evidence: Predictors at Admission of Mechanical Ventilation and Death in an Observational Cohort of Adults Hospitalized With Coronavirus Disease 2019 , [...] Admission Symptoms and Vital Signs as Potential Predictors in a Random Forest Model of Invasive Mechanical Ventilation and Death in a Cohort of 297 Patients With Completed Coronavirus Disease 2019 Hospitalizations in Georgia, United States [...] Radiographic Findings and Laboratory Values as Potential Predictors in a Random Forest Model of Invasive Mechanical Ventilation and Death in a Cohort of 297 Patients With Completed Coronavirus Disease 2019 Hospitalizations in Georgia, United States