Bayes’ theorem can be used in diagnostic testing by general practitioners or clinicians. These doctors often start out with a prior belief about whether a patient has a particular illness or disease (based on the knowledge about the patient’s symptoms or the prevalence of the disease in the community) and this knowledge will be modified or updated by the results of clinical tests.