Medical care and biomedical research are in the midst of a data revolution. Networked systems, electronic health records, electronic insurance claims databases, social media, patient registries, and smartphones and other personal devices together comprise an immense new set of sources for data about health and healthcare. In addition, these “real-world” sources can provide data about…