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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
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 pediat...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Wolters Kluwer Health
2017
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5411191/ https://www.ncbi.nlm.nih.gov/pubmed/28383407 http://dx.doi.org/10.1097/MD.0000000000006431 |
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author | Qiu, Jun Lu, Xiulan Wang, Kewei Zhu, Yimin Zuo, Chao Xiao, Zhenghui |
author_facet | Qiu, Jun Lu, Xiulan Wang, Kewei Zhu, Yimin Zuo, Chao Xiao, Zhenghui |
author_sort | Qiu, Jun |
collection | PubMed |
description | 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 χ(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. |
format | Online Article Text |
id | pubmed-5411191 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | Wolters Kluwer Health |
record_format | MEDLINE/PubMed |
spelling | pubmed-54111912017-05-02 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 Qiu, Jun Lu, Xiulan Wang, Kewei Zhu, Yimin Zuo, Chao Xiao, Zhenghui Medicine (Baltimore) 3900 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 χ(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. Wolters Kluwer Health 2017-04-07 /pmc/articles/PMC5411191/ /pubmed/28383407 http://dx.doi.org/10.1097/MD.0000000000006431 Text en Copyright © 2017 the Author(s). Published by Wolters Kluwer Health, Inc. http://creativecommons.org/licenses/by-nd/4.0 This is an open access article distributed under the Creative Commons Attribution-NoDerivatives License 4.0, which allows for redistribution, commercial and non-commercial, as long as it is passed along unchanged and in whole, with credit to the author. http://creativecommons.org/licenses/by-nd/4.0 |
spellingShingle | 3900 Qiu, Jun Lu, Xiulan Wang, Kewei Zhu, Yimin Zuo, Chao Xiao, Zhenghui 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 |
title | 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 |
title_full | 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 |
title_fullStr | 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 |
title_full_unstemmed | 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 |
title_short | 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 |
title_sort | 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 |
topic | 3900 |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5411191/ https://www.ncbi.nlm.nih.gov/pubmed/28383407 http://dx.doi.org/10.1097/MD.0000000000006431 |
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