Tools for Reproducible Real-World Data Analysis

The oncologist struggled to find the right words. The scientific publication upon which she based her most recent treatment recommendation for the patient sitting in front of her had just been retracted from a prestigious journal. She reflected on a lengthy discussion with this patient six months prior considering the trade-offs between treatment options. Balancing the evidence of efficacy, value of hope, and


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