This is a great point. There is a good book which i think features a statistical perspective on screening in relation to dying with prostate cancer vs dying from prostate cancer. This book is a great read and i would advise anyone who is interested in health issues to get an intuition of "risk".

https://www.amazon.co.uk/Risk-Savvy-Make-Good-Decisions/dp/0...