Results
In the derivation cohort, 16 predictors of mortality were identified and assigned a value directly proportional to their magnitude in the mortality model: aspiration pneumonia (–0.37), grading of sepsis

11 (–0.2), antimicrobial combination (–0.01), Glasgow score >12+mechanical ventilation (MV) (+0.09), serum creatinine

15 mg/l (+0.22), chest involvement shown by X-ray

3 lobes (+0.28), shock (+0.29), bacteremia (+0.29), initial MV (+0.29), underlying ultimately or rapidly fatal illness (+0.31), Simplified Acute Physiology Score

12 (+0.49), neutrophil count

3500/mm
3 (+0.52), acute organ system failure score

2 (+0.64), delayed MV (+0.67), immunosuppression (+1.38), and ineffective initial antimicrobial therapy (+1.5). An index was obtained by adding each patient's points. According to a receiver operating characteristic curve, the cut-off value of this index was 2.5. In the validation cohort, an index of

2.5 could predict death with a positive predictive value of 0.92, sensitivity 0.61, and specificity 0.98.