Because 'STOP' is clear but 'GO' is not. What if something else happens but you've already said 'GO'?
'CONTINUE' means you have decided to continue but reserve the right to alter that decision before V1.
Same as a low-vis approach. When you see the lights at minimums you should call 'Continue' not 'Land'.
Airlines adopted this logic a few years ago.