A worked example of department-scoped bubble keys, patient-controlled cross-bubble authorization, and structural enforcement of the minimum necessary standard in the medical variant of the ABT methodology family.
The ABT-M variant applies the foundational envelope-tier architecture to protected health information, with cross-department care transitions as the canonical scenario. The variant-specific architectural elements are: department-scoped bubble keys, in which each care department holds a cryptographic key that decrypts only the tier projection authored for that department; structural cross-bubble isolation, such that a department cannot access another department's records regardless of institutional proximity or shared infrastructure; and patient-controlled cross-bubble projection, in which a patient may authorize a scoped disclosure from one department's tier to another's, specifying which fields are included, for which encounter, and for what time period. This memorandum follows Yusuf Ibrahim across a cardiology encounter and an oncology referral, tracing the authorization path and the minimum-necessary enforcement at each transition.
Ibrahim's health record envelope is constructed with independent tier keys for each department. The cardiology bubble key holds its projection. The oncology bubble key, at this stage, addresses an empty tier — no oncology data yet exists.
| Actor | Function | Tier access |
|---|---|---|
Yusuf Ibrahim Patient · first party | Presents to cardiology; authorizes cardiology tier construction; holds root health key hk_ibrahim | Root key — can construct any tier projection; cannot unilaterally release a tier key to another department |
Regional Hospital — Cardiology Care department · second party | Records encounter, ECG, medication, risk assessment into cardiology tier | Cardiology bubble key — decrypts cardiology projection; cannot decrypt oncology tier |
Regional Hospital — Oncology Care department · third party at this stage | No involvement in this encounter | Oncology bubble key — can decrypt oncology tier when present; does not hold cardiology bubble key |
Upon Ibrahim's referral to oncology, the oncologist identifies a treatment compatibility question requiring knowledge of his cardiac medication history. Oncology cannot retrieve this from the cardiology department — it does not hold the cardiology bubble key. The request is routed to Ibrahim.
This routing is not a procedural design choice — it is the architectural consequence of bubble key independence. Even if both departments operate within the same hospital system, on the same electronic health record platform, the oncology bubble key cannot be used to decrypt the cardiology tier. The decryption key required simply does not exist within oncology's credential store.
The request to Ibrahim specifies the fields sought (cardiac medications, recent QTc interval, ASCVD risk score), the purpose (chemotherapy protocol selection), the scope (single encounter, 30 days), and the authorising oncologist. Ibrahim reviews and authorizes a scoped projection from his device.
Ibrahim constructs a cross-bubble projection from the cardiology tier to the oncology tier key. The projection includes only the fields he authorized. The complete cardiology record remains sealed to oncology.
After the authorized cross-bubble projection, this is the complete inventory of what oncology holds regarding Ibrahim's cardiac care.
| Field | In oncology's possession | Basis |
|---|---|---|
| Cardiac medications | Yes — Metoprolol 50mg, Lisinopril 10mg | Patient-authorized cross-bubble projection AUTH-IBR-2025-0031 |
| ASCVD 10yr risk score | Yes — 8.4% | Same authorization |
| QTc interval | Yes — 432ms | Same authorization |
| Full ECG record | No | Excluded from cross-bubble scope by patient |
| Detailed cardiology notes | No | Cardiology tier sealed to oncology bubble key; no authorization granted |
| Future cardiology encounters | No — authorization expired after 30 days | Cross-bubble authorization is per-encounter; expiry resets access |
A subpoena directed at oncology for Ibrahim's "complete cardiac history" cannot be satisfied — oncology does not hold it. Oncology holds three fields from one encounter, for the period authorized. That is the structural limit of what the cross-bubble projection delivered.
A subpoena directed at cardiology for "all records shared with oncology" also cannot be satisfied in the way typically anticipated: cardiology did not send records to oncology. Ibrahim constructed a projection from his device. Cardiology's records remain in the cardiology tier. The disclosure event was Ibrahim's, not cardiology's.