I doubt it, but that's just a guess. Apple has been getting stricter on enforcing supported iOS/iTunes combos.
In the past, older versions iTunes woulds still install and sync with newer iOS updates not officially supported by that version.
iOS 10 required updating iTunes to 12.5 to even perform the iOS update, so it wouldn't surprise me if it refused to connect to 12.3 under any circumstance.