Developmental and aging resting functional magnetic resonance imaging brain state adaptations in adolescents and adults: A large N (>47K) study is a dataset published in Human Brain Mapping (2023). On theSindex it has a DataRank of 0.416, placing it in the top 44.5% of the data-sharing corpus. It has been cited 15 times. Its calibrated FAIR score is 4/100.
Ranks in the top 45% for downstream scientific impact
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 provided.
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 as holding the study's own data; the data are only available upon 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 study's own dataset appears in 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 fMRI data that support the findings of this article are available to researchers via the following data access procedures—(1) UKB ( https://www.ukbiobank.ac.uk/enable-your-research ), (2) ABCD ( https://nda.nih.gov/abcd/request-access.html ), (3) HCP ( https://db.humanconnectome.org ), and (4) DeVCOG ( https://www.mrn.org/common/developmental-chronnecto-genomics ).”
The data-availability statement points to source data repositories, not to the study's own data. The study's own data are not addressed. [majority verdict 'no' (3/5 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
No itemised inventory of the dataset's files, variables, or samples exists; the paper describes methods and findings but not a released dataset. [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 custom scripts used for the time-resolved analysis can also be made available upon request to the corresponding author.”
The only route for the study's own data is a discretionary request to a person, which is not a followable access route.
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 study's own data; the text only describes access to source data repositories. [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
The study's own data are derived aggregates; no gatekeeper is named for them.
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 temporal commitment or retention period is stated for the study's own data.
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 study's 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 community standard (e.g., MIAME, BIDS) is named for the 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'
“This research was supported by NIH grants (R01MH123610 and R01MH118695) and NSF grant 2112455 to Dr. Vince Calhoun, NIH grants (R01MH121101, R01MH116782, and P20GM144641) to Dr. Tony Wilson, and Natural Science Foundation of China grants (62076157 and 61703253) to Dr. Yuhui Du.”
The paper gives grant numbers (award identifiers) for external funding sources, which are resources other than the paper's own data. [majority verdict 'yes' (4/5 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'
“This is an open access article under the terms of the http://creativecommons.org/licenses/by-nc-nd/4.0/ License, which permits use and distribution in any medium, provided the original work is properly cited, the use is non‐commercial and no modifications or adaptations are made.”
The CC BY-NC-ND 4.0 license applies to the article, not to the study's data. No explicit data license is provided. [majority verdict 'no' (4/5 passes agreed)]
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 study's own data.
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 custom scripts used for the time-resolved analysis can also be made available upon request to the corresponding author.”
The code is offered only upon request to a person, not via 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)
“This research was supported by NIH grants (R01MH123610 and R01MH118695) and NSF grant 2112455 to Dr. Vince Calhoun, NIH grants (R01MH121101, R01MH116782, and P20GM144641) to Dr. Tony Wilson, and Natural Science Foundation of China grants (62076157 and 61703253) to Dr. Yuhui Du.”
Grant numbers are provided for all funding sources.
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 fMRI data sets available from the data repositories underwent rigid body motion correction, distortion correction, normalization to the Montreal Neurological Institute template using the old SPM12 normalization module, and smoothing using a Gaussian kernel with a full width at half maximum = 6 mm.”
The paper names specific software (SPM12, GIFT) used to produce the derived data, satisfying the requirement for named tools. [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) is named as accompanying the data; the data are not deposited. [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
0.416
From this paper's citation signal
Citation Network Contribution
0
Citation network not refreshed for this result
This paper's DataRank is currently driven only by its base citation score. Citation network data was not refreshed for this result.
Learn more about DataRank methodology →National Institutes of Health
Grant: P20GM144641
National Institutes of Health
Grant: R01MH116782
National Institutes of Health
Grant: R01MH118695
National Institutes of Health
Grant: R01MH121101
National Institutes of Health
Grant: R01MH123610
National Science Foundation
Grant: 2112455
National Natural Science Foundation of China
Grant: 62076157
National Natural Science Foundation of China
Grant: 61703253
NIDA NIH HHS
Grant: R01 DA056223
FWCI
1.98
Citation Percentile
0.9%
Citation Trend
Fields of Study
MeSH Terms
Keywords