Mega‐analysis methods in ENIGMA : The experience of the generalized anxiety disorder working group is a dataset published in Human Brain Mapping (2020). On theSindex it has a DataRank of 1.5, placing it in the top 13.7% of the data-sharing corpus. It has been cited 82 times, with 40 citing works in its 1-hop citation network. Its calibrated FAIR score is 2/100.
Ranks in the top 14% for downstream scientific impact
Linked data & code
DataRank reads this dataset's downstream impact straight off the citation graph — no black box, no proprietary weighting. How is this computed?
FAIR checklist signals are shown for context only and do not affect DataRank scoring.
Full FAIR picture · advisory
The headline score is computed from the scored criteria — the fact-shaped checks (a repository, an accession, a licence) that two independent models agree on. The advisory criteria below are real FAIR guidance but rest on judgment calls that models read differently, so they inform without moving the number.
“Data sharing is not applicable to this article as no new data were created or analyzed in this study.”
The paper states that no new data were created, so no persistent identifier is assigned to a dataset.
RDA-F1-01D — FAIR Data Maturity Model: 'Data is identified by a persistent identifier' (priorit · RDA-F1-02D — FAIR Data Maturity Model: 'Data is identified by a globally unique identifier' · FsF-F1-02D — F-UJI/FAIRsFAIR: 'Data is assigned a persistent identifier'
“Data sharing is not applicable to this article as no new data were created or analyzed in this study.”
The paper states that no new data were created, so no repository is named as holder.
RDA-F4-01M — FAIR Data Maturity Model: metadata is offered so it can be harvested and indexed ( · NIH DMS Policy Element 4 (NOT-OD-21-014) — name the repository where data will be archived · NSTC Desirable Characteristics of Data Repositories (2022) — 'Long-Term Sustainability', 'Reten
“Data sharing is not applicable to this article as no new data were created or analyzed in this study.”
The paper states that no new data were created, so no dataset identifier appears anywhere.
FORCE11 Joint Declaration of Data Citation Principles (2014) — data should be cited as a first- · RDA-F3-01M — metadata clearly and explicitly includes the identifier of the data it describes · FsF-F3-01M — F-UJI: 'Metadata includes the identifier of the data it describes'
Advisory · not in the published score
“Data sharing is not applicable to this article as no new data were created or analyzed in this study.”
The data availability statement declares that no new data were created, which is a category 0 statement per Colavizza.
Colavizza, Hrynaszkiewicz, Staden, Whitaker & McGillivray (2020), 'The citation advantage of li · Springer Nature research data policy — Data Availability Statements: standard statement templat · RDA-F3-01M — metadata clearly and explicitly includes the identifier of the data it describes
“Data sharing is not applicable to this article as no new data were created or analyzed in this study.”
The paper states that no new data were created, so no itemised inventory of the dataset exists.
RDA-F2-01M — 'Rich metadata is provided to allow discovery' (priority Essential) · FsF-F2-01M — F-UJI: 'Metadata includes descriptive core elements to support data findability' · FsF-R1-01MD — F-UJI: 'Metadata specifies the content of the data'
“Data sharing is not applicable to this article as no new data were created or analyzed in this study.”
The paper states that no new data were created, so no access route is provided.
RDA-A1.1-01D — 'Data is accessible through a free access protocol' · FsF-A1-01M — F-UJI: 'Metadata contains access level and access conditions of the data' · NSTC Desirable Characteristics of Data Repositories (2022) — 'Free and Easy Access'
Advisory · not in the published score
“Data sharing is not applicable to this article as no new data were created or analyzed in this study.”
The paper states that no new data were created, so no access level label is applied.
FsF-A1-01M — F-UJI: 'Metadata contains access level and access conditions of the data' · RDA-A1-01M — metadata contains information to enable the user to get access to the data · COAR Controlled Vocabularies — Access Rights v1.0 (open / embargoed / restricted / metadata-onl
“Data sharing is not applicable to this article as no new data were created or analyzed in this study.”
