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General medicine

Approaches to clinical problem solving

Dual-process reasoning, illness scripts and pattern recognition, building and ranking a differential with pre-test probability, the cognitive biases that cause diagnostic error, and debiasing strategies that work.

Tier 1Medical sciences concept

Written with AI assistance and fact-checked against the sources below. For exam study, not clinical decisions. How notes are made

3 questions8 flashcards

At a glance

  • Diagnosis is a process of gathering information, generating hypotheses, testing them and revising. Most errors come from a mix of system factors (handover, access, test follow-up) and cognitive factors.
  • Graber 2005 reviewed 100 diagnostic errors in internal medicine: cognitive factors in 74%, system factors in 65%. Premature closure was the single commonest cognitive error. Faulty knowledge was rare; faulty synthesis was the usual problem.
  • The US burden study (Newman-Toker 2024) estimated about 795,000 deaths or permanent disabilities a year from diagnostic error, concentrated in vascular events, infections and cancers.

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Sources

Last updated
14 November 2026
What changed
  • 14 November 2026 Personal emails, About story and Australian-style copy

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