The UCLA ATLAS Community Health Initiative: Promoting precision health research in a diverse biobank is a dataset published in Cell Genomics (2023). On theSindex it has a DataRank of 0.928, placing it in the top 21.8% of the data-sharing corpus. It has been cited 35 times, with 19 citing works in its 1-hop citation network. Its calibrated FAIR score is 44/100.
Ranks in the top 22% 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.
“https://atlas-phewas.mednet.ucla.edu/”
The paper provides a web address for the summary statistics, which is not a persistent identifier scheme (e.g., DOI, Handle, or repository accession). [majority verdict 'partial' (4/5 passes agreed)]
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'
“UCLA ATLAS PheWeb browser”
The holder named is a project website (PheWeb browser), not a recognised repository. [majority verdict 'partial' (4/5 passes agreed)]
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
“https://atlas-phewas.mednet.ucla.edu/”
The dataset's identifier (the PheWeb URL) appears only in the body text, not in the reference list. [majority verdict 'partial' (4/5 passes agreed)]
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
“Individual-level genotype and electronic health record data utilized in this study cannot be deposited in a public repository because of privacy regulations. GWAS summary statistics are made available on the UCLA ATLAS PheWeb browser (https://atlas-phewas.mednet.ucla.edu/).”
The statement points to a web resource (PheWeb browser) for summary statistics, which is not a repository record, and the primary data are not available. [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
“The first freeze of data from September 2020 contains 27,987 genotyped samples imputed to 7.9 million SNPs across the genome”
The dataset's content is described in a prose sentence, not in an itemised inventory (section, table, or list). [majority verdict 'partial' (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'
“GWAS summary statistics are made available on the UCLA ATLAS PheWeb browser (https://atlas-phewas.mednet.ucla.edu/).”
The text gives a route to the summary statistics with no stated precondition; the primary data are not accessible, but the summary statistics qualify as a data product. [majority verdict 'yes' (3/5 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
“GWAS summary statistics are made available on the UCLA ATLAS PheWeb browser (https://atlas-phewas.mednet.ucla.edu/).”
The text describes a URL where summary statistics are available but does not label the access level with a standard vocabulary term. [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
“Individual-level genotype and electronic health record data utilized in this study cannot be deposited in a public repository because of privacy regulations.”
The paper states that individual-level data cannot be deposited and provides no gatekeeper (neither institutional nor personal) for access.
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 states when the data become available (other than 'made available' without timing) or how long they persist. [majority verdict 'no' (3/5 passes agreed)]
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 paper does not name any file format 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
“We use phecodes, a coding system that maps diagnosis codes (i.e., ICD-9 and ICD-10 codes) to more clinically meaningful phenotypes”
Phecodes are a community-standard vocabulary for EHR phenotyping, registered in FAIRsharing. [majority verdict 'yes' (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'
“http://ftp.1000genomes.ebi.ac.uk/vol1/ftp/phase3/”— not found in the paper; verdict downgraded
The paper provides a URL identifier for the 1000 Genomes Project reference panel, a resource other than the study's own dataset. [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'
“This is an open access article under the CC BY-NC-ND license”
The CC BY-NC-ND license applies to the article, not to the data. No license for the data is named.
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 first freeze of data from September 2020 contains 27,987 genotyped samples”
The paper identifies the snapshot by a date and a descriptive name ('first freeze') but does not provide a formal version token. [majority verdict 'partial' (3/5 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'
“This paper does not report original code.”
The paper states that no original code is reported, so 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)
“UL1TR001881”
A grant number (UL1TR001881) from the UCLA Clinical and Translational Science Institute is provided. [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
“Genotyping was performed at the UCLA Neuroscience Genomics Core using a custom genotyping array constructed from the Global Screening Array with the multi-disease drop-in panel 3 under the GRCh37 assembly.”
The paper names the specific genotyping array (Illumina Global Screening Array) and other tools, providing provenance. [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
“Table 1. Summary of UCLA ATLAS demographics”
The variable definitions (e.g., demographics) are provided inside the article in a table, not in a separate documentation file shipped with the data. [majority verdict 'partial' (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
0.538
From this paper's citation signal
Citation Network Contribution
0.391
From 15 citing papers with measurable signal
Ranked by each citer's contribution to N(p) — log1p(Cq) divided by its reference count — out of 19 citers.
NHGRI NIH HHS
Grant: T32 HG002536
NCATS NIH HHS
Grant: UL1 TR001881
FWCI
7.32
Citation Percentile
1.0%
Citation Trend
Fields of Study
Keywords
Sustainable Development Goals