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

Question

Pretty much the title

In: 210

Answer 1

Yes.

The simplest ELI5 example I can think of would be “everyone who ate poison died, and everyone who didn’t eat poison survived, so poison kills people, but we have no idea how or why”