You may want to take a look at this meta-study [0].
> “A meta-analysis of prospective epidemiologic studies showed that there is no significant evidence for concluding that dietary saturated fat is associated with an increased risk of CHD or CVD.”
Saying saturated fat intake doesn't correlate with CVD when ignoring serum cholesterol is entirely uninteresting, and not what anyone's claiming.
See also this[0] comment on that flawed meta-analysis.
Obviously, as science is what it is (and that's a good thing), those study are debatable and do have weak spots.
[0] https://pubmed.ncbi.nlm.nih.gov/24723079/ [1] https://pubmed.ncbi.nlm.nih.gov/26268692/ [2] https://pubmed.ncbi.nlm.nih.gov/31791641/ [3] https://pubmed.ncbi.nlm.nih.gov/30954077/