Sex Differences in Health Conditions Associated with Sexual Assault in a Large Hospital Population is a dataset published in Complex Psychiatry (2022). On theSindex it has a DataRank of 0.312, placing it in the top 53.9% of the data-sharing corpus. It has been cited 7 times, with 1 citing works in its 1-hop citation network. Its calibrated FAIR score is 21/100.
Ranks in the top 54% 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.
The paper does not provide a persistent identifier or a data URL for the summary-level data; the data are only described as being included in the article.
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'
“All summary-level data produced in the present work are included in this article.”
The data are not deposited in a named repository; they are included in the article itself.
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, neither in the reference list nor in the body 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
“All summary-level data produced in the present work are included in this article. Deidentified VUMC EHR data analyzed in the present work are not available for public access due to privacy restrictions. Further inquiries can be directed to the corresponding author.”
The statement points to the article itself (category 2) and also to a person for further inquiries, but the primary pointer is the article.
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
“All summary-level data produced in the present work are included in this article.”
The dataset content is described only in running prose; no itemized inventory (section, table, or list) of files or variables is provided. [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'
“All summary-level data produced in the present work are included in this article.”
The data are included in the article, which is open access under a CC BY-NC license, so no precondition is stated. [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
“All summary-level data produced in the present work are included in this article.”
The paper does not explicitly label the data's access level, but the data are included in the article, which is openly accessible under a CC BY-NC license. [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
“Further inquiries can be directed to the corresponding author.”
The gatekeeper is a natural person (the corresponding author) with no institutional committee named. [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
The paper does not state how long the data will remain available or any persistence commitment.
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 a file format for the released data; the data are included in the article as text and tables.
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 mapped ICD-9 and ICD-10 codes to 1,817 phecodes using Phecode Map version 1.2 (phewascatalog.org)”
The paper uses phecodes, a community-standard vocabulary for phenome-wide association studies, to categorize the clinical phenotypes. [majority verdict 'yes' (4/5 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 an external resource (dataset, database, or code) is provided; the work uses only its own data. [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 stated for the data; the CC BY-NC license applies only to the article. [majority verdict 'no' (4/5 passes agreed)]
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 dataset; the data are not versioned. [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 provide a locator for the study's own code; no code availability statement is included.
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)
“supported by NIGMS of the National Institutes of Health under award No. T32GM007347 and Grant No. R01 HG011405.”
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
“Using the PheWAS package (version 0.99) in R”— not found in the paper; verdict downgraded
The paper names specific software (R, PheWAS package) and the phenotyping algorithm used to produce the data. [downgraded to 'partial' — no verifiable quote from the paper] [majority verdict 'partial' (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
“online suppl. Table S1”
Variable definitions are provided in supplementary tables within the article, not in a separate documentation object shipped with the data. [majority verdict 'partial' (3/5 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
From 0 citing papers with measurable signal
This paper's DataRank is currently driven only by its base citation score. None of the citing papers had measurable citation signal.
Learn more about DataRank methodology →NICHD NIH HHS
Grant: P50 HD103537
NIGMS NIH HHS
Grant: T32 GM152284
NIMH NIH HHS
Grant: F30 MH132165
NHGRI NIH HHS
Grant: R01 HG011405
NIGMS NIH HHS
Grant: T32 GM007347
National Institutes of Health
Grant: 5T32GM007347-08
MEDICAL SCIENTIST TRAINING PROGRAM
National Institutes of Health
Grant: 3UL1RR024975-03S4
The Vanderbilt Institute for Clinical and Translational Research (VICTR) UL1
National Institutes of Health
Grant: 5R01HG011405-03
Elucidating the phenome-wide impact of sex and gender on disease
National Institutes of Health
Grant: 6UL1TR000445-11
The Vanderbilt Institute for Clinical and Translational Research (VICTR)
Fields of Study
Keywords