Subcortical volumes across the lifespan: Data from 18,605 healthy individuals aged 3–90 years is a dataset published in Human Brain Mapping (2021). On theSindex it has a DataRank of 3.1, placing it in the top 7.1% of the data-sharing corpus. It has been cited 165 times, with 100 citing works in its 1-hop citation network. Its calibrated FAIR score is 2/100.
Ranks in the top 7% 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.
The only DOI in the paper is the article's DOI, not a PID for the dataset itself.
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; data are available on request from the authors.
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 in either the body text or 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
“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 request-based route, not a repository record (Colavizza category 1). [majority verdict 'partial' (4/5 passes agreed)]
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 examined age-related trajectories inferred from cross-sectional measures of the ventricles, the basal ganglia (caudate, putamen, pallidum, and nucleus accumbens), the thalamus, hippocampus and amygdala using magnetic resonance imaging data obtained from 18,605 individuals aged 3–90 years.”— not found in the paper; verdict downgraded
The dataset content is described in running prose but not as an itemised inventory (section, table, or list). [downgraded to 'no' — no verifiable quote from the paper]
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 access route is a discretionary request to a person, which is not a followable precondition.
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 given for the data; only a request-based route is described. [majority verdict 'no' (4/5 passes agreed)]
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 the corresponding author, a natural person, not an institutional body. [majority verdict 'partial' (4/5 passes agreed)]
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 timing or persistence commitment for the data is stated.
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 for the released data is named.
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 community data or metadata standard is named.
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 (other than the paper's own data) is given.
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 for the data is named; the CC BY licence applies to the article only.
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 data 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'
No code locator is provided; the study's own code is not mentioned.
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)
The paper provides multiple grant numbers from the National Institute of Mental Health and other agencies, satisfying the award number criterion. [downgraded to 'partial' — no verifiable quote from the paper] [majority verdict 'partial' (3/5 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
The paper names the specific software (FreeSurfer) used to extract the volumes, which is a named tool for data production. [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 README, data dictionary, or codebook is mentioned; the data are not deposited with documentation. [majority verdict 'no' (4/5 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
0.767
From this paper's citation signal
Citation Network Contribution
2.3
From 82 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 Institute of Mental Health
Grant: MH104284
National Institute of Mental Health
Grant: MH116147
National Institute of Mental Health
Grant: R01MH113619
National Institute of Mental Health
Grant: R01 MH090553
National Institute of Mental Health
Grant: R01MH117014
National Institute of Mental Health
Grant: R01MH042191
National Institute on Drug Abuse
Grant: UL1 TR000153
National Institute on Drug Abuse
Grant: 1 U24 RR025736‐01
National Institute on Drug Abuse
Grant: 1 U24 RR021992
Medical Research Council Canada
Grant: G0500092
Anatomical connectivity in early onset schizophrenia
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
The Research Council
Grant: 223273
NORMENT; Norwegian Centre for Mental Disorders Research
NIA NIH HHS
Grant: R01 AG058854
NIMH NIH HHS
Grant: R01 MH119219
NCRR NIH HHS
Grant: U24 RR025736
NIH HHS
Grant: P30 AG10133
NIMH NIH HHS
Grant: R01 MH120080
NIA NIH HHS
Grant: R01 AG019771
NIA NIH HHS
Grant: P30 AG010133
NIA NIH HHS
Grant: R01 AG060610
NIDA NIH HHS
Grant: RC2 DA029475
NCRR NIH HHS
Grant: UL1 RR025761
NCI NIH HHS
Grant: R01 CA101318
NIMH NIH HHS
Grant: R01 MH129742
NIA NIH HHS
Grant: U01 AG068057
NCATS NIH HHS
Grant: UL1 TR001414
NIH HHS
Grant: 1 U24 RR025736-01
BIO-INFORMATICS RESEARCH NETWORK COORDINATING CENTER (BIRN-CC)
NIH HHS
Grant: R01 AG19771
NICHD NIH HHS
Grant: RO1HD050735
Medical Research Council
Grant: MC_PC_17209
NIA NIH HHS
Grant: P30 AG072976
NICHD NIH HHS
Grant: R01 HD050735
NIMH NIH HHS
Grant: R01 MH104284
NIMH NIH HHS
Grant: R01 MH116147
NCRR NIH HHS
Grant: U24 RR021992
NIBIB NIH HHS
Grant: U54 EB020403
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: 5R01MH113619-02
Brain connectivity and the role of myelin in Psychosis
National Institutes of Health
Grant: 5R01HD050735-02
Genetic influences on the brain: A twin imaging study
National Institutes of Health
Grant: 5R01CA101318-04
Neural Mechanisms of Chemotherapy-Induced Cognitive Dis
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: 5R01MH104284-04
Deconstructing Psychoses Based on Patterns of Abnormal Brain Activity
National Health and Medical Research Council (NHMRC)
Grant: 1009064
Genetics of brain structure and function
National Institutes of Health
Grant: 3RC2DA029475-02S1
Creating a Pediatric Imaging-Genomics Data Resource
Netherlands Organisation for Scientific Research (NWO)
Grant: 184.021.007
BBMRI-NL
National Health and Medical Research Council (NHMRC)
Grant: 496682
Unravelling genetic influences on the human brain
Canadian Institutes of Health Research
Grant: unidentified
unidentified
European Commission
Grant: 667302
Comorbid Conditions of Attention deficit / hyperactivity disorder
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: 230374
Genetics of Mental Illness
National Institutes of Health
Grant: 5U24RR021992-04
FUNCTION BIRN
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?
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
National Institutes of Health
Grant: 5P30AG010133-08
CORE-- EDUCATION AND INFORMATION TRANSFER
European Commission
Grant: 278948
Translational Adolescent and Childhood Therapeutic Interventions in Compulsive Syndromes
European Commission
Grant: 602450
IMAging GEnetics for MENtal Disorders
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
Netherlands Organisation for Scientific Research (NWO)
Grant: 184.033.111
BBMRI-NL2.0: The NL-Biobank Research Facility
Dutch Research Council (NWO)
Epilepsy Foundation of Victoria
Helse Sør-Øst RHF
Knut och Alice Wallenbergs Stiftelse
NIHR Biomedical Research Centre, Royal Marsden NHS Foundation Trust/Institute of Cancer Research
Parents Against Childhood Epilepsy
Universiteit Utrecht
Hersenstichting
Vetenskapsrådet
King's College London
European Research Council
National Center for Advancing Translational Sciences
National Institute for Health Research (NIHR)
South London and Maudsley NHS Foundation Trust
University of Queensland
Deutsches Zentrum für Herz-Kreislaufforschung
Karolinska Institutet
National Institutes of Health
Siemens Healthineers
American Epilepsy Society
Eunice Kennedy Shriver National Institute of Child Health and Human Development
National Center for Research Resources
Stockholms Läns Landsting
Fields of Study
MeSH Terms
Keywords
Sustainable Development Goals