For sake of argument, say OK, a mask helps prevent the spread.
It's not the Black Death - it's a virus infection that has to make the rounds and peter out. Like other viruses, it take out the weakest and then innoculates the 99.6% that remain. Attempting to slow its spread is like shoveling against the tide.