Surgical trial design for incorporating the effects of learning: what is the current methodological guidance, and is it sufficient?

Trial designs that facilitate robust, precise estimation of the CATE would allow for more nuanced policymaking, leading to patient benefit. No such designs are currently forthcoming. Further research in trial design to facilitate the estimation of the CATE is needed.