We have focussed on reducing bias in estimating the direct effects of SNPs on prognosis, to gain insight into mechanisms of prognosis. A different goal may be to build prediction models of prognosis. In that case, it is preferable to work with the unadjusted effects since they do represent the total associations with prognosis conditional on incidence.
