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.
Avoid
Synthetic 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

Identity certainty
98
Evidence quality
87
Provenance
92
Freshness
84
Verification
78
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.