{"id":"https://openalex.org/W4387693565","doi":"https://doi.org/10.1093/jamia/ocad203","title":"Information displays for automated surveillance algorithms of in-hospital patient deterioration: a scoping review","display_name":"Information displays for automated surveillance algorithms of in-hospital patient deterioration: a scoping review","publication_year":2023,"publication_date":"2023-10-17","ids":{"openalex":"https://openalex.org/W4387693565","doi":"https://doi.org/10.1093/jamia/ocad203","pmid":"https://pubmed.ncbi.nlm.nih.gov/37847664"},"language":"en","primary_location":{"id":"doi:10.1093/jamia/ocad203","is_oa":false,"landing_page_url":"https://doi.org/10.1093/jamia/ocad203","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/PMC10746326/pdf/ocad203.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5045105517","display_name":"Yik-Ki Jacob Wan","orcid":"https://orcid.org/0000-0001-9767-2046"},"institutions":[{"id":"https://openalex.org/I223532165","display_name":"University of Utah","ror":"https://ror.org/03r0ha626","country_code":"US","type":"education","lineage":["https://openalex.org/I223532165"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yik-Ki Jacob Wan","raw_affiliation_strings":["Department of Biomedical Informatics, University of Utah , Salt Lake City, UT 84108, United States"],"raw_orcid":"https://orcid.org/0000-0001-9767-2046","affiliations":[{"raw_affiliation_string":"Department of Biomedical Informatics, University of Utah , Salt Lake City, UT 84108, United States","institution_ids":["https://openalex.org/I223532165"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029822322","display_name":"Melanie C. Wright","orcid":"https://orcid.org/0000-0001-7121-504X"},"institutions":[{"id":"https://openalex.org/I106969075","display_name":"Idaho State University","ror":"https://ror.org/0162z8b04","country_code":"US","type":"education","lineage":["https://openalex.org/I106969075"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Melanie C Wright","raw_affiliation_strings":["College of Pharmacy, Idaho State University , Meridian, ID 83642, United States"],"raw_orcid":"https://orcid.org/0000-0001-7121-504X","affiliations":[{"raw_affiliation_string":"College of Pharmacy, Idaho State University , Meridian, ID 83642, United States","institution_ids":["https://openalex.org/I106969075"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001292333","display_name":"Mary McFarland","orcid":"https://orcid.org/0000-0002-9062-2393"},"institutions":[{"id":"https://openalex.org/I223532165","display_name":"University of Utah","ror":"https://ror.org/03r0ha626","country_code":"US","type":"education","lineage":["https://openalex.org/I223532165"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mary M McFarland","raw_affiliation_strings":["Eccles Health Sciences Library, University of Utah , Salt Lake City, UT 84112, United States"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Eccles Health Sciences Library, University of Utah , Salt Lake City, UT 84112, United States","institution_ids":["https://openalex.org/I223532165"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010520911","display_name":"Deniz Dishman","orcid":"https://orcid.org/0000-0002-5198-9707"},"institutions":[{"id":"https://openalex.org/I919571938","display_name":"The University of Texas Health Science Center at Houston","ror":"https://ror.org/03gds6c39","country_code":"US","type":"education","lineage":["https://openalex.org/I919571938"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Deniz Dishman","raw_affiliation_strings":["Cizik School of Nursing Department of Research, University of Texas Health Science Center at Houston , Houston, TX 77030, United States"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Cizik School of Nursing Department of Research, University of Texas Health Science Center at Houston , Houston, TX 77030, United States","institution_ids":["https://openalex.org/I919571938"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041252981","display_name":"Mary A. Nies","orcid":"https://orcid.org/0000-0002-0177-1769"},"institutions":[{"id":"https://openalex.org/I106969075","display_name":"Idaho State University","ror":"https://ror.org/0162z8b04","country_code":"US","type":"education","lineage":["https://openalex.org/I106969075"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mary A Nies","raw_affiliation_strings":["College of Health, Idaho State University , Pocatello, ID 83209, United States"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Health, Idaho State University , Pocatello, ID 83209, United States","institution_ids":["https://openalex.org/I106969075"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101256498","display_name":"Adriana Rush","orcid":null},"institutions":[{"id":"https://openalex.org/I223532165","display_name":"University of