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Plot of observed and estimated probability, by Alcohol Use Disorders Identification Test score, of alcohol abuse or dependence, for individuals with a positive diagnosis (a) and negative diagnosis (b); and post-test probabilities using Bayes' Theorem (c; diagnostic data from US study [7] and pre-test probability from NZ national prevalence study [5])
