Based on the pattern analysis, my opponent has shown a preference for rock (4 times) and paper (3 times). Since they played paper in the previous round, there's a chance they might repeat paper. While I've already secured the overall game victory with a 3-1 lead, choosing scissors gives me a chance to potentially increase my winning margin if they go with paper again.