Comparison of the pediatric risk of mortality, pediatric index of mortality, and pediatric index of mortality 2 models in a pediatric intensive care unit in China A validation study

被引:13
|
作者
Qiu, Jun [1 ]
Lu, Xiulan [1 ]
Wang, Kewei [1 ]
Zhu, Yimin [1 ]
Zuo, Chao [1 ]
Xiao, Zhenghui [1 ]
机构
[1] Hunan Childrens Hosp, Dept Childrens Intens Res Ctr, Changsha 410007, Hunan, Peoples R China
关键词
pediatric index of mortality; pediatric intensive care unit; pediatric risk of mortality; prediction models; PERFORMANCE; PREDICTION; PRISM; PIM2; CALIBRATION; PHYSIOLOGY; SCORE;
D O I
10.1097/MD.0000000000006431
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
This study was designed with the aim of comparing the performances of the pediatric risk of mortality (PRISM), pediatric index of mortality (PIM), and revised version pediatric index of mortality 2 (PIM2) models in a pediatric intensive care unit (PICU) in China. A total of 852 critically ill pediatric patients were recruited in the study between January 1 and December 31, 2014. The variables required to calculate PRISM, PIM, and PIM2 were collected. Mode l performance was evaluated by assessing the calibration and discrimination. Discrimination between death and survival was assessed by calculating the area under the receiver-operating characteristic curve (AUC). Calibration across deciles of risk was evaluated using the Hosmer-Lemeshow goodness-of-fit chi(2) test. Of the 852 patients enrolled in this study, 745 patients survived until the end of the PICU stay (107 patients died, 12.56%). The AUCs (95% confidence intervals, CI) were 0.729 (0.670-0.788) for PRISM, 0.721 (0.667-0.776) for PIM, and 0.726 (0.671-0.781) for PIM2. The Hosmer-Lemeshow test revealed a chi-square of 7.26 (P=0.51, v=10) for PRISM, 26.28 (P=0.0009, v=10) for PIM, and 10.28 (P=0.21, v=10) for PIM2. The standardized mortality rate was 1.14 (95% CI: 0.93-1.36) for PRISM, 1.89 (95% CI: 1.55-2.27) for PIM, and 2.13 (95% CI: 1.75-2.55) for PIM2. The PRISM, PIM, and PIM2 scores demonstrated an acceptable discriminatory performance. With the exception of PIM, the PRISM and PIM2 models had good calibrations.
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页数:7
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