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By encouraging researchers to think explicitly about the design of a hypothetical randomized trial, it has helped identify and address avoidable design flaws. However, the framework cannot overcome biases and limitations inherent in observational data. Despite the aim of emulating a randomized trial, observational data cannot reproduce random treatment assignment or blinding, and may not necessarily provide greater generalizability than a randomized trial. 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