Try the humane traps. Release it in the woods. If that doesn't work, then, yes, use the spring trap with peanut butter or moist dog food.
Mouse trap with peanut butter as the bait.
Have you tried glue boards? We also have a repellent called Mouse Magic that works pretty well.
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