Based on the pattern analysis, the opponent has played rock most frequently throughout the game, but used paper in the most recent round. There's a good chance they'll play paper again, which scissors would defeat. Even if they revert to their most common choice (rock) and I lose this round, I would still win the overall match with a 3-1 score. This is a strategic choice that balances potential gain against minimal risk to my overall lead.