Genome Sequences of Anelloviruses, a Genomovirus, Microviruses, Polyomaviruses, and an Unclassified Caudovirus Identified in Vaginal Secretions from South African Adolescents is a dataset published in Microbiology Resource Announcements (2022). On theSindex it has a DataRank of 0.304, placing it in the top 54.6% of the data-sharing corpus. It has been cited 5 times, with 1 citing works in its 1-hop citation network. Its calibrated FAIR score is 29/100.
Ranks in the top 55% 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 sequences have been submitted to NCBI under BioProject accession number PRJNA881266, BioSample accession numbers SAMN30889804, SAMN30889810, SAMN30889821, SAMN30889823 , SAMN30889827 , SAMN30889838 , SAMN30889839 , SAMN30889840, SAMN30889842,a n dSAMN30889845,S R Aa c c e s s i o nn u m b e r sSRR21604176, SRR21604179, SRR21604183, SRR21604185, SRR21604186, SRR21604187, SRR21604199, SRR21604203, SRR21604206,a n dSRR21604215, and GenBank accession numbersOP549858, OP549859, OP549860, OP549861, OP549862, OP549863, OP549864, OP549865, OP549866, OP549867, OP549868, OP549869, OP549870, OP549871, OP549872, OP549873, OP549874, OP549875, OP549876, OP549877, OP549878, OP549879,a n dOP549880.”— not found in the paper; verdict downgraded
The paper provides multiple persistent identifiers for its data, including BioProject accession PRJNA881266 and GenBank accession numbers, which are accepted PID schemes. [downgraded to 'partial' — no verifiable quote from the paper] [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'
“The sequences have been submitted to NCBI under BioProject accession number PRJNA881266, BioSample accession numbers SAMN30889804, SAMN30889810, SAMN30889821, SAMN30889823 , SAMN30889827 , SAMN30889838 , SAMN30889839 , SAMN30889840, SAMN30889842,a n dSAMN30889845,S R Aa c c e s s i o nn u m b e r sSRR21604176, SRR21604179, SRR21604183, SRR21604185, SRR21604186, SRR21604187, SRR21604199, SRR21604203, SRR21604206,a n dSRR21604215, and GenBank accession numbersOP549858, OP549859, OP549860, OP549861, OP549862, OP549863, OP549864, OP549865, OP549866, OP549867, OP549868, OP549869, OP549870, OP549871, OP549872, OP549873, OP549874, OP549875, OP549876, OP549877, OP549878, OP549879,a n dOP549880.”— not found in the paper; verdict downgraded
The paper names NCBI, a well-known data repository, as the holder of the data. [downgraded to 'partial' — 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 sequences have been submitted to NCBI under BioProject accession number PRJNA881266, BioSample accession numbers SAMN30889804, SAMN30889810, SAMN30889821, SAMN30889823 , SAMN30889827 , SAMN30889838 , SAMN30889839 , SAMN30889840, SAMN30889842,a n dSAMN30889845,S R Aa c c e s s i o nn u m b e r sSRR21604176, SRR21604179, SRR21604183, SRR21604185, SRR21604186, SRR21604187, SRR21604199, SRR21604203, SRR21604206,a n dSRR21604215, and GenBank accession numbersOP549858, OP549859, OP549860, OP549861, OP549862, OP549863, OP549864, OP549865, OP549866, OP549867, OP549868, OP549869, OP549870, OP549871, OP549872, OP549873, OP549874, OP549875, OP549876, OP549877, OP549878, OP549879,a n dOP549880.”— not found in the paper; verdict downgraded
The dataset identifiers appear only in the body text (data availability statement and Table 1), not as a formal reference list entry. [downgraded to 'no' — no verifiable quote from the paper] [majority verdict 'no' (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
“Data availability. The sequences have been submitted to NCBI under BioProject accession number PRJNA881266, BioSample accession numbers SAMN30889804, SAMN30889810, SAMN30889821, SAMN30889823 , SAMN30889827 , SAMN30889838 , SAMN30889839 , SAMN30889840, SAMN30889842,a n dSAMN30889845,S R Aa c c e s s i o nn u m b e r sSRR21604176, SRR21604179, SRR21604183, SRR21604185, SRR21604186, SRR21604187, SRR21604199, SRR21604203, SRR21604206,a n dSRR21604215, and GenBank accession numbersOP549858, OP549859, OP549860, OP549861, OP549862, OP549863, OP549864, OP549865, OP549866, OP549867, OP549868, OP549869, OP549870, OP549871, OP549872, OP549873, OP549874, OP549875, OP549876, OP549877, OP549878, OP549879,a n dOP549880.”— not found in the paper; verdict downgraded
The data availability statement points to a repository record (NCBI) with specific accessions, fitting Colavizza category 3. [downgraded to 'partial' — 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 Summary of the viruses identified in this study and their top BLASTn hits”
The paper includes an itemised inventory (Table 1) listing each virus with its GenBank accession, read depth, length, etc., providing rich discovery metadata. [majority verdict 'yes' (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 sequences have been submitted to NCBI under BioProject accession number PRJNA881266, BioSample accession numbers SAMN30889804, SAMN30889810, SAMN30889821, SAMN30889823 , SAMN30889827 , SAMN30889838 , SAMN30889839 , SAMN30889840, SAMN30889842,a n dSAMN30889845,S R Aa c c e s s i o nn u m b e r sSRR21604176, SRR21604179, SRR21604183, SRR21604185, SRR21604186, SRR21604187, SRR21604199, SRR21604203, SRR21604206,a n dSRR21604215, and GenBank accession numbersOP549858, OP549859, OP549860, OP549861, OP549862, OP549863, OP549864, OP549865, OP549866, OP549867, OP549868, OP549869, OP549870, OP549871, OP549872, OP549873, OP549874, OP549875, OP549876, OP549877, OP549878, OP549879,a n dOP549880.”— not found in the paper; verdict downgraded
