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THE CLINIC

SECTION 12

ISSUE 001

PROJECTIONinstitution1-3yconfidence / medium

Hospitals Exchange Evaluation Capsules

Projection: Hospitals will exchange signed evaluation capsules containing test code, metric definitions, cohort requirements, and aggregation rules while patient data stays local. The capsule is a portable protocol, not a permanent test-network institution. Success means identical checks run across sites and return comparable drift and outcome evidence without centralizing records.

Why this idea is here

What the evidence establishes.

Bridge2AI is building interoperable multimodal resources, and FDA's device landscape increases the need for cross-site post-authorization evidence. Signed portable evaluation capsules remain the projected technical mechanism.

Source ledger

Read the sources.

  1. S01
    NIH Common Fund Bridge2AI Program Advances to Next Stage

    official program announcement / published 2026-01-30 / retrieved 2026-07-09

  2. S02
    Artificial Intelligence-Enabled Medical Devices

    official regulatory database / dated Live source · verified 2026-07-09 / retrieved 2026-07-09

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