Evaluating a motor progression connectivity model across Parkinson’s disease stages is a dataset published in Journal of Neurology (2024). On theSindex it has a DataRank of 0.275, placing it in the top 57.3% 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 4/100.
Ranks in the top 57% 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 paper provides no persistent identifier for its 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 as the holder of the data.
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.
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 de-identified data from the standard of care DBS cohort will be made available upon reasonable request. The de-identified data and related study documents from the ‘DBS in early-stage PD’ pilot clinical trial are not being publicly shared at this time as they are currently being used for the development of a proprietary, multicenter, phase III, pivotal clinical trial (IDE G050016).”
The statement points at a person for one cohort and indicates no sharing for the other, so Colavizza category 1 (partial). [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
There is no itemised inventory of the dataset; only running prose describing the cohorts. [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 de-identified data from the standard of care DBS cohort will be made available upon reasonable request.”
The only route is a discretionary request to a person, which is not a followable route, so no.
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 de-identified data from the standard of care DBS cohort will be made available upon reasonable request.”
The paper describes an access action (request) but does not label the access level with a standard term, so it is partial. [majority verdict 'partial' (3/5 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 de-identified data from the standard of care DBS cohort will be made available upon reasonable request.”
The gatekeeper is the corresponding author, a natural person, so partial. [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 statement about timing or persistence of data availability is given.
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 data or metadata community standard is named for the dataset.
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 study revisits data from the Vanderbilt “DBS in early-stage PD” pilot clinical trial (NCT00282152; IDEG050016; IRB#040797).”— not found in the paper; verdict downgraded
The paper provides identifiers for external resources, including the clinical trial registration NCT00282152. [downgraded to 'no' — no verifiable quote from the paper] [majority verdict 'no' (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'
No licence is named for the data; the CC BY 4.0 licence applies only to the article.
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 pins the snapshot of the 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'
No code location is provided.
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)
“UL1TR000445”
The paper includes grant numbers from funders, so yes. [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
“Electrodes for both cohorts were localized with Lead-DBS [11,12] using pre-operative T1-weighted and T2-weighted magnetic resonance (MRI) scans and post-operative computed tomography (CT) scans.”— not found in the paper; verdict downgraded
The paper names specific software (Lead-DBS) and hardware (MRI, CT) used to produce the data, so yes. [downgraded to 'partial' — no verifiable quote from the paper] [majority verdict 'partial' (3/5 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.
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
0.0338
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.
NCATS
Grant: UL1TR000445
NCATS
Grant: UL1 TR002243
NIH
Grant: UL1TR000011
NIH
Grant: R01EB006136
National Institutes of Health
Grant: 5UM1NS132358-02
BRAIN CONNECTS: The center for Large-scale Imaging of Neural Circuits (LINC)
National Institutes of Health
Grant: 6UL1TR000445-11
The Vanderbilt Institute for Clinical and Translational Research (VICTR)
National Institutes of Health
Grant: 1R01MH113929-01
Using human brain connectivity to identify the causal neuroanatomical substrate of depression symptoms
National Institutes of Health
Grant: 5UL1TR002243-05
Vanderbilt Institute for Clinical and Translational Research (VICTR)
National Institutes of Health
Grant: 1K23NS131592-01
Neurophysiologic Correlates of Sensory Over-Responsivity in Tourette Syndrome
National Institutes of Health
Grant: 5K01AG066971-05
Feasibility of Objective Measures and Outpatient Washout in Disease-Modifying Trials for Parkinson's Disease
National Institutes of Health
Grant: 1R01NS127892-01
Using brain lesions and deep brain stimulation to identify an epilepsy circuit
National Institutes of Health
Grant: 5R01EB006136-03
Computer-assisted functional neurosurgery
National Institutes of Health
Grant: 1ZIATR000011-05
Repurposing of a Long-Acting Parathyroid Hormone Analog for the Treatment of Hypoparathyroidism
Medtronic
The Heard Family
FWCI
1.08
Citation Percentile
0.8%
Citation Trend
Fields of Study
MeSH Terms
Keywords