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The PPM performed better among male (adjusted AUC 0.76; 95% CI 0.53 to 0.99), younger (0.67; 95% CI 0.50 to 0.84) and less educated participants (0.76; 95% CI 0.60, 0.92). The diagnostic accuracy of a novel periodontal prediction model to identify individuals with diabetes varied according to participants' characteristics. This study highlights the importance of adjusting for covariates on studies of diagnostic accuracy. The diagnostic accuracy of a novel periodontal prediction model to identify individuals with diabetes varied according t