Once clinicians form an initial diagnosis, it is natural to notice evidence that supports it. But some of the most valuable clinical clues are the findings that do not fit. A shoulder pain case prompted Dr Win Huang to reflect on diagnostic closure, contradictory evidence and the importance of challenging our own clinical framework.