Figure 4.

ROC curves derived from random forest discriminatory analysis for binary systems: patients in various sampling times versus controls: A-First day of hospital admission, B-In average 7 days after hospital admission. C-In average 42 days after hospital admission, relative concentrations of plasma metabolites were used as input variables. All evaluated metabolites were used as input variables; more details in Table 2.