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Please see also the XGBoost documentation for additional information on model parameters ( SHapley additive exPlanations (SHAP) analysis We interpreted our ML models and assigned relative importance to variables influencing circulating TMAO levels by co-opting SHAP values, as expanded for tree-based ML models 28 and recently used to objectively evaluate factors driving metabolite plasma levels in humans 23

It is important to recognize that nephrotoxicity typically occurs 5-7 days after vancomycin initiation

Selected Data 1) The study was conducted by the research team of Friedman et al to investigate the effects of the peptide Ovagen, a low-dose follicle-stimulating hormone (FSH) preparation, on follicular development and function in heifers and lactating dairy cows

Fil D, DeLoach A, Yadav S, Alkam D, MacNicol M, Singh A, Compadre CM, Goellner JJ, OBrien CA, Fahmi T et al (2017) Mutant Profilin1 transgenic mice recapitulate cardinal features of motor neuron disease