Assessing prediction accuracy for outcomes of ventilator-associated events and infections in critically ill children: a prospective cohort study

The 2008 CDC criteria did not predict outcomes, whereas VAE only identified very severe events. The Ped-VAE algorithm had more accuracy predicting outcomes by characterizing lower oxygenation changes and identifying hypoxaemia severity, a major driver of management.