Section of Adult Critical Care Medicine, Department of Medicine, The Medical City, Pasig City, Philippines.
J Intensive Care. 2014 Apr 24;2(1):29. doi: 10.1186/2052-0492-2-29. eCollection 2014.
This study aimed to assess the performance of the Simplified Acute Physiology Score 3 (SAPS 3) as a predictor of ICU mortality in critically ill patients of different case mixes admitted to an intensive care unit.
This retrospective cohort study was performed from January 2011 to August 2013 in the intensive care unit of a private tertiary referral center in the Philippines. Predicted ICU mortality was calculated using the SAPS 3 global model. Observed versus predicted mortality rates were compared, and the standardized mortality ratio (SMR) was calculated. The discrimination and calibration characteristics of the SAPS 3 system to predict ICU mortality were assessed.
A total of 2,426 patients were included. The observed ICU mortality was 277 (11.42%). The SAPS 3 global model had fair to good discrimination with an area under the receiver operating characteristic curve of 0.80 (CI 0.78-0.81). Good calibration was seen with the Hosmer-Lemeshow goodness of fit at Ĉ = 11.51 (p = 0.175). Standardized mortality ratio was 0.36 (0.26-0.81).
The global SAPS 3 prediction model showed fair to good discrimination and good calibration in predicting mortality in our intensive care unit. Different levels of discrimination and calibration across the different subgroups analyzed suggest that overall ICU performance seemed to be affected by case mix variations.
本研究旨在评估简化急性生理学评分 3 版(SAPS 3)作为预测不同病例组合的危重症患者入住重症监护病房(ICU)死亡率的指标的性能。
本回顾性队列研究于 2011 年 1 月至 2013 年 8 月在菲律宾一家私立三级转诊中心的重症监护病房进行。使用 SAPS 3 全球模型计算 ICU 死亡率的预测值。比较观察死亡率与预测死亡率,并计算标准化死亡率比(SMR)。评估 SAPS 3 系统预测 ICU 死亡率的区分度和校准度特征。
共纳入 2426 例患者。观察到的 ICU 死亡率为 277 例(11.42%)。SAPS 3 全球模型的区分度为中等至良好,接受者操作特征曲线下面积为 0.80(CI 0.78-0.81)。拟合优度的 Hosmer-Lemeshow 检验良好, Ĉ 值为 11.51(p=0.175)。标准化死亡率比为 0.36(0.26-0.81)。
SAPS 3 全球预测模型在预测我们重症监护病房的死亡率方面表现出中等至良好的区分度和良好的校准度。分析的不同亚组之间存在不同程度的区分度和校准度,这表明 ICU 的整体表现似乎受到病例组合变化的影响。