This commentary relates an incident involving biases and overconfidence in laboratory test results that affected diagnostic decision making and culminated in a delayed diagnosis. The authors suggest that clinicians seek to understand the limits of common laboratory tests and consult the full range of evidence available to prevent this type of error.