Admission Predictors of In-Hospital Mortality and the Combined Outcome of Death or Invasive Mechanical Ventilation in Patients with COVID-19 During the Pre-Vaccination Era: A Retrospective Cohort Study
In a retrospective cohort study of 482 hospitalized COVID-19 patients in Brazil during the pre-vaccination era, five admission variables—age, arterial pH, neutrophil-to-lymphocyte ratio, comorbidity burden, and serum creatinine—were identified as independent predictors of in-hospital mortality, supporting the use of routinely available clinical data for early risk stratification.