Cortical thickness across the lifespan: Data from 17,075 healthy individuals aged 3–90 years is a dataset published in Human Brain Mapping (2021). On theSindex it has a DataRank of 4.0, placing it in the top 5.5% of the data-sharing corpus. It has been cited 300 times, with 100 citing works in its 1-hop citation network. Its calibrated FAIR score is 4/100.
Ranks in the top 6% 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 or repository accession string is given for the 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'
No repository is named; the data are held by the principal investigators on request.
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, in either the reference list or body text.
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
“The ENIGMA Lifespan Working Group welcomes expression of interest from researchers in the field who wish to use the ENIGMA samples. Data sharing is possible subsequent to consent for the principal investigators of the contributing datasets. Requests should be directed to the corresponding authors.”
The statement points to a person (corresponding authors) and a request process, not a repository record.
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
“we used cross-sectional data from 17,075 individuals aged 3–90 years from the Enhancing Neuroimaging Genetics through Meta-Analysis (ENIGMA) Consortium to infer age-related changes in cortical thickness.”— not found in the paper; verdict downgraded
The dataset's content and size are described in running prose but not in an itemised inventory (section, table, or list of files/variables). [downgraded to 'no' — no verifiable quote from the paper] [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'
“Requests should be directed to the corresponding authors.”
The only route offered is a discretionary request to a person, which is not a followable process.
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 possible subsequent to consent for the principal investigators of the contributing datasets.”
The paper describes an access action (request and consent) without labeling the access level.
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
“Requests should be directed to the corresponding authors.”
The gatekeeper is a natural person (the corresponding authors), not an institutional body.
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 sentence states when the data become 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.
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
No named data or metadata standard from FAIRsharing is applied to the 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'
No identifier for an external resource (e.g., another dataset, reference genome) is provided.
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'
No licence or terms of use are named for 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'
No version token or date is given for the dataset.
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'
No code locator is provided; code is not addressed.
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)
“European Community's Seventh Framework Programme, Grant/Award Numbers: 278948, 602450, 603016, 602805”
Award numbers are given for named funders. [majority verdict 'yes' (4/5 passes agreed)]
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
“used the ENIGMA MRI analysis protocols, which are based on FreeSurfer (http://surfer.nmr.mgh.harvard.edu), to compute the cortical thickness of 68 regions from high-resolution T1-weighted MRI brain scans”— not found in the paper; verdict downgraded
The text names specific instruments/software (FreeSurfer, ENIGMA protocols) used to produce the data. [downgraded to 'partial' — no verifiable quote from the paper] [majority verdict 'partial' (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, data dictionary) is named as travelling with the data; the data are not deposited. [majority verdict 'no' (3/5 passes agreed)]
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
0.856
From this paper's citation signal
Citation Network Contribution
3.2
From 100 citing papers with measurable signal
Ranked by each citer's contribution to N(p) — log1p(Cq) divided by its reference count — out of 100 citers.
National Center for Research Resources
Grant: RR025761
ZonMw
Grant: 480‐15‐001/674
ZonMw
Grant: 024.001.003
Individual development: Why some children thrive, and others don't.
