The random forest has identified the following 10 descriptors as the most relevant: APACHE II, Creatinine, SOFA PaO2/FiO2, C-Reactive protein, bilirubin, BMI, age, morning glycemia, glycemia at admission and sepsis upon admission. This evidence concerns the gene CRP and Sepsis.