The EuroSCORE and a local model consistently predicted coronary surgery mortality and showed complementary properties

Abstract Objective To revalidate a local model for prediction of in-hospital mortality after coronary surgery several years after its introduction and the EuroSCORE in a specific area within its original scope. To assess the specific advantages of one type of instrument over the other in a definite...

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Veröffentlicht in:Journal of clinical epidemiology 2008-07, Vol.61 (7), p.663-670
Hauptverfasser: Ribera, Aida, Ferreira-Gonzalez, Ignacio, Cascant, Purificació, Pons, Joan M.V, Permanyer-Miralda, Gaietà
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container_end_page 670
container_issue 7
container_start_page 663
container_title Journal of clinical epidemiology
container_volume 61
creator Ribera, Aida
Ferreira-Gonzalez, Ignacio
Cascant, Purificació
Pons, Joan M.V
Permanyer-Miralda, Gaietà
description Abstract Objective To revalidate a local model for prediction of in-hospital mortality after coronary surgery several years after its introduction and the EuroSCORE in a specific area within its original scope. To assess the specific advantages of one type of instrument over the other in a definite context. Study Design and Setting Data from consecutive patients undergoing a first isolated coronary artery bypass between November 2001 and November 2003 in five hospitals in Catalonia were prospectively collected. Results The study included 1,605 patients. Areas under the receiver-operating characteristics curves were around 0.75 for both models. Calibration was low for both models and the local model significantly overestimated risk. The ordering of operating centers by performance was identical with each strategy but the centers labeled as outliers differed. Conclusion (1) Evaluation of performance of individual hospitals was consistent using both systems and almost identical when they were internally recalibrated, (2) The impact of the benchmark population characteristics on model performance may be greater than that of risk factors considered for score calculation, (3) Promoting the use of a widely used instrument as the EuroSCORE might be sufficient for most evaluations. Local scales can be useful to highlight locally relevant features and temporal trends.
doi_str_mv 10.1016/j.jclinepi.2006.10.025
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To assess the specific advantages of one type of instrument over the other in a definite context. Study Design and Setting Data from consecutive patients undergoing a first isolated coronary artery bypass between November 2001 and November 2003 in five hospitals in Catalonia were prospectively collected. Results The study included 1,605 patients. Areas under the receiver-operating characteristics curves were around 0.75 for both models. Calibration was low for both models and the local model significantly overestimated risk. The ordering of operating centers by performance was identical with each strategy but the centers labeled as outliers differed. Conclusion (1) Evaluation of performance of individual hospitals was consistent using both systems and almost identical when they were internally recalibrated, (2) The impact of the benchmark population characteristics on model performance may be greater than that of risk factors considered for score calculation, (3) Promoting the use of a widely used instrument as the EuroSCORE might be sufficient for most evaluations. Local scales can be useful to highlight locally relevant features and temporal trends.</description><identifier>ISSN: 0895-4356</identifier><identifier>EISSN: 1878-5921</identifier><identifier>DOI: 10.1016/j.jclinepi.2006.10.025</identifier><identifier>PMID: 18538261</identifier><language>eng</language><publisher>New York, NY: Elsevier Inc</publisher><subject>Acute coronary syndromes ; Advantages ; Aged ; Aged, 80 and over ; Area Under Curve ; Biological and medical sciences ; Cardiology. Vascular system ; Coronary Artery Bypass - mortality ; Coronary artery surgery ; Coronary heart disease ; Data collection ; Data Collection - methods ; Epidemiology ; EuroSCORE ; Health Status Indicators ; Heart ; Hospital Mortality ; Hospitals ; Humans ; Internal Medicine ; Logistics ; Medical sciences ; Methods ; Models, Cardiovascular ; Models, Statistical ; Mortality ; Population characteristics ; Prognosis ; Prospective Studies ; Risk assessment ; Risk Assessment - methods ; Risk factors ; Studies ; Surgery ; Surgical risk ; Technological change ; Validity ; Variables ; Veins &amp; arteries</subject><ispartof>Journal of clinical epidemiology, 2008-07, Vol.61 (7), p.663-670</ispartof><rights>Elsevier Inc.</rights><rights>2008 Elsevier Inc.