Mild CV seems to be usually: a cough, a fever, the worst "flu" ever, knock out tiredness, and maybe a real struggle to breath (needing to sleep sitting up), but isn't needing to go to hospital, never mind being admitted to hospital. Tom Hanks has "mild" CV and was hospitalised.
Some people may get asymptomatic CV but we'll only really know if we get the antibody test.