Observational studyPediatric critical care medicine : a journal of the Society of Critical Care Medicine and the World Federation of Pediatric Intensive and Critical Care Societies2018
Derivation and Internal Validation of a Mortality Prediction Tool for Initial Survivors of Pediatric In-Hospital Cardiac Arrest.
Observational study in Pediatric critical care medicine : a journal of the Society of Critical Care Medicine and the World Federation of Pediatric Intensive and Critical Care Societies, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 10 papers.
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Who cites it
10 citing papers in PubMed.
- Epinephrine Before Defibrillation in Children With Initially Shockable In-Hospital Cardiac Arrest.Critical care medicine · 2025Article
- Development and validation of a prediction model of hospital mortality for patients with cardiac arrest survived 24 hours after cardiopulmonary resuscitation.Frontiers in cardiovascular medicine · 2025Article
- Incidence and outcomes of in-hospital resuscitation for cardiac arrest among paediatric patients in Jordan: a retrospective observational study.BMJ paediatrics open · 2024Observational
- Amplitude-Integrated EEG Monitoring in Pediatric Intensive Care: Prognostic Value in Meningitis before One Year of Age.Children (Basel, Switzerland) · 2022Article
- On-Hours Compared to Off-Hours Pediatric Extracorporeal Life Support Initiation in the United States Between 2009 and 2018-An Analysis of the Extracorporeal Life Support Organization Registry.Critical care explorations · 2022Article
- Predicting the Mortality and Readmission of In-Hospital Cardiac Arrest Patients With Electronic Health Records: A Machine Learning Approach.Journal of medical Internet research · 2021Article
- Survival and Hemodynamics During Pediatric Cardiopulmonary Resuscitation for Bradycardia and Poor Perfusion Versus Pulseless Cardiac Arrest.Critical care medicine · 2020Observational
- Lidocaine versus amiodarone for pediatric in-hospital cardiac arrest: An observational study.Resuscitation · 2020Observational
- Trends in Survival After Pediatric In-Hospital Cardiac Arrest in the United States.Circulation · 2019Observational
- Role of Big Data in Cardiovascular Research.Journal of the American Heart Association · 2019Review
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Abstract
objectivesTo develop a clinical prediction score for predicting mortality in children following return of spontaneous circulation after in-hospital cardiac arrest.
designObservational study using prospectively collected data.
settingThis was an analysis using data from the Get With The Guidelines-Resuscitation registry between January 2000 and December 2015. PATIENTS: Pediatric patients (< 18 yr old) who achieved return of spontaneous circulation.
interventionsNone. MEASUREMENTS AND MAIN
resultsThe primary outcome was in-hospital mortality. Patients were divided into a derivation (3/4) and validation (1/4) cohort. A prediction score was developed using a multivariable logistic regression model with backward selection. Patient and event characteristics for the derivation cohort (n = 3,893) and validation cohort (n = 1,297) were similar. Seventeen variables associated with the outcome remained in the final reduced model after backward elimination. Predictors of in-hospital mortality included age, illness category, pre-event characteristics, arrest location, day of the week, nonshockable pulseless rhythm, duration of chest compressions, and interventions in place at time of arrest. The C-statistic for the final score was 0.77 (95% CI, 0.75-0.78) in the derivation cohort and 0.77 (95% CI, 0.74-0.79) in the validation cohort. The expected versus observed mortality plot indicated good calibration in both the derivation and validation cohorts. The score showed a stepwise increase in mortality with an observed mortality of less than 15% for scores 0-9 and greater than 80% for scores greater than or equal to 25. The model also performed well for neurologic outcome and in sensitivity analyses for events within the past 5 years and for patients with or without a pulse at the onset of chest compressions.
conclusionsWe developed and internally validated a prediction score for initial survivors of pediatric in-hospital cardiac arrest. This prediction score may be useful for prognostication following cardiac arrest, stratifying patients for research, and guiding quality improvement initiatives.
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