Data-Driven Individualized Surgical Decision-making: Beyond “Better on Average” Clinical Trial Results
Commonly used surgical risk models do not provide the probability of outcome resulting from a counterfactual scenario of not undergoing surgery, providing only half of the information needed to make informed treatment decisions. Risk models developed from RCT data could inform comparative risks and potential benefits of undergoing alternative treatment options.