The paper states that no new data were created, so no gatekeeper is named for sensitive data.
NIH Genomic Data Sharing Policy (NOT-OD-14-124) — controlled-access via a Data Access Committee · RDA-A1.2-01D — 'Data is accessible through an access protocol that supports authentication and · NIH DMS Policy Element 5 (NOT-OD-21-014) — Access, Distribution, or Reuse Considerations (conse
“Data sharing is not applicable to this article as no new data were created or analyzed in this study.”
The paper states that no new data were created, so no persistence commitment is made.
NIH DMS Plan Element 4 (NOT-OD-21-014) — Data Preservation, Access, and Associated Timelines · NSTC Desirable Characteristics (2022), Organizational Infrastructure: 'Retention Policy' · RDA-A2-01M — 'Metadata is guaranteed to remain available after data is no longer available'
“Data sharing is not applicable to this article as no new data were created or analyzed in this study.”
The paper states that no new data were created, so no file format is named for the released data.
FsF-R1.3-02D — F-UJI: 'Data is available in a file format recommended by the target research co · RDA-R1.3-02D — data is expressed in a machine-understandable community standard · RDA-I1-01D — data uses a knowledge representation expressed in a standardised format
Advisory · not in the published score
“Data sharing is not applicable to this article as no new data were created or analyzed in this study.”
The paper states that no new data were created, so no data or metadata standard is applied to this study's data.
RDA-R1.3-01M — 'Metadata complies with a community standard' (priority Essential) · RDA-R1.3-01D — 'Data complies with a community standard' · RDA-I2-01M — '(Meta)data use vocabularies that follow FAIR principles'
“Data sharing is not applicable to this article as no new data were created or analyzed in this study.”
The paper states that no new data were created, so no identifiers for external resources are needed for this study's data.
RDA-I3-01M — '(meta)data include references to other (meta)data' · RDA-I3-03M — 'metadata includes qualified references to other metadata' · FsF-I3-01M — F-UJI: 'Metadata includes links between the data and its related entities'
“Data sharing is not applicable to this article as no new data were created or analyzed in this study.”
The paper states that no new data were created, so no reuse licence is attached to the data.
RDA-R1.1-01M — 'Metadata includes information about the licence under which the data can be reu · RDA-R1.1-02M — 'Metadata refers to a standard reuse licence' · RDA-R1.1-03M — 'Metadata refers to a machine-understandable reuse licence'
“Data sharing is not applicable to this article as no new data were created or analyzed in this study.”
The paper states that no new data were created, so no version token pins the snapshot.
DataCite Metadata Schema 4.6 — the 'Version' property · RDA-R1.2-01M — provenance information (which version was used is provenance) · NSTC Desirable Characteristics of Data Repositories (2022) — 'Provenance', 'Retention Policy'
The paper does not mention any code written for this study, and no code availability statement is present.
NIH DMS Policy Element 2 (NOT-OD-21-014) — 'Related Tools, Software and/or Code' · FAIR4RS Principles v1.0 (Chue Hong et al., 2022; RDA/FORCE11/ReSA) — FAIR Principles for Resear · FORCE11 Software Citation Principles (Smith, Katz & Niemeyer, 2016, PeerJ CS 2:e86)
“Funding information Fondazione Cariplo, Grant/Award Number: 2016-0908; Hartford HealthCare Research Funding Initiative, Grant/Award Number: #129522; Federal Ministry of Education and Research, Grant/Award Numbers: 01ZZ0403, 01ZZ0103, 01ZZ9603, 01ER1703, 01ER1303; National Institutes of Health (NIH), Grant/Award Numbers: K23MH109983, T32MH100019, R01MH101486, U54-EB020403, ZIA-MH002782, ZIA-MH002781”— not found in the paper; verdict downgraded
The paper includes a funding information section that lists multiple grant numbers attached to named funders. [downgraded to 'partial' — no verifiable quote from the paper]
DataCite Metadata Schema 4.6 — 'FundingReference' property (funderName, funderIdentifier, award · Crossref Funder Registry — canonical funder identifiers for funding metadata · RDA-F2-01M — rich metadata provided to allow discovery (funding is part of the descriptive reco
Advisory · not in the published score
“Data sharing is not applicable to this article as no new data were created or analyzed in this study.”
