23AndMe conducted a study last year that led to a tool they've developed based on the results.
It's open for anyone to read about the results and use the calculator to calculate their own or someone else's susceptibility to COVID hospitalizations.
I found the results interesting. Here is the link to all of their COVID-19 resources and the research results.