With eight Public Health Emergencies of International Concern declared in the last 15 years, timely and effective public health decision-making can save lives and limit disease spread. However, as we all experienced with COVID-19, decision-makers must use predictive models to make challenging choices with significant societal trade-offs. This work is not easy, particularly in the