Trust Receipt™
Every important result should show why it deserves attention.
Trust Receipt is the inspectable layer around a Disease Intelligence result: identity certainty, source class, provenance, evidence quality, freshness, verification, conflict state, uncertainty and the point where human review is required.
What it prevents
×
Opaque AI scoreNo unexplained “94% confident” label standing alone.
Avoid×
Freshness blindnessOld information should not look equivalent to newly verified information.
Avoid×
Commercial distortionPayment cannot buy clinical relevance or evidence quality.
AvoidSynthetic example
One result.
Multiple trust dimensions.
A production implementation would calculate and govern each field using validated data sources and organisation-specific rules.
Capability relationship receipt
Disease concept: Penicillin allergy
Capability: Drug allergy evaluation
Relationship: relevant capability type
Receipt fields
- Canonical identity: what concept the query resolved to.
- Provenance: where each underlying statement or relationship came from.
- Freshness: when the underlying information was last checked or changed.
- Conflict state: whether credible sources disagree.
- Verification: whether an organisation/capability has been externally or internally verified.
- Human boundary: when the platform must abstain, escalate or require review.
All values displayed on this page are illustrative synthetic demonstration values.