Write , with , and a finite . The competing risks model with transient surgical mortality has survival function
Integrating the disease cause-specific hazard against this survival function gives
The first term accounts for disease deaths while both causes act; the second includes survivors of that period who then face only disease mortality. The probability of eventually dying from surgery is
Taking the limit in gives , and therefore
The ultimate-death conclusion uses the positive continuing disease hazard. If , the surviving fraction would instead live indefinitely in this model; the asserted conclusion is not valid in that boundary case.