Guide-linked quiz · Medium Level

AI in Primary Care Quiz

Tests autonomous retinal screening, how ambient scribes build notes, and why the choice of training label can make a primary care risk model biased.

Related guide pathsAI In Primary Care
Question 1 of 8

What made IDx-DR, authorized by the FDA in 2018, notable for primary care?

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  1. What made IDx-DR, authorized by the FDA in 2018, notable for primary care?
    • It was the first AI to prescribe diabetes medication
    • It could decide on eye specialist referral from retinal photos without a clinician reading the image
    • It replaced the need for retinal cameras in clinics
    • It diagnosed heart failure from blood tests
  2. Why is screening for diabetic eye disease inside the primary care office valuable?
    • Eye specialists refuse to see patients with diabetes
    • Retinal photos cannot be taken anywhere else
    • Many people with diabetes never attend separate eye appointments
    • It removes the need for blood sugar monitoring
  3. In the Mayo Clinic work described in the guide, what did an AI detect from an ordinary 12-lead ECG?
    • Likely low ejection fraction, meaning weak heart pumping
    • Early diabetic retinopathy
    • Lung cancer nodules
    • Bone density loss
  4. Who is responsible for the content of a note drafted by an ambient scribe?
    • The software vendor
    • The patient, who consented to recording
    • No one, because the note is automated
    • The clinician who reviews and signs it
  5. How can a single misheard word become a clinical error in an ambient scribe?
    • The model deletes the audio before transcription
    • Speech recognition errors pass into the language model, which writes them confidently into the plan
    • The note is sent to the pharmacy without any template
    • Diarization adds extra patients to the record
  6. What was the flaw in the risk algorithm described in the 2019 Science study?
    • It used healthcare cost as a stand-in for health need, underestimating the illness of Black patients
    • It was trained only on children
    • It ignored all laboratory results
    • It ran too slowly for daily use
  7. What happened to Babylon Health, the company the guide mentions in the triage section?
    • It became the standard NHS triage tool
    • It was acquired to build ambient scribes
    • It collapsed in 2023 after promoting an AI triage chatbot
    • It received FDA authorization for autonomous diagnosis
  8. According to the guide, what mostly determines the real value of a primary care AI tool?
    • The size of the underlying language model
    • Whether the tool has a chat interface
    • Whether it replaces the GP entirely
    • Whether a human acts on its output and the practice changes its workflow

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