The jump from "we could not detect a difference" to "there is no difference" is so frustrating. (And this is a mistake the authors make in this case, not just the journalists.)
They did say "no evidence of a link" in the title and abstract, though the conclusion at the end of the abstract unfortunately says the study strongly suggests there is no link. Given the quoted odds ratios are > 1, this is a strange statement to make.