Infectious disease models can help guide major policy decisions, such as how to allocate health care resources in the COVID-19 response. However, limitations in data inputs and assumptions can lead to considerable uncertainty in model estimates. Interpreting these estimates requires understanding their purpose, limitations, and assumptions.