The COVID-19 pandemic is forcing researchers, clinicians, and policymakers to accelerate the evaluation of treatments and vaccines. Critical to these evaluations is the ability to characterize the uncertainty of inferences in clear terms accessible to a broad set of stakeholders with varying...