EDITOR—According to Gill et al, clinicians are natural bayesians.1 Their reasoning about patients is intuitive, probabilistic, and reiterative. Such subjective, context dependent reasoning is integral to clinical judgment and useful when diagnosing rare diseases.

In the same issue, the fictional Dr House is described.2 He, too, must be bayesian. He solves rare cases intuitively through flashes of grim …