Despite the best efforts of clinicians, certain diseases are difficult to diagnose. Many conditions share common symptoms like inflammation, diarrhea, nausea, headache, constipation, and more, leaving physicians to make educated guesses based on the probability of a given disease. Under this framework, physicians are more inclined to diagnose common, yet relatively less harmful diseases first, than correct their diagnosis to a more serious disease later if necessary.