In this study, we considered not only statistical measures such as model c2, R2, and AUC (ROC) but also a measure for clinical usefulness (cNRI). All measures showed that the models with continuous vital signs plus age outperformed models with the dichotomized values. Second, respiratory rate and especially heart rate had relatively small predictive effects in our data set.