ZonMw
Grant: 911‐09‐032
ZonMw
Grant: 056‐32‐010
ZonMw
Grant: 481‐08‐011
ZonMw
Grant: 016‐115‐035
ZonMw
Grant: 31160008
ZonMw
Grant: 400‐07‐080
ZonMw
Grant: 400‐05‐717
ZonMw
Grant: 451‐04‐034
ZonMw
Grant: 463‐06‐001
ZonMw
Grant: 480‐04‐004
ZonMw
Grant: 904‐61‐193
ZonMw
Grant: 912‐10‐020
ZonMw
Grant: 985‐10‐002
ZonMw
Grant: 904‐61‐090
National Institute of Mental Health
Grant: R01 MH090553
Nederlandse Organisatie voor Wetenschappelijk Onderzoek
Grant: NWO/SPI 56‐464‐14192
Nederlandse Organisatie voor Wetenschappelijk Onderzoek
Grant: NWO‐MagW 480‐04‐004
Nederlandse Organisatie voor Wetenschappelijk Onderzoek
Grant: 433‐09‐220
Nederlandse Organisatie voor Wetenschappelijk Onderzoek
Grant: NWO 51.02.062
Nederlandse Organisatie voor Wetenschappelijk Onderzoek
Grant: NWO 51.02.061
Medical Research Council Canada
Grant: U54EB020403
Medical Research Council Canada
Grant: G0500092
Anatomical connectivity in early onset schizophrenia
National Institute of Mental Health
Grant: R01MH117014
National Institute of Mental Health
Grant: R01MH042191
Instituto de Salud Carlos III
Grant: PI14/00918
Instituto de Salud Carlos III
Grant: PI14/00639
Instituto de Salud Carlos III
Grant: PI060507
Instituto de Salud Carlos III
Grant: PI050427
Instituto de Salud Carlos III
Grant: PI020499
Vetenskapsrådet
Grant: 523‐2014‐3467
Vetenskapsrådet
Grant: 2017‐00949
Vetenskapsrådet
Grant: 521‐2014‐3487
Seventh Framework Programme
Grant: 602450
IMAging GEnetics for MENtal Disorders
National Institutes of Health
Grant: R01 MH116147
National Institutes of Health
Grant: R01 MH113619
National Institutes of Health
Grant: R01 MH104284
NICHD NIH HHS
Grant: R01 HD050735
Wellcome Trust
Grant: 104036/Z/14/Z
NICHD NIH HHS
Grant: 496682
Unravelling genetic influences on the human brain
NIA NIH HHS
Grant: P30 AG072976
NIA NIH HHS
Grant: R01 AG058854
NCI NIH HHS
Grant: R01 CA101318
NICHD NIH HHS
Grant: RO1HD050735
NIA NIH HHS
Grant: U01 AG068057
NCRR NIH HHS
Grant: NIH 1U24 RR021992
NIH HHS
Grant: R01 AG19771
NCRR NIH HHS
Grant: U24 RR025736
NICHD NIH HHS
Grant: 1009064
Genetics of brain structure and function
NIA NIH HHS
Grant: P30 AG010133
NCRR NIH HHS
Grant: U24 RR021992
NCATS NIH HHS
Grant: UL1 TR000153
NCATS NIH HHS
Grant: UL1 TR001414
NIMH NIH HHS
Grant: R01 MH119219
Medical Research Council
Grant: MC_PC_17209
NCRR NIH HHS
Grant: NIH 1U24 RR025736-01
NIH HHS
Grant: P30 AG10133
NIA NIH HHS
Grant: R01 AG019771
NIA NIH HHS
Grant: R01 AG060610
NIMH NIH HHS
Grant: R01 MH129742
NIDA NIH HHS
Grant: RC2 DA029475
NCRR NIH HHS
Grant: UL1 RR025761
National Institutes of Health
Grant: 5P30AG010133-08
CORE-- EDUCATION AND INFORMATION TRANSFER
National Institutes of Health
Grant: 5R01CA101318-04
Neural Mechanisms of Chemotherapy-Induced Cognitive Dis
Netherlands Organisation for Scientific Research (NWO)
Grant: 056-32-010
Twin-family study of individual differences in school achievement
Netherlands Organisation for Scientific Research (NWO)
Grant: 184.021.007
BBMRI-NL
National Institutes of Health
Grant: 5R01MH113619-02
Brain connectivity and the role of myelin in Psychosis
Canadian Institutes of Health Research
Grant: unidentified
unidentified
National Institutes of Health
Grant: 5R01MH117014-03
Creating an adaptive screening tool for detecting neurocognitive deficits and psychopathology across the lifespan
Netherlands Organisation for Scientific Research (NWO)
Grant: 400-07-080
Neuro-imaging study in twins concordant or discordant for obsessive-compulsive symptoms.
