Is it useful to assign confidence scores to trade setups?

Some traders classify setups according to how many of their preferred conditions are present. A scoring system may improve consistency, but it can also create false precision if the scores aren't supported by evidence. Have you used a setup-rating system, and how would you test whether it actually improves decisions?