Dr. Jeffrey Shen presents a perplexing case of a patient with symptoms across nearly all organ systems with some non-specific positive tests but no unifying diagnosis. How can testing characteristics obscure even the most common diagnoses? What does it take to say that a disease has been truly "ruled out?"