“…The extracted variable included: [ 1 ] demographics: age, gender, ethnicity and body mass index (BMI); [ 2 ] ICU type: cardiac intensive care unit (CICU), cardiac surgery intensive care unit (CSICU), medical intensive care unit (MICU), surgery intensive care unit (SICU), cardiac care unit-cardiac trauma/surgical intensive care unit (CCU-CTICU), neuro intensive care unit (NICU), cardiac trauma intensive care unit (CTICU); [ 3 ] Medical history: myocardial infarction, coronary artery bypass grafting (CABG), percutaneous coronary intervention (PCI), pacemaker, congestive heart failure, cardiac arrhythmias, hypertension, peripheral vascular disease, chronic obstructive pulmonary disease (COPD), respiratory failure, stroke, neurologic disorders, diabetes, anemia, lymphoma, liver disease, peptic ulcer, metastatic cancer, rheumatoid arthritis, hypothyroidism, and acquired immunodeficiency syndrome (AIDS); [ 4 ] vital signs: systolic blood pressure (SBP), diastolic blood pressure (DBP), mean blood pressure (MBP), heart rate, respiratory rate, temperature, and oxygen saturation measured by pulse oximetry (SpO 2 ); [ 5 ] laboratory findings: white blood cell (WBC) count, red blood cell (RBC) count, platelet count, red blood cell distribution width (RDW), blood urea nitrogen (BUN), creatinine, estimated glomerular filtration rate (eGFR), glucose, total protein, albumin, bilirubin, total calcium, potassium, sodium, chloride, and bicarbonate; The eGFR was calculated using the modification of diet in renal disease (MDRD) formula [ 18 ]; [ 6 ] prognostic scoring system: systemic inflammatory response syndrome (SIRS) score, Sequential Organ Failure Assessment (SOFA) score, acute physiology score III (APS III) and Acute Physiology and Chronic Health Evaluation IV (APACHE IV) sccore; [ 7 ] Treatment information: PCI, CABG, intraaortic balloon pump (IABP), mechanical ventilation, renal replacement treatment (RRT), and vasopressor use (dopamine, epinephrine, norepinephrine, or vasopressin). The definition of vasopressor use was at least one vasopressor was used during the first 24 h after admission.…”