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Since LightGBM is a gradient boost tree model that can model complex decision boundaries, it has no linear assumptions and can tolerate missing values

These higher GSSG levels associated with lower GSH:GSSG ratios in BAL fluid (overall P = 0.004) (Figure 1A)

Its primary job is to act as a shuttle: it picks up long-chain fatty acids from the bloodstream and transports them into the mitochondria of your cells, where those fats are burned as fuel

Chauhan, A., Audhya, T

By supporting fatty acid metabolism, L-Carnitine can help increase fat burning and boost energy production

Antioxidant and anti-inflammatory mechanisms of action of astaxanthin in cardiovascular diseases (Review)