What is normal? In the study of medicine, from the laboratory to the bedside and to the art and craft of public health, we seek and apply standards and measures of normality that are designed to show that there is a baseline from which variation or deviation might be observed and possibly corrected for.Over several centuries of medical and health research, normal has, generally, been male.