Covariates are variables that are possibly predictive of the outcome under study. In the context of cancer, these can include demographic factors, clinical characteristics, and lifestyle choices. Covariates are crucial in cancer research as they help in understanding the influence of various factors on cancer risk, progression, and treatment outcomes.