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.
Question 1 of 8
What made IDx-DR, authorized by the FDA in 2018, notable for primary care?
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- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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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