{"id":"https://openalex.org/W4413040051","doi":"https://doi.org/10.3233/shti250851","title":"Evaluating the Utility of a Clinical Sepsis AI Tool in Emergency Waiting Rooms: A Preliminary Silent Trial","display_name":"Evaluating the Utility of a Clinical Sepsis AI Tool in Emergency Waiting Rooms: A Preliminary Silent Trial","publication_year":2025,"publication_date":"2025-08-07","ids":{"openalex":"https://openalex.org/W4413040051","doi":"https://doi.org/10.3233/shti250851","pmid":"https://pubmed.ncbi.nlm.nih.gov/40775869"},"language":"en","primary_location":{"id":"doi:10.3233/shti250851","is_oa":true,"landing_page_url":"https://doi.org/10.3233/shti250851","pdf_url":null,"source":{"id":"https://openalex.org/S4210179765","display_name":"Studies in health technology and informatics","issn_l":"0926-9630","issn":["0926-9630","1879-8365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"book series"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Studies in Health Technology and Informatics","raw_type":"book-chapter"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://doi.org/10.3233/shti250851","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5108114622","display_name":"Minh Trang Hoang","orcid":"https://orcid.org/0009-0007-4626-2953"},"institutions":[{"id":"https://openalex.org/I129604602","display_name":"The University of Sydney","ror":"https://ror.org/0384j8v12","country_code":"AU","type":"education","lineage":["https://openalex.org/I129604602"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Minh Trang Hoang","raw_affiliation_strings":["Biomedical Informatics and Digital Health, The University of Sydney, Australia"],"raw_orcid":"https://orcid.org/0009-0007-4626-2953","affiliations":[{"raw_affiliation_string":"Biomedical Informatics and Digital Health, The University of Sydney, Australia","institution_ids":["https://openalex.org/I129604602"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109872400","display_name":"Malcolm Pradhan","orcid":"https://orcid.org/0009-0003-3295-1046"},"institutions":[{"id":"https://openalex.org/I129604602","display_name":"The University of Sydney","ror":"https://ror.org/0384j8v12","country_code":"AU","type":"education","lineage":["https://openalex.org/I129604602"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Malcolm Pradhan","raw_affiliation_strings":["Biomedical Informatics and Digital Health, The University of Sydney, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Biomedical Informatics and Digital Health, The University of Sydney, Australia","institution_ids":["https://openalex.org/I129604602"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018800355","display_name":"Tim Shaw","orcid":"https://orcid.org/0000-0003-0783-1918"},"institutions":[{"id":"https://openalex.org/I129604602","display_name":"The University of Sydney","ror":"https://ror.org/0384j8v12","country_code":"AU","type":"education","lineage":["https://openalex.org/I129604602"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Tim Shaw","raw_affiliation_strings":["Biomedical Informatics and Digital Health, The University of Sydney, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Biomedical Informatics and Digital Health, The University of Sydney, Australia","institution_ids":["https://openalex.org/I129604602"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075873770","display_name":"Gladis Kabil","orcid":"https://orcid.org/0000-0003-3707-2799"},"institutions":[{"id":"https://openalex.org/I4210140513","display_name":"Sydney Local Health District","ror":"https://ror.org/04w6y2z35","country_code":"AU","type":"government","lineage":["https://openalex.org/I2801351115","https://openalex.org/I4210140513"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Gladis Kabil","raw_affiliation_strings":["Western Sydney Local Health District, Westmead, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Western Sydney Local Health District, Westmead, Australia","institution_ids":["https://openalex.org/I4210140513"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069857071","display_name":"Michelle Moscova","orcid":"https://orcid.org/0000-0001-7186-4242"},"institutions":[{"id":"https://openalex.org/I3149551504","display_name":"Department of Health and Aged Care","ror":"https://ror.org/02swcnz29","country_code":"AU","type":"government","lineage":["https://openalex.org/I2801453606","https://openalex.org/I3149551504"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Michelle Moscova","raw_affiliation_strings":["Health ANSWERS, Bega, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Health ANSWERS, Bega, Australia","institution_ids":["https://openalex.org/I3149551504"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001282566","display_name":"Audrey P. Wang","orcid":"https://orcid.org/0000-0002-1230-4357"},"institutions":[{"id":"https://openalex.org/I129604602","display_name":"The University of Sydney","ror":"https://ror.org/0384j8v12","country_code":"AU","type":"education","lineage":["https://openalex.org/I129604602"]},{"id":"https://openalex.org/I4210140513","display_name":"Sydney Local Health