5 Accuracy Factors in AI Scribes

Today, we'll explore the five key accuracy factors to evaluate when selecting an AI scribe as a veterinarian. We'll share some funny common AI blunders and compare them to examples of accurate AI scribes.

Factor #1: AI-Imagined Records

If you are unfamiliar with or skeptical about AI scribes, your concern is valid. While modern AIs can intelligently understand natural appointment conversations, they can also be quite "imaginative" and "extrapolative." When an AI is not well-trained, it might invent content that was never discussed during an appointment.
For example, an AI blunder might result in a record stating: GI issue possibly due to pancreatitis or gastrointestinal infections. When in reality, the doctor had actually said: Minor GI issue, not of concern
AI Blunder Accurate AI Scribe
  • GI issue may be due to pancreatitis or gastrointestinal infection
  • Minor GI issue: no concerns
An accurate AI scribe would have captured exactly what the doctor said. AI-imagined records are possibly the most prevalent AI blunders today, so be sure to watch out for these errors and choose an accurate AI scribe.

Factor #2: Null Fields

Sometimes, AI-generated records contain null fields, such as: Diagnostic tests: none specified, Medications: none specified, Treatments: recommend acupuncture.While having non-specified null fields is not necessarily inaccurate, a succinct record that only states the recommended treatment is usually preferable.
AI BlunderAccurate AI Scribe
  • Diagnostic Tests: None specified
  • Medications: None specified
  • Treatments: Recommend acupuncture
  • Recommend acupuncture

Factor #3: Owner vs. Veterinarian

AIs can occasionally confuse what the owner said with what the doctor said during an appointment. For example, an AI blunder could result in a record stating: Doctor recommended x-rayBut in reality, it was the owner who inquired about this, and the doctor decided it was unnecessary at the time. An intelligent AI scribe would have accurately captured this distinction.
AI BlunderAccurate AI Scribe
  • Veterinarian recommended x-rays
  • Owner inquired about x-rays, but not necessary at this time

Factor #4: Missing Key Topics

Just as AI can imagine diagnoses or treatments, it can also miss key topics discussed during an appointment. For example, an AI blunder might output: Owner reported no concernsWhen in actuality, the owner discussed concerns about arthritis.
AI BlunderAccurate AI Scribe
  • Owner reported no concerns
  • Owner is concerned of arthritis
Ensuring that the AI captures key topics is essential for accurate medical records.

Factor #5: Keywords Without Context

An AI blunder might output information like: Toxin build-up, seizure, enlarged liverWhile these keywords may not be wrong, they lack context. An accurate AI scribe would provide a clear articulation of the context: Enlarged liver led to toxin build-up, thereby causing seizures.
AI BlunderAccurate AI Scribe
  • Owner reported no concerns
  • Owner is concerned of arthritis
Conclusion:
Not all AIs are created equal, and AI blunders can significantly impact the accuracy of your medical records. Be sure to evaluate these five accuracy factors when choosing an AI scribe. Good luck!
Last Updated
June 21, 2024