Forgive me if this is mentioned elsewhere, but a recent study of COVID19 in Santa Clara county estimated that a lot more folks are infected, and thus the death rate is significantly lower.
Although there were som sample issues (volunteers from facebbok), the main issue is the antibody test could have a much higher false positive rate: