Individualized Treatment Rules

Beyond Marginal Recovery: Weighing Benefit and Harm at the Bedside and in Policy

We thank Dawid and Senn (2026) for clarifying why marginal interventional probabilities suffice when the objective is to maximize average recovery. We argue that the debate over counterfactuals in personalized decision-making persists because it …