AI Scribes Lag Clinicians on Note Quality - Takeaways - MDSpire

AI Scribes Lag Clinicians on Note Quality

A VHA study across 11 vendors finds AI-generated primary care notes score lower than clinician-written notes, with the largest deficits in thoroughness, organization, and usefulness

  • By

  • Kerri Miller

  • April 17, 2026

  • 6 min

Share

  • 1

    AI-generated notes scored lower in quality than human-generated notes across five primary care scenarios.

  • 2

    The largest quality gap was observed in the acute low back pain scenario, with human notes averaging 43.8 points compared to 20.3 for AI.

  • 3

    AI notes were significantly lower in thoroughness, organization, and usefulness, with deficits of about 1 point on a 5-point scale.

  • 4

    The study highlights the need for rigorous testing and quality assurance frameworks for AI scribes before clinical adoption.

  • 5

    Researchers recommend using AI scribes for draft documentation that requires clinician review rather than replacing clinician-authored notes.

Original Source(s)

AI Scribes Lag Clinicians on Note Quality

  • by Kerri Miller

  • April 17, 2026

Related Content

Medical Trauma on the Inpatient Medicine Service: Perspectives of Recently Hospitalized Patients, Residents, and the Interdisciplinary Care Team

Does Pediatric Readiness Reduce ED Imaging?

Hospitals with stronger pediatric emergency capability used less imaging overall, but differences by insurance status and race and ethnicity remained.

Mental Health May Impact Dermatologic Quality of Life

Poorer dermatology-related quality of life was associated with greater mental health issues, while habitual probiotic intake showed no measurable relationship with these outcomes.