European Commission
Grant: 667302
Comorbid Conditions of Attention deficit / hyperactivity disorder
Netherlands Organisation for Scientific Research (NWO)
Grant: 463-06-001
Genetische en omgevingsinvloeden op psychopathologie en geluk tijdens de adolescentie
The Research Council of Norway
Grant: 223273
NORMENT; Norwegian Centre for Mental Disorders Research
European Commission
Grant: 230374
Genetics of Mental Illness
National Institutes of Health
Grant: 5U24RR021992-04
FUNCTION BIRN
National Institutes of Health
Grant: 3RC2DA029475-02S1
Creating a Pediatric Imaging-Genomics Data Resource
National Institutes of Health
Grant: 5R01MH090553-02
Genomic Studies of Bipolar Disorder in a Large Cohort from The Netherlands
Netherlands Organisation for Scientific Research (NWO)
Grant: 433-09-220
Functional neural network plasticity in adolescent twins and sibs
National Institutes of Health
Grant: 5R01MH042191-21
A Neurobehavioral Family Study of Schizophrenia
Netherlands Organisation for Scientific Research (NWO)
Grant: 433-09-229
From genetic pathways to cognition in ADHD: a question of the right connections?
European Commission
Grant: 278948
Translational Adolescent and Childhood Therapeutic Interventions in Compulsive Syndromes
National Institutes of Health
Grant: 1U24RR025736-01
BIO-INFORMATICS RESEARCH NETWORK COORDINATING CENTER (BIRN-CC)
European Commission
Grant: 603016
Multidisciplinary Approaches to Translational Research In Conduct Syndromes
European Commission
Grant: 643051
Mastering skills in the training Network for attention deficit hyperactivity and autism spectrum Disorders
National Institutes of Health
Grant: 5R01HD050735-02
Genetic influences on the brain: A twin imaging study
Netherlands Organisation for Scientific Research (NWO)
Grant: 480-15-001
Netherlands Twin Registry Repository: researching the interplay between genome and environment
National Institutes of Health
Grant: 2R01AG019771-06
Memory Circuitry in MCI and Early Alzheimers Disease
European Commission
Grant: 602805
Aggression subtyping for improved insight and treatment innovation in psychiatric disorders
National Institutes of Health
Grant: 5R01MH116147-03
ENIGMA-SD: Understanding Sex Differences in Global Mental Health through ENIGMA
Netherlands Organisation for Scientific Research (NWO)
Grant: 451-04-034
A Twin-sibling Study of Adolescent Wellness
National Institutes of Health
Grant: 5UL1TR000153-04
Institute for Clinical and Translational Science
National Institutes of Health
Grant: 3UL1RR025761-02S6
Indiana Clinical and Translational Science Institute (UL1)
National Institutes of Health
Grant: 5R01MH104284-04
Deconstructing Psychoses Based on Patterns of Abnormal Brain Activity
Netherlands Organisation for Scientific Research (NWO)
Grant: 184.033.111
BBMRI-NL2.0: The NL-Biobank Research Facility
National Institutes of Health
Grant: 5U54EB020403-03
ENIGMA Center for Worldwide Medicine, Imaging & Genomics
Netherlands Organisation for Scientific Research (NWO)
Grant: 480-04-004
Twin-family database for behavior genetics and genomics studies
Netherlands Organisation for Scientific Research (NWO)
Grant: 481-08-011
Longitudinal data collection from teachers of Dutch twins and their siblings
Netherlands Organisation for Scientific Research (NWO)
Grant: 400-05-717
tweeling onderzoek, met een focus op gedrag en depressie
Netherlands Organisation for Scientific Research (NWO)
Grant: 016.130.669
Networking through ADHD biology
Icahn School of Medicine at Mount Sinai
National Institute for Health Research (NIHR)
European Research Council
South London and Maudsley NHS Foundation Trust
National Center for Research Resources
FWCI
26.62
Citation Percentile
1.0%
Citation Trend
Fields of Study
MeSH Terms
Keywords
Sustainable Development Goals