The data are deposited in a public repository (NCBI) with no stated precondition, making them openly available. [downgraded to 'partial' — no verifiable quote from the paper]
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 sequences have been submitted to NCBI under BioProject accession number PRJNA881266, BioSample accession numbers SAMN30889804, SAMN30889810, SAMN30889821, SAMN30889823 , SAMN30889827 , SAMN30889838 , SAMN30889839 , SAMN30889840, SAMN30889842,a n dSAMN30889845,S R Aa c c e s s i o nn u m b e r sSRR21604176, SRR21604179, SRR21604183, SRR21604185, SRR21604186, SRR21604187, SRR21604199, SRR21604203, SRR21604206,a n dSRR21604215, and GenBank accession numbersOP549858, OP549859, OP549860, OP549861, OP549862, OP549863, OP549864, OP549865, OP549866, OP549867, OP549868, OP549869, OP549870, OP549871, OP549872, OP549873, OP549874, OP549875, OP549876, OP549877, OP549878, OP549879,a n dOP549880.”— not found in the paper; verdict downgraded
The paper describes the action of submitting data to NCBI, from which the access level can be inferred as public, but no explicit label is provided. [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
The data are from human subjects but are deposited in a public repository with no mentioned gatekeeper or controlled access procedure.
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 sequences have been submitted to NCBI under BioProject accession number PRJNA881266, BioSample accession numbers SAMN30889804, SAMN30889810, SAMN30889821, SAMN30889823 , SAMN30889827 , SAMN30889838 , SAMN30889839 , SAMN30889840, SAMN30889842,a n dSAMN30889845,S R Aa c c e s s i o nn u m b e r sSRR21604176, SRR21604179, SRR21604183, SRR21604185, SRR21604186, SRR21604187, SRR21604199, SRR21604203, SRR21604206,a n dSRR21604215, and GenBank accession numbersOP549858, OP549859, OP549860, OP549861, OP549862, OP549863, OP549864, OP549865, OP549866, OP549867, OP549868, OP549869, OP549870, OP549871, OP549872, OP549873, OP549874, OP549875, OP549876, OP549877, OP549878, OP549879,a n dOP549880.”— not found in the paper; verdict downgraded
The statement indicates data are available at the time of publication but does not specify a retention period or persistence commitment. [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 paper does not specify the file format of the released data, such as FASTA or FASTQ.
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 (e.g., MIAME, MINSEQE) is explicitly named in 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'
“ClinicalTrials registration number NCT02404038”
The paper provides an identifier for a related external resource (the clinical trial) in the methods section. [majority verdict 'yes' (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 license is explicitly attached to the data; the Creative Commons 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 provided for the data snapshot. [majority verdict 'no' (4/5 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'
The paper does not mention any code availability; no code is described as being produced by the study.
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)
“grant R01 HD083040”
The paper provides specific grant numbers for the funding sources, such as NIH grant R01 HD083040. [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
“NovaSeq 6000 system”
The paper names specific instruments, kits, and software with version numbers, such as the NovaSeq 6000 sequencer. [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 the viruses identified in this study and their top BLASTn hits”
Variable definitions are provided within the article in Table 1, but no separate documentation file is mentioned as accompanying 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
0.269
From this paper's citation signal
Citation Network Contribution
0.0351
From 1 citing papers with measurable signal
Ranked by each citer's contribution to N(p) — log1p(Cq) divided by its reference count — out of 1 citer.
Bill and Melinda Gates Foundation
Grant: INV-037612
EC | H2020 | ERA-LEARN | European and Developing Countries Clinical Trials Partnership
Grant: TMA2020CDF-3192-VaViBa
HHS | National Institutes of Health
Grant: R01 HD083040
HHS | National Institutes of Health
Grant: R01 AI094586
Poliomyelitis Research Foundation
Grant: 17/43
European & Developing Countries Clinical Trials Partnership (EDCTP)
Grant: TMA2020CDF-3192
NIAID NIH HHS
Grant: P30 AI027757
National Institutes of Health
Grant: 5R01HD083040-05
Hormone induced mucosal susceptibility and HIV risk in South African adolescents
National Institutes of Health
Grant: 3P30AI027757-36S1
University of Washington/Fred Hutch Center for AIDS Research
National Institutes of Health
Grant: 4R01AI094586-03
CHAMPS: Choices for Adolescent Methods of Prevention in South Africa
South African Medical Research Council
FWCI
0.62
Citation Percentile
0.7%
Citation Trend
Fields of Study
Keywords
Sustainable Development Goals