Earlier quoted context omitted.
Well, you can report odds ratios (or their log).
That's good advice in general, but doesn't really answer the question of "How likely is it?".
Right, because you can't answer that without prior information. Log-odds is a step towards giving a function of prior information (but it is limited to the actual class of hypotheses investigated).