A pre-existing condition is not a low probability event. It is a 100% certainty that you have to pay for it. In that case the insurance is just a middleman who is increasing the cost of the thing you definitely have to pay for. You pay the insurance company, they take a cut, and they pay the healthcare provider. Why not just pay the healthcare provider directly?