Follow up procedures should be adjusted based on whether the original test was preventative or not, titrating the amount of risk and cost appropriately
The fact that we treat diagnostic results the same regardless of priors just means our medical system is still stuck in the stone age
Saying the screenings aren't recommended is just saying "we're too dumb to use the results of this screening the correct way, so you shouldn't get the screening"
We can only hope that the new developments in AI will mean that modern statistical procedures will finally be applied to medicine as a side effect (though I wouldn't hold my breath)
The fact that we treat diagnostic results the same regardless of priors just means our medical system is still stuck in the stone age
Saying the screenings aren't recommended is just saying "we're too dumb to use the results of this screening the correct way, so you shouldn't get the screening"
We can only hope that the new developments in AI will mean that modern statistical procedures will finally be applied to medicine as a side effect (though I wouldn't hold my breath)