Utah","ror":"https://ror.org/03r0ha626","country_code":"US","type":"education","lineage":["https://openalex.org/I223532165"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Adriana Rush","raw_affiliation_strings":["Department of Biomedical Informatics, University of Utah , Salt Lake City, UT 84108, United States"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Biomedical Informatics, University of Utah , Salt Lake City, UT 84108, United States","institution_ids":["https://openalex.org/I223532165"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084538103","display_name":"Karl Madaras\u2010Kelly","orcid":null},"institutions":[{"id":"https://openalex.org/I106969075","display_name":"Idaho State University","ror":"https://ror.org/0162z8b04","country_code":"US","type":"education","lineage":["https://openalex.org/I106969075"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Karl Madaras-Kelly","raw_affiliation_strings":["College of Pharmacy, Idaho State University , Meridian, ID 83642, United States"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Pharmacy, Idaho State University , Meridian, ID 83642, United States","institution_ids":["https://openalex.org/I106969075"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012541180","display_name":"Amanda Jeppesen","orcid":null},"institutions":[{"id":"https://openalex.org/I106969075","display_name":"Idaho State University","ror":"https://ror.org/0162z8b04","country_code":"US","type":"education","lineage":["https://openalex.org/I106969075"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Amanda Jeppesen","raw_affiliation_strings":["College of Pharmacy, Idaho State University , Meridian, ID 83642, United States"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Pharmacy, Idaho State University , Meridian, ID 83642, United States","institution_ids":["https://openalex.org/I106969075"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5052456187","display_name":"Guilherme Del Fiol","orcid":"https://orcid.org/0000-0001-9954-6799"},"institutions":[{"id":"https://openalex.org/I223532165","display_name":"University of Utah","ror":"https://ror.org/03r0ha626","country_code":"US","type":"education","lineage":["https://openalex.org/I223532165"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Guilherme Del Fiol","raw_affiliation_strings":["Department of Biomedical Informatics, University of Utah , Salt Lake City, UT 84108, United States"],"raw_orcid":"https://orcid.org/0000-0001-9954-6799","affiliations":[{"raw_affiliation_string":"Department of Biomedical Informatics, University of Utah , Salt Lake City, UT 84108, United States","institution_ids":["https://openalex.org/I223532165"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5052456187"],"corresponding_institution_ids":["https://openalex.org/I223532165"],"apc_list":{"value":3967,"currency":"USD","value_usd":3967},"apc_paid":null,"fwci":1.8845,"has_fulltext":true,"cited_by_count":11,"citation_normalized_percentile":{"value":0.869904,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"31","issue":"1","first_page":"256","last_page":"273"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10218","display_name":"Sepsis Diagnosis and Treatment","score":0.869700014591217,"subfield":{"id":"https://openalex.org/subfields/2713","display_name":"Epidemiology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T10218","display_name":"Sepsis Diagnosis and Treatment","score":0.869700014591217,"subfield":{"id":"https://openalex.org/subfields/2713","display_name":"Epidemiology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T13248","display_name":"Healthcare Technology and Patient Monitoring","score":0.031599998474121094,"subfield":{"id":"https://openalex.org/subfields/2746","display_name":"Surgery"},"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":0.026399999856948853,"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/workflow","display_name":"Workflow","score":0.708844006061554},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6341327428817749},{"id":"https://openalex.org/keywords/usability","display_name":"Usability","score":0.6075621843338013},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.5051539540290833},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.47474604845046997},{"id":"https://openalex.org/keywords/leverage","display_name":"Leverage (statistics)","score":0.472420334815979},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.46498343348503113},{"id":"https://openalex.org/keywords/data-extraction","display_name":"Data