We use mortality within 24 hours for our sample size calculation as we want the study to be powered for secondary outcomes also. This effective sample size will allow us to detect a significant difference in discrimination and calibration of ICISS between derivation and calibration samples at 80% power and a 5% significance level. We will include all remaining patients in the derivation sample.