We need to make choices on a daily basis in our practice of medical oncology. In regular times, these choices are evidence-based and backed by science. However, during emergency situations like the current COVID pandemic, these choices are not just tougher to make, but come with the added burden of inadequate evidence to base them on. We attempt to discuss the various issues involved in making difficult choices.