Table 5.
Predictive models | C-statistic | Calibration slope | Brier score |
---|---|---|---|
Clinical predictors-based model (1)* | 0.954 (0.946) | 1 (0.961) | 0.023 (0.024) |
(1) + Blood lactate | 0.950 (0.940) | 1 (0.915) | 0.026 (0.029) |
(1) + Blood L/B ratio | 0.942 (0.924) | 1 (0.925) | 0.027 (0.029) |
Statistics are summarized for training (test) sets performed with bootstrap and internal validation
L/B = serum lactate/bicarbonate ratio, PICU = pediatric intensive care unit.
Based on clinically developed model, with identified predictors including severe bleeding, cumulative amount of fluid infused from referral hospitals and 24h PICU admission, and high vasoactive-inotropic score (>30).