Before revision:  Despite this appeal, a main practical difficulty arises because the propensity score is usually unknown, has to be estimated, and extreme propensity score estimates  can lead to distorted inference procedures .
After revision:  Despite this appeal, a main practical difficulty arises because the propensity score is usually unknown, has to be estimated, and extreme propensity score estimates based on maximum likelihood can lead to distorted inference procedures .