I would guess the numbers are overstated due to cases being "clinically" diagnosed without an actual test (i.e. doctor looks at symptoms and says you probably have Covid)
We also have no idea of test accuracy across the myriad of tests being administered. Look to the Spanish Flu post analysis to see how wide the StdDev will likely be.