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A RF classification model trained using the DASH diet score and BMI showed moderate discrimination between subjects in the top and bottom quartiles of ASCVD risk (AUC DASH = 0.66 [0.59, 0.74]), and a RF regression model trained with the same predictors further showed a weak correlation between predicted risk and 10-year ASCVD risk ( r s DASH = 0.22 [0.11, 0.32])

Evaluating adherence to recommended diets in adults: the Alternate Healthy Eating Index

12): Nature Research

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Moreover, surgery is often a difficult choice for patients, and the risk of surgical complications is also a crucial issue even for an experienced surgeon (Reddy et al., 2018)