Austrian validation and customization of the SAPS 3 Admission Score

被引:47
作者
Metnitz, Barbara [2 ]
Schaden, Eva [1 ]
Moreno, Rui [3 ]
Le Gall, Jean-Roger [4 ]
Bauer, Peter [2 ]
Metnitz, Philipp G. H. [1 ]
机构
[1] Med Univ Vienna, Dept Anesthesiol & Gen Intens Care, Vienna, Austria
[2] Med Univ Vienna, Dept Med Stat, Vienna, Austria
[3] EPE, Ctr Hosp Lisboa Cent, Hosp St Antonio dos Capuchos, Unidade Cuidados Intensivos Polivalente, Lisbon, Portugal
[4] Univ Paris 07, Hop St Louis, Dept Reanimat Med, Paris, France
关键词
Severity-of-illness; Outcome; Prognosis; Customization; SAPS; 3; LOGISTIC-REGRESSION MODELS; INTENSIVE-CARE-UNIT; PROGNOSTIC MODEL; PERFORMANCE; MULTICENTER; MORTALITY; SYSTEM; STRATEGIES; PATIENT;
D O I
10.1007/s00134-008-1286-2
中图分类号
R4 [临床医学];
学科分类号
1002 ; 100602 ;
摘要
Objective: To test the prognostic performance of the SAPS 3 Admission Score in a regional cohort and to empirically test the need and feasibility of regional customization. Design: Prospective multicenter cohort study. Patients and setting: Data on a total of 2,060 patients consecutively admitted to 22 intensive care units in Austria from October 2, 2006 to February 28, 2007. Measurements and results: The database includes basic variables, SAPS 3, length-of-stay and outcome data. The original SAPS 3 Admission Score overestimated hospital mortality in Austrian intensive care patients through all strata of the severity-of-illness. This was true for both available equations, the General and the Central and Western Europe equation. For this reason a customized country-specific model was developed, using cross-validation techniques. This model showed excellent calibration and discrimination in the whole cohort (Hosmer Lemeshow goodness-of-fit: (H) over cap = 4.50, P = 0.922; (C) over cap = 5.61, P = 0.847, aROC, 0.82) as well as in the various tested subgroups. Conclusions: The SAPS 3 Admission Score's general equation can be seen as a framework for addressing the problem of outcome prediction in the general population of adult ICU patients. For benchmarking purposes, region-specific or country-specific equations seem to be necessary in order to compare ICUs on a similar level.
引用
收藏
页码:616 / 622
页数:7
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