"not":[91,142],"only":[92],"terms":[94,105],"system's":[97],"impact":[98],"on":[99,117,155],"care,":[101],"but":[102,149],"also":[103],"how":[107],"(and":[108],"by":[109,126],"whom)":[110],"system":[112],"used,":[114],"its":[115],"effect":[116],"work":[118],"processes,":[119],"whether":[121],"it":[122],"facilitates":[123],"appropriate":[124],"clinicians":[127],"patients.":[129],"Future":[130],"research":[131],"into":[132],"which":[133],"factors":[134],"improve":[135],"effectiveness":[137],"should":[141,150],"regard":[143],"CDSSs":[144],"as":[145],"single":[147],"entity,":[148],"instead":[151],"differentiate":[152],"based":[154],"their":[156],"attributes,":[157],"users,":[158],"being":[162],"supported.":[163]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":10},{"year":2021,"cited_by_count":7},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":5},{"year":2016,"cited_by_count":2}],"updated_date":"2026-03-17T17:19:04.345684","created_date":"2025-10-10T00:00:00"}
