Eli5: In science, can you establish causation without knowing the causal mechanism?

Question

Pretty much the title

In: 210

Answer 1

If you can control all confounding variables, you can establish causation by showing correlation. The “controlling all confounding variables” part is very difficult. There was a lot of chemistry and medicine in the 19th century that, mostly, worked without actually knowing what was going on.