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95), specificity ( ) (0.96), and positive predictive value (PPV) (0.97). In contrast, the PPVs for type 2 diabetes were 0.642 and 0.778 for the rule-based algorithm and the multinomial regression, respectively. Combination of the rule-based method with chart reviews ( = 695, 7.9%) of persons predicted to have non-type 1 diabetes resulted in perfect PPV for the cases reviewed while increasing overall accuracy (0.983). The , , and PPV for type 2 diabetes using the combined method were ≥0.91. An ICD-10 algorithm combined with targe