Critical care medicine
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Critical care medicine · Nov 2024
Randomized Controlled Trial Multicenter StudyRocking Motion Therapy for Delirious Patients in the ICU: A Multicenter Randomized Clinical Trial.
Rocking motion therapy has been shown to calm people with dementia but has never been investigated in delirious patients in the ICU. The aim of this clinical trial was to investigate the efficacy and safety of a rocking motion vs. nonrocking motion chair on the duration of delirium and intensity of agitation in ICU patients with delirium. We hypothesized that rocking motion therapy would increase the number of days alive without coma or delirium at 2 weeks of follow-up. ⋯ Among patients with delirium in the ICU, the use of rocking motion therapy did not lead to a statistically significantly greater number of days alive without coma or delirium at the 2 weeks of follow-up than nonrocking motion therapy.
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Critical care medicine · Nov 2024
Multicenter Study Comparative StudyCharacteristics and Outcomes of Children and Young Adults With Sepsis Requiring Continuous Renal Replacement Therapy: A Comparative Analysis From the Worldwide Exploration of Renal Replacement Outcomes Collaborative in Kidney Disease (WE-ROCK).
Pediatric sepsis-associated acute kidney injury (AKI) often requires continuous renal replacement therapy (CRRT), but limited data exist regarding patient characteristics and outcomes. We aimed to describe these features, including the impact of possible dialytrauma (i.e., vasoactive requirement, negative fluid balance) on outcomes, and contrast them to nonseptic patients in an international cohort of children and young adults receiving CRRT. ⋯ Septic children requiring CRRT have different clinical characteristics and outcomes compared with those without sepsis, including higher rates of mortality and MAKE-90. Increasing duration of vasoactive support during the first week of CRRT, a surrogate of potential dialytrauma, appears to be associated with these outcomes.
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Critical care medicine · Nov 2024
Multicenter StudyParental Perspectives From the Survey of Sleep Quality in the PICU Validation Study on Environmental Factors Causing Sleep Disruption in Critically Ill Children.
Sleep promotion bundles being tested in PICUs use elements adapted from adult bundles. As children may react differently than adults in ICU environments, this study investigated what parents report disrupted the sleep of their child in a PICU. ⋯ There are multiple aspects of critical care environments that affect the sleep of children, which are different from that of adults, such as disruption to home schedules. Future interventional sleep promotion bundles should include sedated children and could be applicable in multicenter settings.
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Critical care medicine · Nov 2024
Multicenter Study Observational StudyThe Impact of Multi-Institution Datasets on the Generalizability of Machine Learning Prediction Models in the ICU.
To evaluate the transferability of deep learning (DL) models for the early detection of adverse events to previously unseen hospitals. ⋯ Our results emphasize the importance of diverse training data for DL-based risk prediction. They suggest that as data from more hospitals become available for training, models may become increasingly generalizable. Even so, good performance at a new hospital still depended on the inclusion of compatible hospitals during training.