Validation of Pediatric Index of Mortality 3 in a Single Referral Pediatric Intensive Care Unit in Iran

IF 0.5 Q4 PEDIATRICS
H. Saidi, H. Ghafouri, H. Aghdam, G. Khanbabaei, N. Ahmadizadeh, Atefeh Ahmadi
{"title":"Validation of Pediatric Index of Mortality 3 in a Single Referral Pediatric Intensive Care Unit in Iran","authors":"H. Saidi, H. Ghafouri, H. Aghdam, G. Khanbabaei, N. Ahmadizadeh, Atefeh Ahmadi","doi":"10.5812/PEDINFECT.104428","DOIUrl":null,"url":null,"abstract":"Objectives: The research aimed to evaluate the Pediatric Index of Mortality 3 (PIM-3) for determining the risk of mortality among pediatric intensive care unit patients. Methods: A retrospective analysis was conducted on case records, as well as patient data from all admissions to the PICU of Mofid Children’s Hospital, Tehran, from October 2017 to February 2018. Employing an android calculator application, the PIM-3 score was estimated early within the first PICU admission. Then, the PIM-3 score and mortality rate were analyzed using the Mann-Whitney U test. In addition, calibration and discrimination were assessed by the Hosmer-Lemeshow goodness-of-fit test and a receiver operating characteristic curve method, respectively. Finally, the Standardized Mortality Ratio (SMR) was calculated. Results: In this study, 365 young infants, ranging from 10 to 29-months-old, were included. The overall mortality rate was 10.4%. Further, the patients’ PIM-3 scores ranged from 0.06% to 2.37% (95% confidence interval), with a mean of 1.45% (4.16% in non-survivors and 1.14% in survivors). The SMR was estimated at 7.18, demonstrating the underprediction of the death rate. The AUC of 0.714 (95% CI: 0.626 to 0.801) demonstrated a fair to good discrimination power of PIM-3 as an international standard risk-adjusted mortality indicator. Moreover, this score underpredicted the risk of mortality in young infants admitted to our ICU in 2017. Generally, the prediction was weak among low-risk patients. Therefore, the Pediatric Index of Mortality-3 score has the potential to be implemented in our PICU by modifying the expected probability of death by multiplying the original PIM-3 score by 7.12.","PeriodicalId":44261,"journal":{"name":"Archives of Pediatric Infectious Diseases","volume":" ","pages":""},"PeriodicalIF":0.5000,"publicationDate":"2021-02-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Archives of Pediatric Infectious Diseases","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.5812/PEDINFECT.104428","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q4","JCRName":"PEDIATRICS","Score":null,"Total":0}
引用次数: 1

Abstract

Objectives: The research aimed to evaluate the Pediatric Index of Mortality 3 (PIM-3) for determining the risk of mortality among pediatric intensive care unit patients. Methods: A retrospective analysis was conducted on case records, as well as patient data from all admissions to the PICU of Mofid Children’s Hospital, Tehran, from October 2017 to February 2018. Employing an android calculator application, the PIM-3 score was estimated early within the first PICU admission. Then, the PIM-3 score and mortality rate were analyzed using the Mann-Whitney U test. In addition, calibration and discrimination were assessed by the Hosmer-Lemeshow goodness-of-fit test and a receiver operating characteristic curve method, respectively. Finally, the Standardized Mortality Ratio (SMR) was calculated. Results: In this study, 365 young infants, ranging from 10 to 29-months-old, were included. The overall mortality rate was 10.4%. Further, the patients’ PIM-3 scores ranged from 0.06% to 2.37% (95% confidence interval), with a mean of 1.45% (4.16% in non-survivors and 1.14% in survivors). The SMR was estimated at 7.18, demonstrating the underprediction of the death rate. The AUC of 0.714 (95% CI: 0.626 to 0.801) demonstrated a fair to good discrimination power of PIM-3 as an international standard risk-adjusted mortality indicator. Moreover, this score underpredicted the risk of mortality in young infants admitted to our ICU in 2017. Generally, the prediction was weak among low-risk patients. Therefore, the Pediatric Index of Mortality-3 score has the potential to be implemented in our PICU by modifying the expected probability of death by multiplying the original PIM-3 score by 7.12.
伊朗单一转诊儿科重症监护室中儿童死亡率指数3的验证
目的:本研究旨在评估儿科死亡率指数3(PIM-3),以确定儿科重症监护室患者的死亡风险。方法:对2017年10月至2018年2月德黑兰Mofid儿童医院PICU所有入院患者的病例记录和患者数据进行回顾性分析。使用安卓计算器应用程序,PIM-3分数在第一次PICU入院时就进行了早期估计。然后,使用Mann-Whitney U检验分析PIM-3评分和死亡率。此外,校准和判别分别通过Hosmer-Lemeshow拟合优度测试和接收器工作特性曲线法进行评估。最后,计算了标准化死亡率(SMR)。结果:在本研究中,纳入了365名10至29个月大的婴儿。总死亡率为10.4%。此外,患者的PIM-3评分范围为0.06%-2.37%(95%置信区间),平均值为1.45%(非幸存者为4.16%,幸存者为1.14%)。SMR估计为7.18,表明对死亡率的预测不足。AUC为0.714(95%可信区间:0.626至0.801),表明PIM-3作为国际标准风险调整死亡率指标具有良好的辨别力。此外,该评分低估了2017年入住我们ICU的婴儿的死亡率。一般来说,低风险患者的预测能力较弱。因此,儿科死亡指数-3评分有可能通过将原始PIM-3评分乘以7.12来修改预期死亡概率,从而在我们的PICU中实施。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
CiteScore
1.80
自引率
14.30%
发文量
22
期刊介绍: Archives Of Pediatric Infectious Disease is a clinical journal which is informative to all practitioners like pediatric infectious disease specialists and internists. This authoritative clinical journal was founded by Professor Abdollah Karimi in 2012. The Journal context is devoted to the particular compilation of the latest worldwide and interdisciplinary approach and findings including original manuscripts, meta-analyses and reviews, health economic papers, debates and consensus statements of clinical relevance to pediatric disease field, especially infectious diseases. In addition, consensus evidential reports not only highlight the new observations, original research and results accompanied by innovative treatments and all the other relevant topics but also include highlighting disease mechanisms or important clinical observations and letters on articles published in the journal.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信