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These subjective, episodic, categorical assessments are valuable for analysis and treatment but have created spaces inside our understanding of the PD phenotype. Sensors provides objective, continuous, real-world data in regards to the PD clinical phenotype, increase our knowledge of its pathology, improve assessment of therapies, and eventually, enhance client care. In this paper, we explore the concept of deep phenotyping-the comprehensive evaluation of a condition making use of m