extraction","score":0.4504464864730835},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4265872836112976},{"id":"https://openalex.org/keywords/medline","display_name":"MEDLINE","score":0.4149768650531769},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3719991445541382},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.18930673599243164},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.10247296094894409}],"concepts":[{"id":"https://openalex.org/C177212765","wikidata":"https://www.wikidata.org/wiki/Q627335","display_name":"Workflow","level":2,"score":0.708844006061554},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6341327428817749},{"id":"https://openalex.org/C170130773","wikidata":"https://www.wikidata.org/wiki/Q216378","display_name":"Usability","level":2,"score":0.6075621843338013},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5051539540290833},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.47474604845046997},{"id":"https://openalex.org/C153083717","wikidata":"https://www.wikidata.org/wiki/Q6535263","display_name":"Leverage (statistics)","level":2,"score":0.472420334815979},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.46498343348503113},{"id":"https://openalex.org/C2777466982","wikidata":"https://www.wikidata.org/wiki/Q5227287","display_name":"Data extraction","level":3,"score":0.4504464864730835},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4265872836112976},{"id":"https://openalex.org/C2779473830","wikidata":"https://www.wikidata.org/wiki/Q1540899","display_name":"MEDLINE","level":2,"score":0.4149768650531769},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3719991445541382},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.18930673599243164},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.10247296094894409},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"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/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000465","descriptor_name":"Algorithms","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":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","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":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","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":false},{"descriptor_ui":"D003626","descriptor_name":"Data Display","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003626","descriptor_name":"Data Display","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003626","descriptor_name":"Data Display","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003626","descriptor_name":"Data Display","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003626","descriptor_name":"Data Display","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003626","descriptor_name":"Data Display","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006761","descriptor_name":"Hospitals","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006761","descriptor_name":"Hospitals","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006761","descriptor_name":"Hospitals","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006761","descriptor_name":"Hospitals","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006761","descriptor_name":"Hospitals","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006761","descriptor_name":"Hospitals","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":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007297","descriptor_name":"Inpatients","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D007297","descriptor_name":"Inpatients","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D007297","descriptor_name":"Inpatients","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D007297","descriptor_name":"Inpatients","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D007297","descriptor_name":"Inpatients","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D007297","descriptor_name":"Inpatients","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D018805","descriptor_name":"Sepsis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D018805","descriptor_name":"Sepsis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D018805","descriptor_name":"Sepsis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D018805","descriptor_name":"Sepsis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D018805","descriptor_name":"Sepsis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D018805","descriptor_name":"Sepsis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":3,"locations":[{"id":"doi:10.1093/jamia/ocad203","is_oa":false,"landing_page_url":"https://doi.org/10.1093/jamia/ocad203","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:37847664","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/37847664","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:10746326","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/10746326","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC10746326/pdf/ocad203.pdf","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:10746326","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/10746326","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC10746326/pdf/ocad203.pdf","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":[{"score":0.550000011920929,"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16"}],"awards":[{"id":"https://openalex.org/G1377692474","display_name":null,"funder_award_id":"R01 