Table 2 shows the factors that showed significant differences between groups of survivors and deaths in the training cohort, including (p < 0.05): age, MAP, mean respiratory rate, mean SpO2, mean temperature, cardiac arrhythmias, lactate, albumin, anion gap, total bilirubin, chloride, creatinine, magnesium, potassium, sodium, urea nitrogen, INR, PT, PTT, RDW, WBC, albumin use, furosemide use, PAD, SOFA, MELD, and urine output. This evidence concerns the gene ALB and chronic obstructive pulmonary disease.