This OHDSI network study assesses the comparative effectiveness and safety among treatments administered during hospitalization and prior to intensive services. It also assesses the comparative effectiveness and safety among treatments administered after COVID-19 positive testing or diagnosis in the outpatient setting without prior hospitalization.