District","ror":"https://ror.org/04w6y2z35","country_code":"AU","type":"government","lineage":["https://openalex.org/I2801351115","https://openalex.org/I4210140513"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Audrey P. Wang","raw_affiliation_strings":["Biomedical Informatics and Digital Health, The University of Sydney, Australia","Western Sydney Local Health District, Westmead, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Biomedical Informatics and Digital Health, The University of Sydney, Australia","institution_ids":["https://openalex.org/I129604602"]},{"raw_affiliation_string":"Western Sydney Local Health District, Westmead, Australia","institution_ids":["https://openalex.org/I4210140513"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5118567452","display_name":"Abdullah Safi","orcid":"https://orcid.org/0009-0001-7497-644X"},"institutions":[{"id":"https://openalex.org/I1311436738","display_name":"New South Wales Department of Health","ror":"https://ror.org/03tb4gf50","country_code":"AU","type":"government","lineage":["https://openalex.org/I1311436738","https://openalex.org/I2801351115"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Abdullah Safi","raw_affiliation_strings":["NSW Ministry of Health, Sydney, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"NSW Ministry of Health, Sydney, Australia","institution_ids":["https://openalex.org/I1311436738"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112715267","display_name":"Mostafa Al Masum Shaikh","orcid":"https://orcid.org/0009-0006-2627-7739"},"institutions":[{"id":"https://openalex.org/I1311436738","display_name":"New South Wales Department of Health","ror":"https://ror.org/03tb4gf50","country_code":"AU","type":"government","lineage":["https://openalex.org/I1311436738","https://openalex.org/I2801351115"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Mostafa Shaikh","raw_affiliation_strings":["NSW Ministry of Health, Sydney, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"NSW Ministry of Health, Sydney, Australia","institution_ids":["https://openalex.org/I1311436738"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5048742557","display_name":"Amith Shetty","orcid":"https://orcid.org/0000-0001-7349-1128"},"institutions":[{"id":"https://openalex.org/I129604602","display_name":"The University of Sydney","ror":"https://ror.org/0384j8v12","country_code":"AU","type":"education","lineage":["https://openalex.org/I129604602"]},{"id":"https://openalex.org/I1311436738","display_name":"New South Wales Department of Health","ror":"https://ror.org/03tb4gf50","country_code":"AU","type":"government","lineage":["https://openalex.org/I1311436738","https://openalex.org/I2801351115"]},{"id":"https://openalex.org/I4210140513","display_name":"Sydney Local Health District","ror":"https://ror.org/04w6y2z35","country_code":"AU","type":"government","lineage":["https://openalex.org/I2801351115","https://openalex.org/I4210140513"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Amith Shetty","raw_affiliation_strings":["Biomedical Informatics and Digital Health, The University of Sydney, Australia","NSW Ministry of Health, Sydney, Australia","Western Sydney Local Health District, Westmead, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Biomedical Informatics and Digital Health, The University of Sydney, Australia","institution_ids":["https://openalex.org/I129604602"]},{"raw_affiliation_string":"NSW Ministry of Health, Sydney, Australia","institution_ids":["https://openalex.org/I1311436738"]},{"raw_affiliation_string":"Western Sydney Local Health District, Westmead, Australia","institution_ids":["https://openalex.org/I4210140513"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":9,"corresponding_author_ids":["https://openalex.org/A5108114622"],"corresponding_institution_ids":["https://openalex.org/I129604602"],"apc_list":null,"apc_paid":null,"fwci":11.5788,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.97723404,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":98},"biblio":{"volume":"329","issue":null,"first_page":"307","last_page":"311"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10218","display_name":"Sepsis Diagnosis and Treatment","score":0.9930999875068665,"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":0.9930999875068665,"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/T13702","display_name":"Machine Learning in Healthcare","score":0.9907000064849854,"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/T13248","display_name":"Healthcare Technology and Patient Monitoring","score":0.9657999873161316,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/sepsis","display_name":"Sepsis","score":0.5597392320632935},{"id":"https://openalex.org/keywords/medical-emergency","display_name":"Medical emergency","score":0.5123652219772339},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.4655044674873352},{"id":"https://openalex.org/keywords/clinical-trial","display_name":"Clinical trial","score":0.44248074293136597},{"id":"https://openalex.org/keywords/intensive-care-medicine","display_name":"Intensive care medicine","score":0.4233728051185608},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3636435866355896},{"id":"https://openalex.org/keywords/emergency-medicine","display_name":"Emergency