“I also remember reading/hearing that a refi can turn a primary purchase into a recourse loan, any truth to that?”

In CA this is true, although there is legislation pending to possibly change that for no-cash-out refi’s.

If you currently have 20% equity and can refinance, I would not worry about this issue, though.