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The Third Reader

  • By

  • Kamran Mirza

  • September 8, 2026

  • 13 min

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Clinical Scorecard: The Third Reader

At a Glance

CategoryDetail
ConditionPathology Reporting and Patient Communication
Key MechanismsImpact of health literacy and AI on understanding pathology reports
Target PopulationPatients receiving cancer diagnoses
Care SettingClinical pathology and oncology

Key Highlights

  • 39% of patients understood standard pathology reports correctly compared to 93% for patient-centered versions.
  • Patients increasingly access their reports before discussing with clinicians, leading to misunderstandings.
  • AI tools are being used by patients to interpret complex medical information.
  • Simplified reports improved comprehension significantly but still contained errors.
  • Organizations are developing AI solutions to aid in patient understanding of medical reports.

Guideline-Based Recommendations

Diagnosis

  • Patients should receive their cancer diagnosis from a clinician whenever possible.

Management

  • Incorporate AI tools into clinician workflows to provide plain-language interpretations of reports.

Monitoring & Follow-up

  • Monitor patient understanding and satisfaction with report communication methods.

Risks

  • Patients may misinterpret information from AI tools without clinician oversight.

Patient & Prescribing Data

Individuals diagnosed with cancer accessing pathology reports

Patients prefer clinician communication but value direct access to their medical information.

Clinical Best Practices

  • Ensure pathology reports are understandable to patients.
  • Utilize AI to enhance readability while maintaining clinician oversight.
  • Provide training for clinicians on effective communication of complex medical information.

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