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Pediatric early warning systems using expert-derived vital sign parameters demonstrate limited sensitivity and specificity in identifying deterioration. We hypothesized that modified tools using data-driven vital sign parameters would improve the performance of a validated tool.

Integration of Single-Center Data-Driven Vital Sign Parameters into a Modified Pediatric Early Warning System