With nearly 65,000 open studies listed on ClinicalTrials.gov exploring topics from AIDS to Zika, the arrival of better clinical care over time can feel inevitable. Yet, with most trials geared toward showing whether a therapy or device is safe and effective on its own and less so how it stacks up to other options, critical gaps in medical knowledge often remain. Which current treatments work best and for which patients is often unknown.