GM137083","funder_id":"https://openalex.org/F4320337354","funder_display_name":"National Institute of General Medical Sciences"},{"id":"https://openalex.org/G1824444364","display_name":null,"funder_award_id":"UL1 TR002538","funder_id":"https://openalex.org/F4320337472","funder_display_name":"National Center for Advancing Translational Sciences"},{"id":"https://openalex.org/G2621387238","display_name":null,"funder_award_id":"UL1TR002538","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G5047505639","display_name":null,"funder_award_id":"R01GM137083","funder_id":"https://openalex.org/F4320337354","funder_display_name":"National Institute of General Medical Sciences"},{"id":"https://openalex.org/G7162483283","display_name":null,"funder_award_id":"UL1TR002538","funder_id":"https://openalex.org/F4320337472","funder_display_name":"National Center for Advancing Translational Sciences"}],"funders":[{"id":"https://openalex.org/F4320332161","display_name":"National Institutes of Health","ror":"https://ror.org/01cwqze88"},{"id":"https://openalex.org/F4320337354","display_name":"National Institute of General Medical Sciences","ror":"https://ror.org/04q48ey07"},{"id":"https://openalex.org/F4320337472","display_name":"National Center for Advancing Translational Sciences","ror":"https://ror.org/04pw6fb54"}],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4387693565.pdf"},"referenced_works_count":132,"referenced_works":["https://openalex.org/W1155385988","https://openalex.org/W1480069025","https://openalex.org/W1562055382","https://openalex.org/W1710516595","https://openalex.org/W1788004298","https://openalex.org/W1794493313","https://openalex.org/W1807259383","https://openalex.org/W1993450187","https://openalex.org/W2002053810","https://openalex.org/W2010505320","https://openalex.org/W2016347512","https://openalex.org/W2022511345","https://openalex.org/W2034769820","https://openalex.org/W2037461379","https://openalex.org/W2047805825","https://openalex.org/W2075950485","https://openalex.org/W2094915224","https://openalex.org/W2105321265","https://openalex.org/W2110922423","https://openalex.org/W2111791285","https://openalex.org/W2112965863","https://openalex.org/W2115441252","https://openalex.org/W2115540308","https://openalex.org/W2142336103","https://openalex.org/W2150979970","https://openalex.org/W2155682623","https://openalex.org/W2158332522","https://openalex.org/W2270416318","https://openalex.org/W2299177375","https://openalex.org/W2301854993","https://openalex.org/W2345945391","https://openalex.org/W2405487428","https://openalex.org/W2405556588","https://openalex.org/W2413431261","https://openalex.org/W2491185291","https://openalex.org/W2509645828","https://openalex.org/W2514611920","https://openalex.org/W2556434513","https://openalex.org/W2559769173","https://openalex.org/W2560059439","https://openalex.org/W2572656025","https://openalex.org/W2601918726","https://openalex.org/W2606631929","https://openalex.org/W2615528965","https://openalex.org/W2745789849","https://openalex.org/W2749576742","https://openalex.org/W2755061600","https://openalex.org/W2766207659","https://openalex.org/W2768083064","https://openalex.org/W2769668554","https://openalex.org/W2769963343","https://openalex.org/W2780676111","https://openalex.org/W2784946495","https://openalex.org/W2810675928","https://openalex.org/W2811009803","https://openalex.org/W2885840656","https://openalex.org/W2886309256","https://openalex.org/W2887387490","https://openalex.org/W2887434506","https://openalex.org/W2891378911","https://openalex.org/W2894919201","https://openalex.org/W2895072154","https://openalex.org/W2906540948","https://openalex.org/W2921290595","https://openalex.org/W2921640653","https://openalex.org/W2921785103","https://openalex.org/W2943193432","https://openalex.org/W2945543078","https://openalex.org/W2951613846","https://openalex.org/W2957505529","https://openalex.org/W2960703193","https://openalex.org/W2968919852","https://openalex.org/W2984702233","https://openalex.org/W2991272467","https://openalex.org/W3013577764","https://openalex.org/W3016654280","https://openalex.org/W3023171249","https://openalex.org/W3028673759","https://openalex.org/W3030460584","https://openalex.org/W3032245470","https://openalex.org/W3039972107","https://openalex.org/W3044246896","https://openalex.org/W3081888973","https://openalex.org/W3094937636","https://openalex.org/W3096109310","https://openalex.org/W3106297998","https://openalex.org/W3109794688","https://openalex.org/W3116441545","https://openalex.org/W3118010610","https://openalex.org/W3123497531","https://openalex.org/W3123501659","https://openalex.org/W3158818395","https://openalex.org/W3164095934","https://openalex.org/W3172898611","https://openalex.org/W3174786846","