40 to 60% [of patients in a sample who hadn't yet been exposed to the novel coronavirus] had CD4+ cells that already respond to the new coronavirus. This doesn’t mean that people have already been exposed to it per se, of course – immune crossreactivity is very much a thing, and it would appear that many people have already raised a response to other antigens that could be partially protective against this new virus.
My understanding is that a lot of coronaviri just cause "the common cold".
I'd happily take a few weeks of cold symptoms if there was a 10% chance it might confer some protection. Probably even a 1% chance.
A little bit of previous discussion here mentions the possibility of immune enhanced infections..