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Plane et al

The agency highlighted small sample sizes, inconsistent baseline characteristics, varying regimens, inadequate controls and uncertain clinical relevance

They are looking for a physician-guided tool that can support tissue repair, calm inflammation, and improve recovery while they also address the fundamentals

LOO encoding offers an advantage over traditional one-hot encoding by reducing dimensionality and retaining more of the target variables relationship with the categorical feature 46