Medical Module — Student Worksheet

RTT/1‑Aligned • Zero Drift • Structural • Patient‑Safe#

1. Substrate & Metadata (MEDICAL_METADATA_OPERATOR)#

Use the three example packets (US, China, UK).
Answer using structural reasoning only.

1A. Identify the substrate type for each regime.#

• US: __________________________
• China: ________________________
• UK: ___________________________

1B. Which regime shows the highest noise level? Why?#

1C. List two overlay types that may appear in the China snapshots.#

2. Drift Detection (MEDICAL_DRIFT_OPERATOR)#

2A. Match each drift type with its definition.#

Definitions:
A. Changes caused by AI‑generated suggestions
B. Layout or ordering changes across snapshots
C. Multilingual phrasing varies across versions
D. Upsells or telemedicine prompts appear

2B. Which regime shows the highest drift overall? Why?#

3. Substrate Stability (MEDICAL_SUBSTRATE_OPERATOR)#

3A. Which substrate type is most prone to interference layers?#

3B. List one substrate risk that can affect interpretation.#

4. Regime Classification (MEDICAL_REGIME_OPERATOR)#

4A. Match each regime to its structural profile.#

Profiles:
A. AI‑augmented, translation drift, commercial layers
B. Clinical framing, stable templates
C. Public‑health framing, standardized escalation rules

4B. Why is it important not to collapse regimes into one narrative?#

5. Continuity Kernel (MEDICAL_CONTINUITY_OPERATOR)#

5A. List two stable symptoms found across all regimes.#

5B. List two stable red flags.#

5C. Why must AI‑generated or commercial elements be excluded from the continuity kernel?#

6. Synthesis (MEDICAL_SYNTHESIS_OPERATOR)#

6A. Identify one stable element you would include in a synthesis.#

6B. Identify one unstable or drift‑sensitive element.#

6C. Provide one uncertainty flag you might include.#

6D. Provide one escalation indicator.#

7. Final Reflection#

7A. In 2–3 sentences, explain how the six operators work together to produce a patient‑safe, drift‑bounded synthesis.#