In this case though we've examples of how bad it can get. Iran comes to mind. As this progresses we'll see what happens to countries who didn't attempt any quarantine or drastic measures at all.
That won't be the US though which is already quietly quarantining things. Conferences are being postponed. Companies are stopping all non-emergency travel. Nursing homes are not allowing visitors.