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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

Luminescence-based activity assays suggest that this cleavage site shift evolved during higher-stringency rounds of selection on procaspase-1

In obesity care, the benefits are framed more broadly, encompassing improvements in mobility, sleep, metabolic health, and overall well-being

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