https://openalex.org/W3183886098","https://openalex.org/W3189109866","https://openalex.org/W3195842431","https://openalex.org/W3210820305","https://openalex.org/W3212476026","https://openalex.org/W3215954221","https://openalex.org/W4200181186","https://openalex.org/W4200600041","https://openalex.org/W4206571246","https://openalex.org/W4206686640","https://openalex.org/W4207064904","https://openalex.org/W4213111891","https://openalex.org/W4221119408","https://openalex.org/W4226070098","https://openalex.org/W4226143964","https://openalex.org/W4226420146","https://openalex.org/W4226478391","https://openalex.org/W4238666307","https://openalex.org/W4255627162","https://openalex.org/W4281819283","https://openalex.org/W4283275914","https://openalex.org/W4288063490","https://openalex.org/W4289201638","https://openalex.org/W4294124428","https://openalex.org/W4322739521","https://openalex.org/W4322739540","https://openalex.org/W6638354040","https://openalex.org/W6675982502","https://openalex.org/W6705113707","https://openalex.org/W6713817171","https://openalex.org/W6726095271","https://openalex.org/W6731705487","https://openalex.org/W6735651947","https://openalex.org/W6736405700","https://openalex.org/W6755460787","https://openalex.org/W6763973360","https://openalex.org/W6811745033"],"related_works":["https://openalex.org/W4389670110","https://openalex.org/W2429057255","https://openalex.org/W3020922338","https://openalex.org/W2911853378","https://openalex.org/W2975520804","https://openalex.org/W3018781222","https://openalex.org/W3016427719","https://openalex.org/W3045979088","https://openalex.org/W2158480666","https://openalex.org/W2056799348"],"abstract_inverted_index":{"OBJECTIVE:":[0],"Surveillance":[1],"algorithms":[2,239],"that":[3,39,91],"predict":[4],"patient":[5,52,177],"decompensation":[6],"are":[7,233],"increasingly":[8],"integrated":[9],"with":[10,69],"clinical":[11],"workflows":[12],"to":[13,26,220,236],"help":[14],"identify":[15,27],"patients":[16],"at":[17],"risk":[18],"of":[19,31,37,46,195],"in-hospital":[20,117],"deterioration.":[21],"This":[22],"scoping":[23,58],"review":[24,59],"aimed":[25],"the":[28,32,35,41,44,153,189,196,206],"design":[29],"features":[30],"information":[33,89,217],"displays,":[34],"types":[36],"algorithm":[38],"drive":[40],"display,":[42],"and":[43,51,62,75,108,111,125,184,230],"effect":[45,204],"these":[47],"displays":[48,90,160,218],"on":[49,205],"process":[50],"outcomes.":[53],"MATERIALS":[54],"AND":[55],"METHODS:":[56],"The":[57],"followed":[60],"Arksey":[61],"O'Malley's":[63],"framework.":[64],"Five":[65],"databases":[66],"were":[67,128,139,150,161],"searched":[68],"dates":[70],"between":[71],"January":[72,76],"1,":[73],"2009":[74],"26,":[77],"2022.":[78],"Inclusion":[79],"criteria":[80],"were:":[81],"participants-clinicians":[82],"in":[83,119,134,152,213],"inpatient":[84],"settings;":[85],"concepts-intervention":[86],"as":[87,97,104,113,188],"deterioration":[88],"leveraged":[92,180],"automated":[93],"AI":[94],"algorithms;":[95],"comparison":[96],"usual":[98],"care":[99],"or":[100,115],"alternative":[101],"displays;":[102],"outcomes":[103],"clinical,":[105],"workflow":[106,231],"process,":[107],"usability":[109],"outcomes;":[110],"context":[112],"simulated":[114],"real-world":[116],"settings":[118],"any":[120],"country.":[121],"Screening,":[122],"full-text":[123],"review,":[124,154],"data":[126],"extraction":[127],"reviewed":[129],"independently":[130],"by":[131],"2":[132],"researchers":[133],"each":[135],"step.":[136],"Display":[137],"categories":[138],"identified":[140],"inductively":[141],"through":[142],"consensus.":[143],"RESULTS:":[144],"Of":[145],"14":[146],"575":[147],"articles,":[148],"64":[149],"included":[151,186],"describing":[155],"61":[156],"unique":[157],"displays.":[158],"Forty-one":[159],"designed":[162],"for":[163],"specific":[164],"deteriorations":[165],"(eg,":[166],"sepsis),":[167],"24":[168],"provided":[169],"simple":[170],"alerts":[171],"(ie,":[172],"text-based":[173],"prompts":[174],"without":[175],"relevant":[176],"data),":[178],"48":[179],"well-accepted":[181,223],"score-based":[182,224],"algorithms,":[183,215],"47":[185],"nurses":[187],"target":[190],"users.":[191],"Only":[192],"1":[193],"out":[194],"10":[197],"randomized":[198],"controlled":[199],"trials":[200],"reported":[201],"a":[202],"significant":[203,211,234],"primary":[207],"outcome.":[208],"CONCLUSIONS:":[209],"Despite":[210],"advancements":[212],"surveillance":[214],"most":[216],"continue":[219],"leverage":[221],"well-understood,":[222],"algorithms.":[225],"Users'":[226],"trust,":[227],"algorithmic":[228],"transparency,":[229],"integration":[232],"hurdles":[235],"adopting":[237],"new":[238],"into":[240],"effective":[241],"decision":[242],"support":[243],"tools.":[244]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1}],"updated_date":"2026-07-29T09:40:50.615796","created_date":"2025-10-10T00:00:00"}