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Receiver operating characteristic (ROC) curves of models with only traditional risk factors and additional inclusion of identified bacterial species-associated metabolites. Area under the curve (AUC) was calculated to assess the reclassification performance of the prediction models. The 95% CIs of AUC were estimated via bootstrapping with 10,000 iterations. Details on this prediction analysis were provided in the Supplementary method5

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