In the early summer, the CDC published a study estimating that the confirmed cases were 6-24 times lower than the actual cases. With testing continuing to ramp up, I suspect the gap has narrowed, but some significant multiple is still likely the case here and an order of magnitude is not outside the realm of possibility.