The One Liner: How a Single Sentence Shapes and Distorts Clinical Reasoning - Takeaways - MDSpire
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The Clinical One-Liner: How a Single Sentence Can Guide and Bias Clinical Reasoning

  • By

  • Daniel Boctor

  • November 12, 2026

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  • 1

    A patient’s one-liner can anchor clinicians’ diagnostic reasoning, including before they meet the patient.

  • 2

    Incomplete records and unverified copied-forward wording can perpetuate inaccurate diagnoses and bias subsequent care.

  • 3

    The article describes a chart label of “PE,” intended to mean “physical exam,” that was misread as pulmonary embolism and copied for years.

  • 4

    The author recommends a diagnostic timeout: ask whether the diagnosis would remain unchanged if the patient had no medical record.

  • 5

    The author argues that one-liners should be continually revised and that EHR systems should help verify their accuracy.

Original Source(s)

The One Liner: How a Single Sentence Shapes and Distorts Clinical Reasoning

  • by Daniel Boctor

  • November 12, 2026

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