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The challenge in current oncology outcomes research lies in the fragmentation of patient data across numerous healthcare providers and sites of care. This creates significant gaps in understanding patient outcomes and treatment efficacies. The scattered data landscape hinders the development of robust real-world evidence (RWE) necessary for impactful cancer research.