This is true only until insurance decides not to pay arbitrarily. In my case I was stuck with a $112k bill. Hospital offered 50% self pay discount. Now what?
Totally possible that it was an invalid denial, too. I don’t know if insurers face any consequences for just denying some percentage of claims initially, and then only paying out for customers who push back.