While most healthcare data comes from claims and electronic health record “exhaust”, increasingly, data that are actively reported or passively-generated from patients are becoming widely available. These include patient-reported outcomes on symptoms and, biometric data collected through wearable technology. We run trials to investigate how patient-generated data may improve clinical decision-making. We also investigate how this data may be used at scale to predict future outcomes and understand trajectories of functional and clinical outcomes