Well, after posting the original link, my husband found Kaiser who I rang up and they don't have a residency requirement so long as I'm a citizen. And they are the top pick from ehealthinsurance for my state. So that is slightly reassuring!
It does get a bit more complicated than that but I think at least I will have something.