The Consortium for Genomic Diversity, Ancestry, and Health in Colombia (CÓDIGO): building local capacity in genomics and bioinformatics is a dataset published in Communications Biology (2025). On theSindex it has a DataRank of 0.411, placing it in the top 44.8% of the data-sharing corpus. It has been cited 8 times, with 8 citing works in its 1-hop citation network. Its calibrated FAIR score is 31/100.
Ranks in the top 45% 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.
“https://codigo.biosci.gatech.edu/”
The paper gives a web URL for the data, not a persistent identifier from a recognised PID scheme. [majority verdict 'partial' (3/4 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'
“CÓDIGO summary statistics are made available on the CÓDIGO web platform: https://codigo.biosci.gatech.edu/”
The named holder is the CÓDIGO web platform, a project/consortium website, not a curated repository listed in re3data/FAIRsharing. [majority verdict 'partial' (3/4 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
“Secondary summary statistics calculated from the primary data, together with variant annotations, are made freely available via the CÓDIGO database and web platform at https://codigo.biosci.gatech.edu/.”— not found in the paper; verdict downgraded
The dataset URL appears only in the body text (data availability statement and methods), not in the reference list. [downgraded to 'no' — no verifiable quote from the paper] [majority verdict 'no' (2/4 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
“CÓDIGO summary statistics are made available on the CÓDIGO web platform: https://codigo.biosci.gatech.edu/ Access to the primary, de-identified genomic data are available on request from the individual data contributors. Requests should be addressed to CÓDIGO General Director Augusto Valderrama-Aguirre: [email protected].”— not found in the paper; verdict downgraded
The statement points to a web platform URL for summary statistics and to a person for primary data, not to a repository record with an accession. [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
“Table 1 | CÓDIGO genomic variant dataset”
The paper contains an itemised table (Table 1) that inventories the eight independent datasets, including sample counts, variant counts, technology, and other details.
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'
“Secondary summary statistics calculated from the primary data, together with variant annotations, are made freely available via the CÓDIGO database and web platform at https://codigo.biosci.gatech.edu/.”— not found in the paper; verdict downgraded
The summary statistics are stated to be freely available without any precondition, satisfying the 'yes' class for at least part of the data. [downgraded to 'partial' — no verifiable quote from the paper] [majority verdict 'partial' (3/4 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
“Secondary summary statistics calculated from the primary data, together with variant annotations, are made freely available via the CÓDIGO database and web platform at https://codigo.biosci.gatech.edu/.”— not found in the paper; verdict downgraded
The paper explicitly labels the summary statistics as 'freely available', which is a natural-language equivalent of the open-access label. [downgraded to 'partial' — no verifiable quote from the paper] [majority verdict 'partial' (2/4 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
“Access to the primary, de-identified genomic data are available on request from the individual data contributors.”
The gatekeeper for the primary data is the individual data contributors, who are natural persons, 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 when the data become available or how long they persist. [majority verdict 'no' (3/4 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 summary statistics or the primary 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
“Searches can be performed using GRCh38 (hg38) or GRCh37 (hg19) human genome build coordinates.”— not found in the paper; verdict downgraded
The paper explicitly names human genome reference builds GRCh38 and GRCh37, which are community standards for genome coordinates. [downgraded to 'partial' — no verifiable quote from the paper]
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 ancestry-enriched variant found at chromosome 7 position 99,767,460 (rs4646437) maps to an intron of the Cytochrome P450 Family 3 Subfamily A Member 4 (CYP3A4) encoding gene.”— not found in the paper; verdict downgraded
The paper includes rsIDs (dbSNP identifiers) for variants, which are identifiers for an external resource (dbSNP). [downgraded to 'no' — no verifiable quote from the paper] [majority verdict 'no' (2/4 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'
The paper does not name any licence or reuse terms 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'
“The CÓDIGO dataset release 1.0 is made up of 1441 Colombian genomic variant samples contributed by investigators from a variety of participating institutions across the country (Table 1 and Fig. 1).”— not found in the paper; verdict downgraded
The paper explicitly states the version as 'release 1.0', providing a version token for the snapshot. [downgraded to 'partial' — no verifiable quote from the paper] [majority verdict 'partial' (2/4 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 used to produce the published results is available on request from CÓDIGO General Director Augusto Valderrama-Aguirre: [email protected].”
The only offered route for code is a discretionary request to a person, which is not a machine-resolvable locator.
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)
“L.M.R. and S.G. were supported by the Division of Intramural Research (DIR) of the National Institute on Minority Health and Health Disparities (NIMHD) at NIH (Award Number: 1ZIAMD000018).”
The paper provides specific grant numbers (e.g., 1ZIAMD000018, RF383, PVI0122029) attached to named funders.
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
“Custom variant file format conversion scripts and Plink version 1.9, with the fixed allele setting, were used to convert genomic variant datasets to Plink file formats bed/bim/fam.”— not found in the paper; verdict downgraded
The paper names specific software and versions (e.g., Plink version 1.9, GATK version 4.0.10) used to produce the data. [downgraded to 'partial' — no verifiable quote from the paper] [majority verdict 'partial' (2/4 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 | CÓDIGO genomic variant dataset”
The variable-level definitions (source, sample count, variant count, technology, etc.) are provided inside the article in Table 1, not in a separate documentation object shipped with the data. [majority verdict 'partial' (3/4 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
0.330
From this paper's citation signal
Citation Network Contribution
0.0816
From 4 citing papers with measurable signal
Ranked by each citer's contribution to N(p) — log1p(Cq) divided by its reference count — out of 8 citers.
U.S. Department of Health & Human Services | NIH | National Institute on Minority Health and Health Disparities
Grant: 1ZIAMD000018
Intramural NIH HHS
Grant: ZIA MD000018
National Institutes of Health
Grant: 1ZIAMD000018-06
Genomics and Biobank Research for Chronic Diseases
FWCI
8.04
Citation Percentile
1.0%
Citation Trend
Fields of Study
MeSH Terms
Keywords
Sustainable Development Goals