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The Random Forest model (see was configured with 500 trees, and the out-of-bag (OOB) error was used as a quality control metric to evaluate the models performance

Retatrutide is currently under investigation in a global phase 3 clinical trial programme, following promising results from its phase 2 study (NCT04881760) published in the New England Journal of Medicine in 2023

Although the etiology of depression has not been fully elucidated, current scientific data emphasize the role of neurotrophic factors deficiencies, disturbed homeostasis between the nervous system and the immune and endocrine systems, as well as disturbances in brain energy metabolism and dysfunctions in the gut-brain axis as important factors in the pathogenesis of this neuropsychiatric disorder
