"About 1 million adults in the US seek care in a hospital due to pneumonia every year, and 50,000 die from this disease." = 5%.
https://www.thoracic.org/.../reso.../top-pneumonia-facts.pdf
The preliminary death rate of the new coronavirus is 2.8%. Of course the market should discount...