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We utilized video to quantify facial, vocal, and motion markers associated with mood, emotion, and motor functioning from a structured clinical discussion in twenty people admitted to a psychiatric hospital subsequent a suicide threat try. Actions have been calculated applying open-supply deep Studying algorithms for processing facial expressivity,