RecruitingPhase 2Drug trialArginine Replacement Therapy in COVID-19This study aims to investigate if receiving doses of arginine (a protein in the body) will improve mitochondria function in children with COVID-19. The study will be performed at the Children's Healthcare of Atlanta, Arthur M. Blank Hospital. Patients will be randomized to receive one of three doses of arginine three times a day for five days or at discharge whichever comes first.