{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,10,4]],"date-time":"2026-10-04T03:16:35Z","timestamp":1791083795431,"version":"4.1.0"},"reference-count":19,"publisher":"Elsevier BV","license":[{"start":{"date-parts":[[2024,11,1]],"date-time":"2024-11-01T00:00:00Z","timestamp":1730419200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.elsevier.com\/tdm\/userlicense\/1.0\/"},{"start":{"date-parts":[[2024,11,1]],"date-time":"2024-11-01T00:00:00Z","timestamp":1730419200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.elsevier.com\/legal\/tdmrep-license"},{"start":{"date-parts":[[2024,11,1]],"date-time":"2024-11-01T00:00:00Z","timestamp":1730419200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-017"},{"start":{"date-parts":[[2024,11,1]],"date-time":"2024-11-01T00:00:00Z","timestamp":1730419200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"},{"start":{"date-parts":[[2024,11,1]],"date-time":"2024-11-01T00:00:00Z","timestamp":1730419200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-012"},{"start":{"date-parts":[[2024,11,1]],"date-time":"2024-11-01T00:00:00Z","timestamp":1730419200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2024,11,1]],"date-time":"2024-11-01T00:00:00Z","timestamp":1730419200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-004"}],"content-domain":{"domain":["clinicalkey.fr","clinicalkey.jp","clinicalkey.es","clinicalkey.com.au","clinicalkey.com","elsevier.com","sciencedirect.com"],"crossmark-restriction":true},"short-container-title":["The American Journal of Emergency Medicine"],"published-print":{"date-parts":[[2024,11]]},"DOI":"10.1016\/j.ajem.2024.08.045","type":"journal-article","created":{"date-parts":[[2024,9,3]],"date-time":"2024-09-03T00:29:50Z","timestamp":1725323390000},"page":"80-85","update-policy":"https:\/\/doi.org\/10.1016\/elsevier_cm_policy","source":"Crossref","is-referenced-by-count":11,"special_numbering":"C","title":["Using machine learning to predict bacteremia in urgent care patients on the basis of triage data and laboratory results"],"prefix":"10.1016","volume":"85","author":[{"given":"Chung-Ping","family":"Chiu","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Hsin-Hung","family":"Chou","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Peng-Chan","family":"Lin","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Ching-Chi","family":"Lee","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Sun-Yuan","family":"Hsieh","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"78","reference":[{"key":"10.1016\/j.ajem.2024.08.045_bb0005","doi-asserted-by":"crossref","first-page":"1037","DOI":"10.1017\/S0950268806007631","article-title":"Burden of community-onset bloodstream infection: a population-based assessment","volume":"135","author":"Laupland","year":"2007","journal-title":"Epidemiol Infect"},{"key":"10.1016\/j.ajem.2024.08.045_bb0010","doi-asserted-by":"crossref","first-page":"593","DOI":"10.1001\/archinte.1995.00430060050006","article-title":"How bad are bacteremia and sepsis?: outcomes in a cohort with suspected bacteremia","volume":"155","author":"Bates","year":"1995","journal-title":"Arch Intern Med"},{"key":"10.1016\/j.ajem.2024.08.045_bb0015","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1186\/s13054-019-2632-1","article-title":"Beneficial effects of early empirical administration of appropriate antimicrobials on survival and defervescence in adults with community-onset bacteremia","volume":"23","author":"Lee","year":"2019","journal-title":"Crit Care"},{"key":"10.1016\/j.ajem.2024.08.045_bb0020","first-page":"1009","article-title":"Laboratory diagnosis of bacteremia and fungemia","volume":"15","author":"Magadia","year":"2001","journal-title":"Infect Dis Clini"},{"key":"10.1016\/j.ajem.2024.08.045_bb0025","doi-asserted-by":"crossref","DOI":"10.1371\/journal.pone.0106765","article-title":"A risk prediction model for screening bacteremic patients: a cross sectional study","volume":"9","author":"Ratzinger","year":"2014","journal-title":"PloS One"},{"key":"10.1016\/j.ajem.2024.08.045_bb0030","author":"Yiu"},{"key":"10.1016\/j.ajem.2024.08.045_bb0035","first-page":"2825","article-title":"Scikit-learn: machine learning in Python","volume":"12","author":"Pedregosa","year":"2011","journal-title":"J Mach Learn Resear"},{"key":"10.1016\/j.ajem.2024.08.045_bb0040","doi-asserted-by":"crossref","first-page":"1691","DOI":"10.1016\/j.ajem.2012.01.018","article-title":"Predictors of bacteremia in emergency department patients with suspected infection","volume":"30","author":"Chase","year":"2012","journal-title":"The Am J Emerg Med"},{"key":"10.1016\/j.ajem.2024.08.045_bb0045","doi-asserted-by":"crossref","first-page":"449","DOI":"10.1016\/j.jmii.2011.04.006","article-title":"Predictive model for bacteremia in adult patients with blood cultures performed at the emergency department: a preliminary report","volume":"44","author":"Su","year":"2011","journal-title":"J