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can be classified as hybrid ML approaches, which aim to capture the best of both worlds by combining the predictive powers of data-driven approaches of ML with the interpretability of theory-based models such as mechanistic or knowledge-based models

A pooled analysis of six randomized placebo-controlled trials (n=618) indicated that responses at 4 weeks may predict response at 6-9 weeks, although another pooled analysis of open-label data (n=338) suggests that the probability of a robust response to atomoxetine [40% decrease in ADHD-Rating Scale (ADHD-RS) scores] may continue to increase beyond 6-9 weeks

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The subjective and cognitive effects of acute phenylalanine and tyrosine depletion in patients recovered from depression

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