Prospective Quantitative Neuroimaging Analysis of Putative Temporal Lobe Epilepsy is a dataset published in Frontiers in Neurology (2021). On theSindex it has a DataRank of 0.275, placing it in the top 57.4% of the data-sharing corpus. It has been cited 4 times, with 3 citing works in its 1-hop citation network. Its calibrated FAIR score is 13/100.
Ranks in the top 57% 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 original contributions presented in the study are included in the article/supplementary material, further inquiries can be directed to the corresponding author/s.”— not found in the paper; verdict downgraded
No persistent identifier in a PID scheme is given for the dataset; the article DOI is not a data DOI.
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'
“The original contributions presented in the study are included in the article/supplementary material, further inquiries can be directed to the corresponding author/s.”— not found in the paper; verdict downgraded
The data are held in the journal's supplementary-material section, which is a non-repository host. [downgraded to 'no' — no verifiable quote from the paper]
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
“The original contributions presented in the study are included in the article/supplementary material, further inquiries can be directed to the corresponding author/s.”— not found in the paper; verdict downgraded
No identifier for the dataset appears in the reference list or body text; the DAS only states location.
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 original contributions presented in the study are included in the article/supplementary material, further inquiries can be directed to the corresponding author/s.”— not found in the paper; verdict downgraded
The statement points to the article and supplementary material (Colavizza category 2), 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 original contributions presented in the study are included in the article/supplementary material, further inquiries can be directed to the corresponding author/s.”— not found in the paper; verdict downgraded
No itemised inventory (section, table, or list) describes the dataset's files, variables, or samples; only the study's methods and results are described. [majority verdict 'no' (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'
“The original contributions presented in the study are included in the article/supplementary material, further inquiries can be directed to the corresponding author/s.”— not found in the paper; verdict downgraded
The data are stated to be included in the article/supplement, which is publicly available without precondition. [downgraded to 'partial' — no verifiable quote from the paper] [majority verdict 'partial' (4/5 passes agreed)]
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
“The original contributions presented in the study are included in the article/supplementary material, further inquiries can be directed to the corresponding author/s.”— not found in the paper; verdict downgraded
No explicit access-level label is applied to the data; the DAS describes the action of finding the data in the article/supplement. [downgraded to 'no' — no verifiable quote from the paper]
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
“further inquiries can be directed to the corresponding author/s.”
The gatekeeper is the corresponding author, a personal gatekeeper. [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
“The original contributions presented in the study are included in the article/supplementary material, further inquiries can be directed to the corresponding author/s.”— not found in the paper; verdict downgraded
The statement indicates the data are available now (upon publication) but says nothing about how long they persist. [downgraded to 'no' — no verifiable quote from the paper]
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'
“The original contributions presented in the study are included in the article/supplementary material, further inquiries can be directed to the corresponding author/s.”— not found in the paper; verdict downgraded
No file format token 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
“The original contributions presented in the study are included in the article/supplementary material, further inquiries can be directed to the corresponding author/s.”— not found in the paper; verdict downgraded
No proper-noun data or metadata standard (e.g., MIAME, BIDS, an ontology) is named 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 original contributions presented in the study are included in the article/supplementary material, further inquiries can be directed to the corresponding author/s.”— not found in the paper; verdict downgraded
No identifier (accession, DOI, RRID, assembly ID) for any external resource is given in the text.
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 is named for the data. [majority verdict 'no' (3/5 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'
“The original contributions presented in the study are included in the article/supplementary material, further inquiries can be directed to the corresponding author/s.”— not found in the paper; verdict downgraded
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'
“The original contributions presented in the study are included in the article/supplementary material, further inquiries can be directed to the corresponding author/s.”— not found in the paper; verdict downgraded
No code availability statement or locator is provided; 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)
“This work was supported, in part by the NIH grant R01-EB013227.”
An award number (R01-EB013227) is attached to a named funder (NIH).
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
“Scans were acquired with a 1.5T and a 3T MRI system (GE Medical Systems, Milwaukee, WI)”
Specific instruments and software (MRI system, FreeSurfer, FSL) are named as the tools that produced 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
“The original contributions presented in the study are included in the article/supplementary material, further inquiries can be directed to the corresponding author/s.”— not found in the paper; verdict downgraded
No documentation object (README, data dictionary, codebook) is said to accompany the data; variable definitions are not provided in a table or appendix.
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
0.241
From this paper's citation signal
Citation Network Contribution
0.0332
From 2 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.
NIBIB NIH HHS
Grant: R01 EB013227
National Institutes of Health
Grant: 5R01EB013227-02
Decision Support System for Temporal Lobe Epilepsy
FWCI
0.32
Citation Percentile
0.5%
Citation Trend
Fields of Study
Keywords
Sustainable Development Goals