Fig 1. ROC curves: Average ROC curves from the cross-validated logistic regression models predicting growth faltering and death with 2, 5, and 10 predictors.

The faded dashed lines represent examples of specificities (1- false positive rate) that could be achieved with a sensitivity (true positive rate) of 0.80 for prediction of each outcome.