The accuracy of outcome prediction models for childhood-onset epilepsy.

Purpose: Two large prospective cohort studies of childhood epilepsy (Nova Scotia and the Netherlands) each developed a statistical model to predict long-term outcome. We sought to evaluate the accuracy of a prognostic model based on the two studies combined.

Methods: Analyses with classification tree models and stepwise logistic regression produced predictive models for the combined dataset and the two separate cohorts.