Revisited the COVID-19 data to see how long people take to enter a hospital after testing positive. Looks like 10 days has the highest correlation.
Should assume an additional 2-3 days to show symptoms to choose to get a test. So, somewhere between 12 to 13 days from infection to entering a hospital. Then, if they are going to die, seems like 10 days is the highest correlation.