GP said it seems, and just because correlation doesn't imply causation doesn't mean everything that correlates literally cannot have a causal relationship.
In other words... just because there's a correlation between things being correlated and things not being causally related, that doesn't mean that correlation causally implies acausality?
The default mode when operating with data is to assume there’s no causation. Doing otherwise creates room for too many misconceptions and erroneous interpretations.