This Phase III trial four treatment strategies non-critically ill hospitalized participants (not requiring intensive care unit (ICU) admission and/or mechanical ventilation) with SARS CoV-2 infection, Participants will receive hydroxychloroquine or chloroquine with or without azithromycin.