The Genentech – 404 Challenge was organized by the Early Clinical Development Informatics group within Genentech Research and Early Development (gRED). The organizing team would like to acknowledge Kyunghyun Cho PhD for his technical guidance on simulating data missingness. Challenge lead: Claudia Iriondo PhD