Efficacy in the context of cancer refers to the ability of a treatment to produce a desired therapeutic effect in controlled clinical trials. It is a crucial measure to determine how well a specific treatment works in combating cancer cells, reducing tumor size, or extending the survival rate of patients. Efficacy is often evaluated during different phases of clinical trials before a treatment is approved for widespread use.