I feel like every time a science article gets attention just because it "feels true" and which is based on just another retrospective cohort study (which can't

I feel like every time a science article gets attention just because it "feels true" and which is based on just another retrospective cohort study (which can't untangle causation) it sends the wrong message to the public about what real substantive scientific research is like/needs to be like.