Cortical and subcortical brain structure in generalized anxiety disorder: findings from 28 research sites in the ENIGMA-Anxiety Working Group is a dataset published in Translational Psychiatry (2021). On theSindex it has a DataRank of 1.7, placing it in the top 12.5% of the data-sharing corpus. It has been cited 70 times, with 50 citing works in its 1-hop citation network. Its calibrated FAIR score is 4/100.
Ranks in the top 12% 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.
No persistent identifier for the study's own dataset is given anywhere in the text.
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'
No repository or host is named for the study's own dataset; the data are not deposited in any named repository.
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
No identifier for the dataset appears anywhere in the paper, either in the body text or in the reference list.
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
No data-availability statement exists for the study's own dataset; the only availability statement is for code, which is not data.
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
No itemised inventory of the dataset (files, variables, samples) is present; the paper describes the analysis but not the dataset structure. [majority verdict 'no' (4/5 passes agreed)]
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'
The paper provides no route to access the dataset; the only availability statement is for code, and it is on request, which is not a followable route for data.
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
No access-level label is applied to the dataset; the text does not mention any conditions for accessing the data.
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
No gatekeeper is named for the study's own data; the data are not made available through any controlled-access procedure.
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
No statement about when the data are available or how long they persist.
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'
No file format is named for the released data; the paper processes images but does not state the format of the deposited 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
“All raw structural MRI images that were received were organized according to the Brain Imaging Data Structure (BIDS) specification”— not found in the paper; verdict downgraded
The paper names BIDS, a community standard for organising MRI data, as applied to the data. [downgraded to 'partial' — no verifiable quote from the paper] [majority verdict 'partial' (3/5 passes agreed)]
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'
The paper does not provide an identifier for any external resource that the data depend on; it only gives citations. [majority verdict 'no' (3/5 passes agreed)]
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'
The paper licenses the article under CC BY 4.0, but no license is attached to the data itself.
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'
No version token or date is given for the dataset; the data are not deposited with a version identifier.
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'
“Code for data cleaning and analysis will be made available upon request.”
The code is offered only on request to the authors, which is a discretionary personal request, not a machine-resolvable locator.
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)
“Core funding for ENIGMA was provided by the NIH Big Data to Knowledge (BD2K) program under consortium grant U54 EB020403”
A specific grant number (U54 EB020403) is given for the funding.
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
“All images were subsequently processed with FreeSurfer version 6.0.0”
The paper names a specific software tool (FreeSurfer 6.0.0) used to produce the data. [majority verdict 'yes' (4/5 passes agreed)]
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
No documentation object (README, codebook, schema) is named as accompanying the data; the data are not deposited.
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
0.639
From this paper's citation signal
Citation Network Contribution
1.0
From 39 citing papers with measurable signal
Ranked by each citer's contribution to N(p) — log1p(Cq) divided by its reference count — out of 50 citers.
NIMH NIH HHS
Grant: K23 MH109983
NIMH NIH HHS
Grant: K24 MH064122
NIMH NIH HHS
Grant: R01 MH129832
NIDA NIH HHS
Grant: U01 DA041117
NIDA NIH HHS
Grant: U01 DA041134
CSRD VA
Grant: I01 CX000994
NIMH NIH HHS
Grant: K23 MH100259
NIMH NIH HHS
Grant: K99 MH117274
NIMH NIH HHS
Grant: R01 MH122389
NIDA NIH HHS
Grant: U01 DA041022
NIDA NIH HHS
Grant: U01 DA041048
NIDA NIH HHS
Grant: U01 DA041089
NIDA NIH HHS
Grant: U01 DA041106
NICHD NIH HHS
Grant: K99 HD105002
NIMH NIH HHS
Grant: R01 MH065413
NIMH NIH HHS
Grant: R01 MH116147
Dutch Research Council (NWO)
Grant: 019.201SG.022
NIMH NIH HHS
Grant: R01 MH101486
