Bipolar symptoms, somatic burden and functioning in older‐age bipolar disorder: A replication study from the global aging & geriatric experiments in bipolar disorder database (GAGE‐BD) project is a dataset published in International Journal of Geriatric Psychiatry (2024). On theSindex it has a DataRank of 0.420, placing it in the top 44.1% of the data-sharing corpus. It has been cited 14 times, with 3 citing works in its 1-hop citation network. Its calibrated FAIR score is 2/100.
Ranks in the top 44% 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.
The paper does not provide any persistent identifier (DOI, Handle, ARK, or repository accession) for the study's own 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 GAGE-BD project and accessed via the lead author, not a curated archive.
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 text, neither in the body nor in a reference list entry.
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 is available as part of the GAGE‐BD project and subject to the completion of appropriate data use agreements. Qualified scientists who wish to access the data should contact the study lead author.”— not found in the paper; verdict downgraded
The data-availability statement points to a person-based request route (Colavizza category 1), not to a repository record. [downgraded to 'no' — no verifiable quote from the paper]
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
“The W2 sample is a completely independent set of 1232 BD participants from 15 studies from 10 sites as of March 2022.”
The dataset's content and extent are described in running prose only, without an itemised section, table, or list of files or variables. [majority verdict 'partial' (3/5 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'
“Data is available as part of the GAGE‐BD project and subject to the completion of appropriate data use agreements. Qualified scientists who wish to access the data should contact the study lead author.”— not found in the paper; verdict downgraded
The text names a defined followable process (completion of data use agreements and contacting the lead author) that carries a precondition, so it is not openly accessible without conditions. [downgraded to 'no' — no verifiable quote from the paper]
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 is available as part of the GAGE‐BD project and subject to the completion of appropriate data use agreements. Qualified scientists who wish to access the data should contact the study lead author.”— not found in the paper; verdict downgraded
The paper describes an access action (contact the lead author and complete data use agreements) but does not apply an explicit access-level label such as 'open access' or 'restricted access'. [downgraded to 'no' — no verifiable quote from the paper] [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
“Qualified scientists who wish to access the data should contact the study lead author.”
The only gatekeeper named for the human-subject data is the study lead author, a natural person, not an institutional committee or repository.
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
The paper makes no statement about how long the data will be available or any retention commitment.
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 mentioned 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
The paper does not name any data or metadata community standard (e.g., MIAME, BIDS, an ontology) or any manuscript reporting guideline for 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'
The paper does not provide any identifier (accession, DOI, RRID) for a resource other than its own dataset.
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 document is named for the data; the article's CC BY-NC-ND licence applies to the paper, not the dataset. [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'
“W1 (n=1369; data lock March 2021)”— not found in the paper; verdict downgraded
A date (data lock March 2021) is given for the snapshot, but no version token is provided. [downgraded to 'no' — no verifiable quote from the paper] [majority verdict 'no' (2/5 passes agreed)]
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 availability is not addressed anywhere in the text.
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)
“Grant/Award Number: P2ZHP3_181506; Clinical and Translational Science Award, Grant/Award Number: UL1TR002548; VA Desert‐Pacific Mental Illness, Research, Education, and Clinical Center, Grant/Award Numbers: MH103318, MH083968”— not found in the paper; verdict downgraded
The paper provides specific grant numbers attached to named funders. [downgraded to 'partial' — no verifiable quote from the paper] [majority verdict 'partial' (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
“Data domains were aggregated across studies in identical format such as age in years, age of onset in years, and manic symptom severity using the Young Mania Rating Scale (YMRS) total score.”— not found in the paper; verdict downgraded
The data production is described in generic terms (aggregation, use of rating scales) without naming specific instruments, platforms, kits, or software versions for the replication study. [downgraded to 'no' — no verifiable quote from the paper]
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 domains were aggregated across studies in identical format such as age in years, age of onset in years, and manic symptom severity using the Young Mania Rating Scale (YMRS) total score.”— not found in the paper; verdict downgraded
Variable definitions are given inside the article's methods section, but no documentation object (README, codebook) is named as accompanying the data. [downgraded to 'no' — no verifiable quote from the paper]
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
0.406
From this paper's citation signal
Citation Network Contribution
0.0139
From 1 citing papers with measurable signal
Ranked by each citer's contribution to N(p) — log1p(Cq) divided by its reference count — out of 3 citers.
Swiss National Science Foundation
Grant: 181506
Pathomechanisms of Schizophrenia - Accelerated Aging and Inflammation in the Periphery and Brain
National Institutes of Health
Grant: 3UL1TR002548-03S1
Clinical and Translational Science Collaborative of Cleveland
National Institutes of Health
Grant: 1R01MH103318-01A1
Dynamic Inflammatory and Mood Predictors of Cognitive Aging in Bipolar Disorder
National Institutes of Health
Grant: 5R01MH083968-02
Structural and Functional Brain Aging in Bipolar Disorder
Swiss National Science Foundation
Grant: P2ZHP3_181506
NIH HHS
NCATS NIH HHS
FWCI
4.33
Citation Percentile
1.0%
Citation Trend
Fields of Study
MeSH Terms
Keywords
Sustainable Development Goals