Exactly. I have reviewed a few articles for Nature Medicine, Nature Communications, and twice for Nature.
In many cases, I found really absurd causal claims, plus a total ignorance of confounding and causal inference techniques.
It is shocking that many researchers in biology and medicine have never heard about many of the topics surveyed in e.g. Chapter 36 of Kevin Murphy's second book [1].