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Hepatocyte-specific GCLC deletion leads to rapid onset of steatosis with mitochondrial injury and liver failure (.) // Hepatology : journal

doi: 10.1186/1471-2407-11-220 56 StepanovYVGolovynskaIDziubenkoNVKuznietsovaHMPetrivNSkrypkinaIet al

The characterisation of drug metabolising enzyme is necessary in order to determine the toxic metabolites of drugs

Models used were the gradient boosting classifier (XGBoost), random forest (RF) classifier, logistic regression, and a dummy classifier (predicts mean of train data responses) to act as a baseline