From the *Division of HIV/AIDS at San Francisco General Hospital, Department of Medicine, University of California at San Francisco, San Francisco, CA; †Department of Epidemiology and Biostatistics, University of California at San Francisco, San Francisco, CA; ‡Ragon Institute, Massachusettes General Hospital Center for Global Health, Harvard Medical School, Boston, MA; §Harvard Initiative for Global Health, Massachusetts General Hospital, Department of Medicine, Harvard University School of Medicine, Boston, MA; ¶Mbarara University of Science and Technology, B1410, Mbarara, Uganda; ‖Division of Biostatistics, Department of Medicine, Indiana University, Indianapolis, IN; and #East Africa International Epidemiologic Databases to Evaluate AIDS (IeDEA) Consortium.