The natural history and genotype–phenotype correlations of TMPRSS3 hearing loss: an international, multi-center, cohort analysis is a dataset published in Human Genetics (2024). On theSindex it has a DataRank of 0.428, placing it in the top 43.5% of the data-sharing corpus. It has been cited 7 times, with 7 citing works in its 1-hop citation network. Its calibrated FAIR score is 4/100.
Ranks in the top 43% 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.
No persistent identifier string or URL is given for the 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 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 anywhere in the 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 datasets generated during and/or analyzed during the current study are available from the corresponding author on reasonable request.”
The statement points to a person (Colavizza category 1) rather than a repository record.
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 received data about 148 individuals in 135 families from 16 centers in 6 countries.”
The dataset is described in running prose, not an itemised inventory.
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 datasets generated during and/or analyzed during the current study are available from the corresponding author on reasonable request.”
The only route is a discretionary request to a person, which is not a followable process.
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 datasets generated during and/or analyzed during the current study are available from the corresponding author on reasonable request.”
The paper describes an action (emailing the corresponding author) but does not label the access level. [majority verdict 'partial' (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 datasets generated during and/or analyzed during the current study are available from the corresponding author on reasonable request.”
The gatekeeper is the corresponding author, a natural person, not an institutional body.
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 sentence addresses when or how long the data are available.
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
“Strengthening the Reporting of Observational Studies in Epidemiology (STROBE) guidelines”
STROBE is a manuscript reporting guideline, not a data/metadata standard. [majority verdict 'partial' (3/5 passes agreed)]
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 any external resource (e.g., source dataset, reference database, or code) is provided; the paper only gives bare names of tools and databases. [majority verdict 'no' (3/5 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 license is attached to the data; the CC BY 4.0 license 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 dataset.
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 study's own code is not mentioned or located.
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)
“NIH grants of R01DC005575, R01DC012115, R01DC019404, and NIDCD R25 DC020726”
The paper provides specific grant numbers along with the funder name.
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
“LME4 package (version 1.1-31)”
The paper names specific software and instruments used to produce the data.
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 is said to accompany the data. [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
0.312
From this paper's citation signal
Citation Network Contribution
0.116
From 5 citing papers with measurable signal
Ranked by each citer's contribution to N(p) — log1p(Cq) divided by its reference count — out of 7 citers.
National Institutes of Health,United States
Grant: R01DC019404
National Institutes of Health,United States
Grant: K08-DC016034
National Institutes of Health,United States
Grant: R01 DC002842
National Institutes of Health,United States
Grant: R01DC012115
National Institutes of Health
Grant: R01DC005575
NIGMS NIH HHS
Grant: T32 GM007454
NICHD NIH HHS
Grant: P50 HD105351
NIDCD NIH HHS
Grant: R01 DC012049
NIDCD NIH HHS
Grant: R01 DC017955
National Institutes of Health
Grant: 5R01DC002842-21
Non-Syndromic Hearing Loss - A Collaborative Study
National Institutes of Health
Grant: 5R01DC005575-09
Molecular Genetics of Non-Syndromic Deafness
National Institutes of Health
Grant: 1R01DC020574-01A1
Mechanisms of Mammalian Genetic Hearing Loss
National Institutes of Health
Grant: 2R01DC012115-06A1
Implementing genomic medicine in clinical care of deaf patients
National Institutes of Health
Grant: 5R01DC016875-04
Development of Genome Editing as Treatment for Genetic Hearing Loss
National Institutes of Health
Grant: 3UH3TR002636-05S1
SCGE Disease Models Studies Supplement: Development of LNP-mediated based editing to treat Leber Congenital Amaurosis (LCA) for vision restoration in mouse model
National Institutes of Health
Grant: 5R01DC019404-03
Development of CRISPR/Cas9-based exon-skipping strategies for the treatment of USH-associated deafness
National Institutes of Health
Grant: 5R25DC020726-03
Miami Otolaryngology Surgeon-Scientist Training Program (MOSSTP)
National Institutes of Health
Grant: 5K08DC016034-04
Genetically Mediated Hair Cell Degeneration in 3D Inner Ear Organoids
Fields of Study
MeSH Terms
Keywords
Sustainable Development Goals