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To confirm that tree-based ML models are the most appropriate for our analysis we also built Least Absolute Shrinkage and Selection Operator (LASSO) models to predict circulating TMAO in the left-out group using again fivefold cross-validation with all the available variables (full model) as input in BMIS ( N = 582

Heres how it helps: Defends Against Free Radicals : Protects muscle cells from oxidative damage

Financial disclosure This research did not receive any specific grant from funding agencies in the public, commercial, or not-for-profit sectors

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