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Your score may go up or it may go down; it's very hard to say, but probably only by a few points. However, the tradeline itself will stay on your report for 7 years (if it has any lates or other negative information) or 10 years (if it's a clean tradeline).
Go ahead and pay it off; save yourself the interest.
ETA: I'm not an expert, but I answered anyway.