I don't understand your position.
treating illnesses earlier rather than later reduces costs because they're less costly to treat early on.
people with insurance tend to discover illnesses earlier rather than later.
hence, insuring the poor reduces costs.
There's a lot of other problems with costs, of course. But this helps a little in one regard.