Pediatr Crit Care Me
-
Pediatr Crit Care Me · Nov 2024
Extubation Failure in the PICU: A Virtual Pediatric Systems Database Study, 2017-2021.
Extubation failure (EF) in PICU patients is reintubation within 48, 72, or 96 hours of planned extubation (EF48, EF72, and EF96, respectively). Standardized sedation protocols, extubation readiness testing, and noninvasive respiratory support are used to improve efficient liberation from mechanical ventilation (MV). We therefore aimed to review EF rates, time to failure, and the use of noninvasive respiratory support after extubation, 2017-2021. ⋯ In the VPS 2017-2021 dataset, we have found that the overall EF rates (EF48-EF96) have improved over this 5-year period. We are not able to assess the clinical benefit of this change, but it is evident that over the same period, there has been a concomitant increase in the use of postextubation noninvasive respiratory support. Further work is needed to look at the interaction of these effects in contemporary PICU practice.
-
Pediatr Crit Care Me · Nov 2024
Evaluation of a Comprehensive Algorithm for PICU Patients With New Fever or Instability: Association of Clinical Decision Support With Testing Practices.
Previously, we implemented a comprehensive decision support tool, a "New Fever Algorithm," to support the evaluation of PICU patients with new fever or instability. This tool was associated with a decline in culture rates without safety concerns. We assessed the impact of the algorithm on testing practices by identifying the proportion of cultures pre- vs. post-implementation that were discordant with algorithm guidance and may have been avoidable. ⋯ The majority of cultures obtained were for new fever or instability and introduction of the "New Fever Algorithm" was associated with reductions in algorithm-discordant testing practices and pan-cultures. There remain opportunities for improvement and additional strategies are warranted to optimize testing practices for in this complex patient population.
-
Pediatr Crit Care Me · Nov 2024
The 2024 Pediatric Sepsis Challenge: Predicting In-Hospital Mortality in Children With Suspected Sepsis in Uganda.
The aim of this "Technical Note" is to inform the pediatric critical care data research community about the "2024 Pediatric Sepsis Data Challenge." This competition aims to facilitate the development of open-source algorithms to predict in-hospital mortality in Ugandan children with sepsis. The challenge is to first develop an algorithm using a synthetic training dataset, which will then be scored according to standard diagnostic testing criteria, and then be evaluated against a nonsynthetic test dataset. The datasets originate from admissions to six hospitals in Uganda (2017-2020) and include 3837 children, 6 to 60 months old, who were confirmed or suspected to have a diagnosis of sepsis. ⋯ The test validation dataset closely resembles the synthetic dataset. The challenge should generate an optimal model for predicting in-hospital mortality. Following external validation, this model could be used to improve the outcomes for children with proven or suspected sepsis in low- and middle-income settings.
-
Pediatr Crit Care Me · Nov 2024
Comparative StudyFluid Management in Critically Ill Children: Single-Center Retrospective Comparison of Trauma and Postoperative Patients, 2020-2022.
Injury and surgery both represent well-defined starting points of a predictable inflammatory response, but the consequent response to IV fluids has not been studied. We aimed to review and compare our single-center fluid management strategies in these two populations. ⋯ Critically ill pediatric trauma and postoperative patients seem to have similar fluid management and balance after injury or surgery. In our opinion, these two critically ill populations could be combined in large prospective studies on optimal fluid therapy in critically ill children.