Medical Module — Mastery Exam (25 Questions)
RTT/1‑Aligned • Zero Drift • Structural • Patient‑Safe#
SECTION A — Multiple Choice (10 Questions)#
Select the best structural answer.
1. Which regime is most likely to contain AI‑generated triage overlays?#
A. US clinical regime
B. UK public‑health regime
C. China AI‑augmented commercial regime
D. None of the above
2. Which substrate type is most prone to template drift?#
A. html
B. mobile_html
C. pdf
D. image/ocr
3. Which drift type is most associated with multilingual instability?#
A. Template drift
B. Translation drift
C. Commercial drift
D. Regime drift
4. Which regime typically uses standardized escalation rules?#
A. US clinical regime
B. China AI‑augmented regime
C. UK public‑health regime
D. All regimes equally
5. Which of the following is a stable red flag across all regimes?#
A. “AI suggests possible inflammation”
B. “Commercial prompt recommends telemedicine”
C. “Difficulty breathing”
D. “Translation variant of mild discomfort”
6. Which operator identifies substrate interference layers?#
A. Metadata
B. Substrate
C. Drift
D. Regime
7. Which element belongs in the continuity kernel?#
A. AI‑generated symptom clusters
B. Commercial upsell prompts
C. Stable symptoms and red flags
D. Regime‑specific escalation rules
8. Which drift type is caused by AI‑generated suggestions changing over time?#
A. Semantic drift
B. AI drift
C. Template drift
D. Regime drift
9. Which regime is most likely to show commercial overlays?#
A. US clinical
B. UK public‑health
C. China AI‑augmented
D. None
10. Which operator produces a patient‑safe summary?#
A. Metadata
B. Drift
C. Continuity
D. Synthesis
SECTION B — Short Answer (10 Questions)#
Answer in 2–4 sentences, using structural reasoning only.
11. Explain why mobile_html substrates are more drift‑prone than html.#
Discuss template reordering and interference layers.
12. Identify two indicators of translation drift and explain why they matter.#
13. Describe the difference between stable symptoms and regime‑specific elements.#
Give one example of each (structural only).
14. A China snapshot contains AI‑generated triage suggestions.#
Which operators detect this, and how does it affect synthesis?
15. Why must the continuity kernel exclude commercial elements?#
Explain the structural risk.
16. Two snapshots from the same regime show different ordering and layout.#
Which drift type is this, and how should it be handled?
17. Explain why NHS snapshots have very low drift.#
Discuss template stability and clarity‑first design.
18. What is the role of uncertainty disclosure in synthesis?#
19. Why is OCR‑extracted text considered substrate‑unstable?#
20. Explain how regime differences can appear contradictory but are structurally consistent.#
SECTION C — Applied Analysis (5 Questions)#
Use structural reasoning only.
Do not provide medical advice.
21. You receive three snapshots describing chest discomfort:#
- US: stable html, conservative framing
- China: mobile_html, translation drift, AI overlays
- UK: clarity‑first, standardized escalation rules
Identify:
A. two stable symptoms
B. one drift‑sensitive element
C. one regime‑specific element
22. A China snapshot shows two translation variants of the same symptom.#
Explain how metadata, drift, and synthesis operators handle this.
23. A UK snapshot emphasizes when to call emergency services.#
Explain why this is regime‑specific and not part of the continuity kernel.
24. A US snapshot and a China snapshot disagree on ordering of symptoms.#
Identify the drift type and explain how continuity resolves it.
25. You must produce a patient‑safe synthesis from all three regimes.#
List:
A. one stable element
B. one unstable element
C. one uncertainty flag
D. one escalation indicator