NIA NIH HHS
Grant: R56 AG058854
NIDA NIH HHS
Grant: U01 DA041120
NIDA NIH HHS
Grant: U01 DA041148
NIDA NIH HHS
Grant: U01 DA041174
NIBIB NIH HHS
Grant: U54 EB020403
NICHD NIH HHS
Grant: R00 HD105002
NIMH NIH HHS
Grant: T32 MH014654
NIDA NIH HHS
Grant: U01 DA041025
NIDA NIH HHS
Grant: U01 DA041028
NIDA NIH HHS
Grant: U01 DA041093
NIDA NIH HHS
Grant: U01 DA041156
Intramural NIH HHS
Grant: ZIA MH002782
Intramural NIH HHS
Grant: ZIA MH002798
NIMH NIH HHS
Grant: K23 MH086686
NIMH NIH HHS
Grant: K23 MH114023
NIMH NIH HHS
Grant: R01 MH108509
NIMH NIH HHS
Grant: T32 MH100019
NIMH NIH HHS
Grant: R01 MH101497
NIMH NIH HHS
Grant: R01 MH117601
NIDA NIH HHS
Grant: U24 DA041123
NIDA NIH HHS
Grant: U24 DA041147
Deutsche Forschungsgemeinschaft
Grant: 44541416/TRR 58
Fear, Anxiety, Anxiety Disorders
National Institutes of Health
Grant: 5U01DA041048-11
8/21 ABCD-USA CONSORTIUM: RESEARCH PROJECT SITE AT CHLA
National Institutes of Health
Grant: 3U24DA041147-06S5
ABCD-USA Consortium: Coordinating Center
National Institutes of Health
Grant: 3U01DA041148-04S1
ABCD-USA Consortium: Research Project
National Institutes of Health
Grant: 3U01DA041117-04S1
Adolescent Brain Cognitive Development (ABCD) Prospective Research in Studies of Maturation (PRISM) Consortium
National Institutes of Health
Grant: 1U01DA041093-01
13/13 ABCD-USA Consortium: Research Project
National Institutes of Health
Grant: 3U01DA041134-04S1
Prospective Research Studies of Maturation (PRISM)- Research Project
National Institutes of Health
Grant: 5R01MH108509-02
Functional Neuroanatomy Correlates of Worry in Older Adults
National Institutes of Health
Grant: 1R56AG058854-01
ENIGMA World Aging Center
National Institutes of Health
Grant: 7K23MH114023-02
Computational neuroimaging of reward in post-trauma psychopathology
National Institutes of Health
Grant: 5U01DA041106-11
9/21 ABCD-USA CONSORTIUM: RESEARCH PROJECT SITE AT U MICHIGAN
National Institutes of Health
Grant: 5I01CX000994-03
Multimodal Imaging of Reward Brain Centers in Tobacco Smoking Veterans
National Institutes of Health
Grant: 5R01MH116147-03
ENIGMA-SD: Understanding Sex Differences in Global Mental Health through ENIGMA
National Institutes of Health
Grant: 5U01DA041025-07
11/21 ABCD-USA Consortium: Research Project Site at UWM
National Institutes of Health
Grant: 5K23MH109983-02
ATTENTION AND RELATED FUNCTIONAL BRAIN NETWORKS IN PEDIATRIC ANXIETY DISORDERS
National Institutes of Health
Grant: 4R01MH101486-04
Neural and Genetic Basis of Negative Valance Traits
National Institutes of Health
Grant: 5U01DA041089-05
ABCD-USA Consortium: Research Project
National Institutes of Health
Grant: 5R01MH117601-04
A global alliance to unlock brain mechanisms influencing suicidal behaviors through the ENIGMA Consortium
National Institutes of Health
Grant: 5K24MH064122-07
Improving Outcomes and Understanding Response Heterogeneity in Anxiety Disorders
National Institutes of Health
Grant: 5T32MH100019-05
Developmental Neuroscience and Child Psychopathology
National Institutes of Health
Grant: 3R01MH101497-02S1
Negative Valence Brain Targets and Predictors of Anxiety and Depression Treatment
National Institutes of Health
Grant: 5T32MH014654-42
Training Program in Neuropsychopharmacology
National Institutes of Health
Grant: 5U54EB020403-03
ENIGMA Center for Worldwide Medicine, Imaging & Genomics
National Institutes of Health
Grant: 5K99MH117274-02
Delineating neurobiological heterogeneity in internalizing symptoms using machine learning and deep phenotyping
National Institutes of Health
Grant: 1R01MH065413-01A1
Neural Substrates of Decision-making in Anxiety
National Institutes of Health
Grant: 1U01DA041174-01
ABCD-USA: NYC Research Project
National Institutes of Health
Grant: 5U01DA041120-03
ABCD-USA Consortium: Twin Research Project
National Institutes of Health
Grant: 5R01AA011760-10
Alcohol and Reactivation TB
National Institutes of Health
Grant: 5U01DA041028-08
12/21 ABCD-USA CONSORTIUM: RESEARCH PROJECT SITE AT U PITTSBURGH
National Institutes of Health
Grant: 1ZIAMH002782-10
Fmri Studies Of Risk For Mood And Anxiety Disorders In Children
National Science Foundation
Grant: 0954643
PECASE: Using Control Systems to Quantify Limbic Dysregulation for Neurobiologically-Based Diagnoses of Psychiatric Disabilities
National Institutes of Health
Grant: 5K23MH100259-03
Neural Dimensions of Attention Bias Modification for Transdiagnostic Anxiety
National Institutes of Health
Grant: 1ZIAMH002798-15
The Psychophysiology of Fear and Anxiety
National Institutes of Health
Grant: 5U01DA041022-03
ABCD-USA Consortium: Research Project
National Institutes of Health
Grant: 2U24DA041123-06
ABCD-USA Consortium: Data Analysis, Informatics and Resource Center
National Institutes of Health
Grant: 5U01DA041156-05
Adolescent Brain Cognitive Development (ABCD): FIU
FWCI
4.52
Citation Percentile
1.0%
Citation Trend
Fields of Study
MeSH Terms
Keywords
Sustainable Development Goals
ENIGMA generalized anxiety disorder