Yes, and it would have helped. CEOs have "exciting" relationships all the time, and folks seem entirely willing to accept this.
These are entirely different stories:
"My wife and I have a non-traditional relationship and would prefer to keep the specifics private, but no harm was caused by my actions."
"I was unfaithful to my wife. My actions hurt her and our children. There is no excuse for what I did. I am deeply sorry."
If you have stronger evidence that the statement was untruthful when it said he hurt his family, you may present it.
Until such time, the statement strengthens the bayesian prior, which is that his affairs hurt his family, and thus that is what we can conclude. We need not be 100% confident to conclude this absent further evidence. >50% confidence suffices.