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Early stops for efficacy are interpreted carefully: They strengthen the case for benefit (the effect size is large enough to detect at interim) They may overestimate effect sizes due to regression to the mean They limit long-term follow-up for safety signals They typically lead to faster regulatory submission For FLOW, the early stop accelerated Novo Nordisk's submission for a renal indication