</rights><rights>2008 INIST-CNRS</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c479t-27f1effc903e88551cbc06f35fe1b4833b9807b45c41d2873b890694cded4f523</citedby><cites>FETCH-LOGICAL-c479t-27f1effc903e88551cbc06f35fe1b4833b9807b45c41d2873b890694cded4f523</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://www.sciencedirect.com/science/article/pii/S089543560700426X$$EHTML$$P50$$Gelsevier$$H</linktohtml><link.rule.ids>314,776,780,3537,27901,27902,65306</link.rule.ids><backlink>$$Uhttp://pascal-francis.inist.fr/vibad/index.php?action=getRecordDetail&amp;idt=20457530$$DView record in Pascal Francis$$Hfree_for_read</backlink><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/18538261$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Ribera, Aida</creatorcontrib><creatorcontrib>Ferreira-Gonzalez, Ignacio</creatorcontrib><creatorcontrib>Cascant, Purificació</creatorcontrib><creatorcontrib>Pons, Joan M.V</creatorcontrib><creatorcontrib>Permanyer-Miralda, Gaietà</creatorcontrib><creatorcontrib>for the ARCA Study group investigators</creatorcontrib><creatorcontrib>ARCA Study group investigators</creatorcontrib><title>The EuroSCORE and a local model consistently predicted coronary surgery mortality and showed complementary properties</title><title>Journal of clinical epidemiology</title><addtitle>J Clin Epidemiol</addtitle><description>Abstract Objective To revalidate a local model for prediction of in-hospital mortality after coronary surgery several years after its introduction and the EuroSCORE in a specific area within its original scope. To assess the specific advantages of one type of instrument over the other in a definite context. Study Design and Setting Data from consecutive patients undergoing a first isolated coronary artery bypass between November 2001 and November 2003 in five hospitals in Catalonia were prospectively collected. Results The study included 1,605 patients. Areas under the receiver-operating characteristics curves were around 0.75 for both models. Calibration was low for both models and the local model significantly overestimated risk. The ordering of operating centers by performance was identical with each strategy but the centers labeled as outliers differed. Conclusion (1) Evaluation of performance of individual hospitals was consistent using both systems and almost identical when they were internally recalibrated, (2) The impact of the benchmark population characteristics on model performance may be greater than that of risk factors considered for score calculation, (3) Promoting the use of a widely used instrument as the EuroSCORE might be sufficient for most evaluations. Local scales can be useful to highlight locally relevant features and temporal trends.</description><subject>Acute coronary syndromes</subject><subject>Advantages</subject><subject>Aged</subject><subject>Aged, 80 and over</subject><subject>Area Under Curve</subject><subject>Biological and medical sciences</subject><subject>Cardiology. 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To assess the specific advantages of one type of instrument over the other in a definite context. Study Design and Setting Data from consecutive patients undergoing a first isolated coronary artery bypass between November 2001 and November 2003 in five hospitals in Catalonia were prospectively collected. Results The study included 1,605 patients. Areas under the receiver-operating characteristics curves were around 0.75 for both models. Calibration was low for both models and the local model significantly overestimated risk. The ordering of operating centers by performance was identical with each strategy but the centers labeled as outliers differed. Conclusion (1) Evaluation of performance of individual hospitals was consistent using both systems and almost identical when they were internally recalibrated, (2) The impact of the benchmark population characteristics on model performance may be greater than that of risk factors considered for score calculation, (3) Promoting the use of a widely used instrument as the EuroSCORE might be sufficient for most evaluations. Local scales can be useful to highlight locally relevant features and temporal trends.</abstract><cop>New York, NY</cop><pub>Elsevier Inc</pub><pmid>18538261</pmid><doi>10.1016/j.jclinepi.2006.10.025</doi><tpages>8</tpages></addata></record>
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subjects Acute coronary syndromes
Advantages
Aged
Aged, 80 and over
Area Under Curve
Biological and medical sciences
Cardiology. Vascular system
Coronary Artery Bypass - mortality
Coronary artery surgery
Coronary heart disease
Data collection
Data Collection - methods
Epidemiology
EuroSCORE
Health Status Indicators
Heart
Hospital Mortality
Hospitals
Humans
Internal Medicine
Logistics
Medical sciences
Methods
Models, Cardiovascular
Models, Statistical
Mortality
Population characteristics
Prognosis
Prospective Studies
Risk assessment
Risk Assessment - methods
Risk factors
Studies
Surgery
Surgical risk
Technological change
Validity
Variables
Veins & arteries
title The EuroSCORE and a local model consistently predicted coronary surgery mortality and showed complementary properties
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