1. Daniel J. Epstein Department of Industrial and Systems Engineering, University of Southern California Viterbi School of Engineering, LA;
2. Department of Health Policy and Management, University of California Los Angeles Fielding School of Public Health, LA;
3. The Center for HIV Identification, Prevention, and Treatment Services (CHIPTS), University of California Los Angeles, Los Angeles, CA;
4. San Francisco Department of Public Health, HIV Surveillance Unit, San Francisco, CA;
5. Department of Social Welfare, Luskin School of Public Affairs, University of California Los Angeles, Los Angeles, CA; and
6. Department of Medicine, University of California, San Francisco, San Francisco, CA.