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FAIR pillars

Simplified FAIR Maturity indicators (MIs) for data and metadata

Formal FAIR MIs

Priority

EU CTR

FAIR Score for study

Findable

Global Unique Persistent Resolvable identifiers (GUPRI)

F1, F2, F3

Essential

Identifier for study (how GUPRI?)

1

 

Uniform Resource Locator (URL)

F4

Desirable

URL for study  (via query)

1

Accessible

Open standard protocol for identifier resolution to support authentication and authorisation for access to restricted content

A1

Essential

Unrestricted access to method and results summary (no patient data)

 

 

Metadata has a persistence policy for discoverability independent from the associated data

A2

Desirable

Legal obligation for retention of the registry

1

Interoperable

FAIR vocabularies or ontologies with external links and language for knowledge representation

I1, I2, I3

Desirable

Free text, no structure (pdf dump)

0

Reusable

Attributes for consent for data usage (licence and owner), provenance (e.g. PROV ontology) and use of relevant clinical standards (e.g. CDISC, OHDSI, FHIR etc.)

R1, R2, R3

Essential

Study submitter and registry policy and legislation. No provenance or clinical standards.

1

Score key: 2 is fully satisfied, 1 is partial, 0 is not satisfied

Max possible:

10

4

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