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The propensity scores were modeled using a machine learning method called eXtreme Gradient Boosting (XGBoost), which uses a decision tree ensemble approach to optimize the balance of baseline covariates utilized for matching

Following the procedure for the GSH classification task, positively classified genes were identified from GO terms for these metabolites to generate training and test gene sets for classifiers

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