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Identifying a biomarker or treatment‐dose threshold that marks a specified level of risk is an important problem, especially in clinical trials. In view of this goal, we consider a covariate‐adjusted threshold‐based interventional estimand, which happens to equal the binary treatment–specific mean estimand from the causal inference literature obtained by dichotomizing the continuous biomarker or treatment...