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.
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After years of independent practice, almost every clinician develops a personal clinical framework. The challenge for an experienced doctor is not simply to build that framework, but to recognise its limitations and remain open to evidence outside it.
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Patients bring symptoms, not diagnoses. Good clinical reasoning means turning those symptoms into clues, forming hypotheses, testing them through history and examination, ruling out alternatives and continually reassessing the evidence.
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When pain disappears after one treatment, the result may be genuine—but what does it actually prove? Dr Win Huang reflects on immediate treatment responses, clinical reasoning and why doctors must distinguish real outcomes from explanations that go beyond the evidence.
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