Microbiol Immunol Infect"},{"key":"10.1016\/j.ajem.2024.08.045_bb0050","doi-asserted-by":"crossref","first-page":"2498","DOI":"10.3390\/diagnostics12102498","article-title":"Predicting bacteremia among septic atients based on ED information by machine learning methods: a comparative study","volume":"12","author":"Goh","year":"2022","journal-title":"Diagnostics"},{"issue":"2","key":"10.1016\/j.ajem.2024.08.045_bb0055","doi-asserted-by":"crossref","first-page":"215","DOI":"10.1111\/j.2517-6161.1958.tb00292.x","article-title":"The regression analysis of binary sequences","volume":"20","author":"Cox","year":"1958","journal-title":"J Royal Statist Societ Series B: Statistical Methodology"},{"key":"10.1016\/j.ajem.2024.08.045_bb0060","doi-asserted-by":"crossref","first-page":"12","DOI":"10.1016\/j.jclinepi.2019.02.004","article-title":"A systematic review shows no performance benefit of machine learning over logistic regression for clinical prediction models","volume":"110","author":"Christodoulou","year":"2019","journal-title":"J Clini Epidemiol"},{"key":"10.1016\/j.ajem.2024.08.045_bb0065","doi-asserted-by":"crossref","first-page":"588","DOI":"10.1002\/bimj.201300226","article-title":"Machine learning versus statistical modeling","volume":"56","author":"Boulesteix","year":"2014","journal-title":"Biom J"},{"key":"10.1016\/j.ajem.2024.08.045_bb0070","doi-asserted-by":"crossref","first-page":"18","DOI":"10.1038\/s41746-018-0029-1","article-title":"Scalable and accurate deep learning with electronic health records","volume":"1","author":"Rajkomar","year":"2018","journal-title":"NPJ Digi Med"},{"key":"10.1016\/j.ajem.2024.08.045_bb0075","doi-asserted-by":"crossref","first-page":"517","DOI":"10.1001\/jama.2017.7797","article-title":"Unintended consequences of machine learning in medicine","volume":"318","author":"Cabitza","year":"2017","journal-title":"JAMA"},{"key":"10.1016\/j.ajem.2024.08.045_bb0080","doi-asserted-by":"crossref","first-page":"1170","DOI":"10.1378\/chest.11-1301","article-title":"Predicting cardiac arrest on the wards: a nested case-control study","volume":"141","author":"Churpek","year":"2012","journal-title":"Chest"},{"key":"10.1016\/j.ajem.2024.08.045_bb0085","doi-asserted-by":"crossref","first-page":"388","DOI":"10.1002\/jhm.1929","article-title":"Early detection of impending physiologic deterioration among patients who are not in intensive care: development of predictive models using data from an automated electronic medical record","volume":"7","author":"Escobar","year":"2012","journal-title":"J Hosp Med"},{"key":"10.1016\/j.ajem.2024.08.045_bb0090","doi-asserted-by":"crossref","first-page":"215","DOI":"10.1016\/j.jmii.2011.01.023","article-title":"Isolated pathogens and clinical outcomes of adult bacteremia in the emergency department: a retrospective study in a tertiary referral center","volume":"44","author":"Kao","year":"2011","journal-title":"J Microbiol Immunol Infect"},{"key":"10.1016\/j.ajem.2024.08.045_bb0095","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1186\/s12879-019-4721-9","article-title":"Antimicrobial resistance of bacteraemia in the emergency department of a German university hospital (2013\u20132018): potential carbapenem-sparing empiric treatment options in light of the new EUCAST recommendations","volume":"19","author":"Rothe","year":"2019","journal-title":"BMC Infect Dis"}],"container-title":["The American Journal of Emergency Medicine"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S0735675724004340?httpAccept=text\/xml","content-type":"text\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S0735675724004340?httpAccept=text\/plain","content-type":"text\/plain","content-version":"vor","intended-application":"text-mining"}],"deposited":{"date-parts":[[2024,10,31]],"date-time":"2024-10-31T04:12:44Z","timestamp":1730347964000},"score":1,"resource":{"primary":{"URL":"https:\/\/linkinghub.elsevier.com\/retrieve\/pii\/S0735675724004340"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,11]]},"references-count":19,"alternative-id":["S0735675724004340"],"URL":"https:\/\/doi.org\/10.1016\/j.ajem.2024.08.045","relation":{},"ISSN":["0735-6757"],"issn-type":[{"value":"0735-6757","type":"print"}],"subject":[],"published":{"date-parts":[[2024,11]]},"assertion":[{"value":"Elsevier","name":"publisher","label":"This article is maintained by"},{"value":"Using machine learning to predict bacteremia in urgent care patients on the basis of triage data and laboratory results","name":"articletitle","label":"Article Title"},{"value":"The American Journal of Emergency Medicine","name":"journaltitle","label":"Journal Title"},{"value":"https:\/\/doi.org\/10.1016\/j.ajem.2024.08.045","name":"articlelink","label":"CrossRef DOI link to publisher maintained version"},{"value":"article","name":"content_type","label":"Content Type"},{"value":"\u00a9 2024 Published by Elsevier Inc.","name":"copyright","label":"Copyright"}]}}