Intuitively, a longer length of hospitalization stay, length of ICU stay, higher Δ pneumonia score3 − 2, APACHE II, temperature, CRP, and the use of more types of antibiotics all contributed to a greater risk of infection, as predicted by the model. This evidence concerns the gene CRP and susceptibility to pneumonia measurement.