The paper states that no new data were created, so no production record is given for the data.
RDA-R1.2-01M — 'Metadata includes provenance information according to community- specific standa · FsF-R1.2-01M — F-UJI: 'Metadata includes provenance information about data creation or generati · W3C PROV-O (W3C Recommendation, 2013) — the entity/activity/agent model of provenance
“Data sharing is not applicable to this article as no new data were created or analyzed in this study.”
The paper states that no new data were created, so no documentation object is shipped with the data.
RDA-R1-01M — '(Meta)data are richly described with a plurality of accurate and relevant attribu · FsF-R1-01MD — F-UJI: 'Metadata specifies the content of the data' · NIH DMS Policy Element 3 (NOT-OD-21-014) — Standards (documentation and metadata to accompany t
Calibrated FAIR score — a parallel quality metric, independent of the DataRank citation score. See the full evaluation →
Base Score Contribution
0.663
From this paper's citation signal
Citation Network Contribution
0.853
From 33 citing papers with measurable signal
Ranked by each citer's contribution to N(p) — log1p(Cq) divided by its reference count — out of 40 citers.
Fondazione Cariplo
Grant: 2016‐0908
Bundesministerium für Bildung und Forschung
Grant: 01ZZ0403
Bundesministerium für Bildung und Forschung
Grant: 01ZZ0103
Bundesministerium für Bildung und Forschung
Grant: 01ZZ9603
Bundesministerium für Bildung und Forschung
Grant: 01ER1703
Bundesministerium für Bildung und Forschung
Grant: 01ER1303
National Institutes of Health
Grant: K23MH109983
National Institutes of Health
Grant: T32MH100019
National Institutes of Health
Grant: R01MH101486
National Institutes of Health
Grant: U54‐EB020403
National Institutes of Health
Grant: ZIA‐MH002782
National Institutes of Health
Grant: ZIA‐MH002781
NICHD NIH HHS
Grant: K99 HD105002
NIMH NIH HHS
Grant: R01 MH116147
Intramural NIH HHS
Grant: Z01 MH002782
Intramural NIH HHS
Grant: Z01 MH002781
NIH HHS
Grant: ZIA-MH002781
NIH HHS
Grant: ZIA-MH002782
NIMH NIH HHS
Grant: K23 MH114023
NIBIB NIH HHS
Grant: U54 EB020403
NICHD NIH HHS
Grant: R00 HD105002
NIMH NIH HHS
Grant: R01 MH122389
NIH HHS
Grant: U54-EB020403
National Institutes of Health
Grant: 4R01MH101486-04
Neural and Genetic Basis of Negative Valance Traits
Deutsche Forschungsgemeinschaft
Grant: 44541416/TRR 58
Fear, Anxiety, Anxiety Disorders
National Institutes of Health
Grant: 1ZIAMH002782-10
Fmri Studies Of Risk For Mood And Anxiety Disorders In Children
National Institutes of Health
Grant: 1ZIAMH002781-23
fMRI Studies of Pediatric Mood and Anxiety Disorders
National Institutes of Health
Grant: 5T32MH100019-05
Developmental Neuroscience and Child Psychopathology
National Institutes of Health
Grant: 5K23MH109983-02
ATTENTION AND RELATED FUNCTIONAL BRAIN NETWORKS IN PEDIATRIC ANXIETY DISORDERS
National Institutes of Health
Grant: 5U54EB020403-03
ENIGMA Center for Worldwide Medicine, Imaging & Genomics
FWCI
5.15
Citation Percentile
1.0%
Influential Citations
2
Citation Trend
Fields of Study
MeSH Terms
Keywords
Sustainable Development Goals