Get a score for each detected circle using HoughCircles

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Say that an image contains several shapes and the HoughCircles finds N circles in it. Is it possible to calculate a "score" for each found circle? I'm asking because sometimes it detects irregualr shapes that are not actually circles, so it's better to filter them.