The idea is that treatment also has risks and false positives are an issue.
If you gave a mammogram to every 20 year old woman, you would end up doing a large number of unnecessary biopsies and you’d find almost no real cancer. In the end, you’d lose more people than you would save.
Or that’s the idea. I’m no expert in this but it makes sense to me conceptually.