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. The gene discussed is ALB; the disease is cardiac arrhythmia.