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Review Open access Sep 2026

Implementation of nurse onboarding multi-user virtual reality training on recognition of pediatric shock.

BACKGROUND Pediatric sepsis remains a major cause of mortality, with persistent emergency transfers despite standardization. Limited situation awareness may underlie prior failures, and virtual reality (VR) may improve situation awareness by enhancing team recognition and communication of impending sepsis-related decom...

Matthew W. Zackoff, Jacob Fleck, Kelly Collins et al. · 0 citations
Aug 2026

Development of a machine-learning risk stratification tool for vasoactive medication need after two-bolus fluid resuscitation in pediatric suspected sepsis.

A machine-learning model using eight routinely available clinical variables accurately predicts vasoactive medication need after two fluid boluses in pediatric suspected sepsis, identifying children at risk for fluid-refractory septic shock.

Tom Velez, Oluwakemi Badaki-Makun, Danielle Mercurio et al. · 0 citations

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