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Just a note
In this case the mean is 17.9 and standard deviation is 7.8. Hence the cutoff would be set at 17.9 + (7.8 × 2) = 33.5.
Such a high cutoff would have high specificity (close to 1). But it would have low sensitivity at only about 0.25.
