{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,28]],"date-time":"2026-03-28T08:16:27Z","timestamp":1774685787837,"version":"3.50.1"},"reference-count":18,"publisher":"Springer Science and Business Media LLC","issue":"1","license":[{"start":{"date-parts":[[2006,5,31]],"date-time":"2006-05-31T00:00:00Z","timestamp":1149033600000},"content-version":"unspecified","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["J Cardiothorac Surg"],"published-print":{"date-parts":[[2006,12]]},"abstract":"<jats:title>Abstract<\/jats:title>\n          <jats:sec>\n            <jats:title>Objective<\/jats:title>\n            <jats:p>Patients who have prolonged stay in intensive care unit (ICU) are associated with adverse outcomes. Such patients have cost implications and can lead to shortage of ICU beds. We aimed to develop a preoperative risk prediction tool for prolonged ICU stay following coronary artery surgery (CABG).<\/jats:p>\n          <\/jats:sec>\n          <jats:sec>\n            <jats:title>Methods<\/jats:title>\n            <jats:p>5,186 patients who underwent CABG between 1st April 1997 and 31st March 2002 were analysed in a development dataset. Logistic regression was used with forward stepwise technique to identify preoperative risk factors for prolonged ICU stay; defined as patients staying longer than 3 days on ICU. Variables examined included presentation history, co-morbidities, catheter and demographic details. The use of cardiopulmonary bypass (CPB) was also recorded. The prediction tool was tested on validation dataset (1197 CABG patients between 1<jats:sup>st<\/jats:sup> April 2003 and 31<jats:sup>st<\/jats:sup> March 2004). The area under the receiver operating characteristic (ROC) curve was calculated to assess the performance of the prediction tool.<\/jats:p>\n          <\/jats:sec>\n          <jats:sec>\n            <jats:title>Results<\/jats:title>\n            <jats:p>475(9.2%) patients had a prolonged ICU stay in the development dataset. Variables identified as risk factors for a prolonged ICU stay included renal dysfunction, unstable angina, poor ejection fraction, peripheral vascular disease, obesity, increasing age, smoking, diabetes, priority, hypercholesterolaemia, hypertension, and use of CPB. In the validation dataset, 8.1% patients had a prolonged ICU stay compared to 8.7% expected. The ROC curve for the development and validation datasets was 0.72 and 0.74 respectively.<\/jats:p>\n          <\/jats:sec>\n          <jats:sec>\n            <jats:title>Conclusion<\/jats:title>\n            <jats:p>A prediction tool has been developed which is reliable and valid. The tool is being piloted at our institution to aid resource management.<\/jats:p>\n          <\/jats:sec>","DOI":"10.1186\/1749-8090-1-14","type":"journal-article","created":{"date-parts":[[2006,6,1]],"date-time":"2006-06-01T09:01:39Z","timestamp":1149152499000},"update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":60,"title":["Preoperative calculation of risk for prolonged intensive care unit stay following coronary artery bypass grafting"],"prefix":"10.1186","volume":"1","author":[{"given":"Sanjay V","family":"Ghotkar","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Antony D","family":"Grayson","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Brian M","family":"Fabri","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Walid C","family":"Dihmis","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"D Mark","family":"Pullan","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2006,5,31]]},"reference":[{"key":"14_CR1","doi-asserted-by":"publisher","first-page":"480","DOI":"10.1016\/S0003-4975(01)03339-2","volume":"73","author":"TB Ferguson Jr","year":"2002","unstructured":"Ferguson TB, Hammill BG, Peterson ED, DeLong ER, Grover FL, STS National Database Committee: A decade of change--risk profiles and outcomes for isolated coronary artery bypass grafting procedures, 1990\u20131999: a report from the STS National Database Committee and the Duke Clinical Research Institute. 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