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Risk of mortality in pediatric intensive care unit, assessed by PRISM-III
N Bilan1, B A Galehgolab, A Emadaddin
1Tuberculosis and Lung Diseases Research Centre, Tabriz University of Medical Sciences, Tabriz, Iran.
Insights
The Pediatric Risk of Mortality III (PRISM-III) score accurately predicted mortality in a pediatric intensive care unit (PICU). This scoring system demonstrated excellent calibration, with observed mortality closely matching expected rates.
Area of Science:
- Pediatric critical care medicine
- Clinical epidemiology
Background:
- Accurate mortality prediction is crucial for resource allocation and quality improvement in pediatric intensive care units (PICUs).
- The Pediatric Risk of Mortality III (PRISM-III) is a widely used scoring system for predicting mortality in critically ill children.
Purpose of the Study:
- To evaluate the performance and calibration of the PRISM-III scoring system in predicting short-term mortality among infants and children admitted to a PICU.
- To assess the predictive accuracy of PRISM-III using statistical methods like the Hosmer and Lemeshow goodness-of-fit test and Receiver Operating Characteristic (ROC) curve analysis.
Main Methods:
- A prospective study involving 221 infants and children consecutively admitted to the PICU of Tabriz Children's Hospital over 13 months.
- Collection of data for PRISM-III score calculation within the first 24 hours of PICU admission.
- Statistical evaluation using Hosmer and Lemeshow goodness-of-fit test, ROC curve analysis, and comparison of observed (O) versus expected (E) mortality rates (O/E ratio).
Main Results:
- The mean PRISM-III score was 14.22 ± 9.57.
- ROC analysis showed a strong predictive power for PRISM-III, with an area under the curve of 0.898.
- The study demonstrated excellent model fit (goodness-of-fit p-value = 0.161) and high calibration (O/E ratio = 1.005), with observed mortality at 9.05% and expected mortality at 9%.
Conclusions:
- The PRISM-III scoring system is a reliable and well-calibrated tool for predicting short-term mortality in the studied PICU population.
- The findings support the continued use of PRISM-III for risk stratification and quality assessment in pediatric critical care settings.
Abstract:
This study aimed at evaluating the mortality rate in a PICU applying PRISM-III. Two hundred and twenty one infants and children consecutively admitted to PICU of Tabriz Children's Hospital were studied during a 13 months period of time. Data required for calculating the PRISM-III score were collected during the first 24 h of PICU stay in all patients. The prediction of actual mortality by PRISM-III scoring was evaluated by the Hosmer and Lemeshow goodness-of-fit test. Receiver Operating Characteristic (ROC) curve was constructed, as well. The observed (O) short-term (during hospital stay) mortality rate was compared with the expected (E) figures as the O/E ratio. The mean value of the PRISM-III score was 14.22 +/- 9.57(2-42). ROC analysis indicated a strong predictive power for the PRISM-III (area under the curve = 0.898) and the test was well fit to the designed study (goodness-of-fit p-value = 0.161). The observed short-term mortality rate was 9.05% and the expected mortality rate by the PRISM-III scoring was 9% (O/E ratio = 1.005). The PRISM-III scoring system was highly calibrated in our institute.
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