medicine","score":0.35836997628211975},{"id":"https://openalex.org/keywords/surgery","display_name":"Surgery","score":0.1213391125202179},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.10740113258361816}],"concepts":[{"id":"https://openalex.org/C2778384902","wikidata":"https://www.wikidata.org/wiki/Q183134","display_name":"Sepsis","level":2,"score":0.5597392320632935},{"id":"https://openalex.org/C545542383","wikidata":"https://www.wikidata.org/wiki/Q2751242","display_name":"Medical emergency","level":1,"score":0.5123652219772339},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.4655044674873352},{"id":"https://openalex.org/C535046627","wikidata":"https://www.wikidata.org/wiki/Q30612","display_name":"Clinical trial","level":2,"score":0.44248074293136597},{"id":"https://openalex.org/C177713679","wikidata":"https://www.wikidata.org/wiki/Q679690","display_name":"Intensive care medicine","level":1,"score":0.4233728051185608},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3636435866355896},{"id":"https://openalex.org/C194828623","wikidata":"https://www.wikidata.org/wiki/Q2861470","display_name":"Emergency medicine","level":1,"score":0.35836997628211975},{"id":"https://openalex.org/C141071460","wikidata":"https://www.wikidata.org/wiki/Q40821","display_name":"Surgery","level":1,"score":0.1213391125202179},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.10740113258361816}],"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":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D004636","descriptor_name":"Emergency Service, Hospital","qualifier_ui":"Q000458","qualifier_name":"organization & administration","is_major_topic":true},{"descriptor_ui":"D004636","descriptor_name":"Emergency Service, Hospital","qualifier_ui":"Q000458","qualifier_name":"organization & administration","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":"D018805","descriptor_name":"Sepsis","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D018805","descriptor_name":"Sepsis","qualifier_ui":"Q000175","qualifier_name":"diagnosis","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}],"locations_count":2,"locations":[{"id":"doi:10.3233/shti250851","is_oa":true,"landing_page_url":"https://doi.org/10.3233/shti250851","pdf_url":null,"source":{"id":"https://openalex.org/S4210179765","display_name":"Studies in health technology and informatics","issn_l":"0926-9630","issn":["0926-9630","1879-8365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"book series"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Studies in Health Technology and Informatics","raw_type":"book-chapter"},{"id":"pmid:40775869","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/40775869","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":"Studies in health technology and informatics","raw_type":null}],"best_oa_location":{"id":"doi:10.3233/shti250851","is_oa":true,"landing_page_url":"https://doi.org/10.3233/shti250851","pdf_url":null,"source":{"id":"https://openalex.org/S4210179765","display_name":"Studies in health technology and informatics","issn_l":"0926-9630","issn":["0926-9630","1879-8365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"book series"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Studies in Health Technology and Informatics","raw_type":"book-chapter"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","score":0.8199999928474426,"display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W3215560449","https://openalex.org/W3030236844","https://openalex.org/W2832459556","https://openalex.org/W2794721326","https://openalex.org/W4237737355","https://openalex.org/W1520457732","https://openalex.org/W4385384888","https://openalex.org/W2979695286","https://openalex.org/W4400410424","https://openalex.org/W4400177841"],"abstract_inverted_index":{"Recognising":[0],"sepsis":[1,27],"in":[2,28,50,93],"fast-paced":[3],"Emergency":[4,16],"Department":[5],"(ED)":[6],"environments":[7],"is":[8,101],"challenging.":[9],"The":[10],"Sepsis":[11,84],"risk":[12],"AI":[13,116],"algorithm":[14],"For":[15],"department":[17],"WAITing":[18],"room":[19],"(SAFE":[20],"WAIT)":[21],"model":[22,45],"was":[23],"developed":[24],"to":[25,35,68,81],"detect":[26],"the":[29,37,43,64,70,82,94],"ED":[30],"waiting":[31],"room.":[32],"We":[33,54],"aimed":[34],"evaluate":[36],"performance":[38,61,79],"and":[39,62,113],"clinical":[40,119],"utility":[41,67,88],"of":[42,105,115],"SAFE-WAIT":[44,72],"across":[46],"different":[47],"patient":[48],"subgroups":[49],"a":[51,90,102,110],"silent":[52,99],"trial.":[53],"reported":[55],"standard":[56],"evaluation":[57],"metrics":[58],"for":[59,109],"model's":[60,65],"calculated":[63],"expected":[66,87],"complement":[69],"evaluation.":[71],"demonstrates":[73],"an":[74],"earlier":[75],"prediction,":[76],"better":[77],"subgroup":[78],"compared":[80],"existing":[83],"Alert.":[85],"Its":[86],"highlighted":[89],"potential":[91],"value":[92],"future":[95],"decision-making":[96],"process.":[97],"This":[98],"trial":[100],"first":[103],"step":[104],"our":[106],"multistage":[107],"approach":[108],"safe":[111],"introduction":[112],"implementation":[114],"systems":[117],"into":[118],"practice.":[120]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
