Cancer incidence after asthma diagnosis: Evidence from a large clinical research network in the United States is a dataset published in Cancer Medicine (2023). On theSindex it has a DataRank of 0.737, placing it in the top 27.3% of the data-sharing corpus. It has been cited 15 times, with 14 citing works in its 1-hop citation network. Its calibrated FAIR score is 4/100.
Ranks in the top 27% 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.
“De‐identified data that support the findings of our study are available from the corresponding authors upon reasonable request.”
No persistent identifier (DOI, Handle, ARK, or repository accession) is provided for this study's data.
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'
“De‐identified data that support the findings of our study are available from the corresponding authors upon reasonable request.”
No repository is named; the data are held by the authors, not an institutional repository.
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, whether in the reference list or 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
“De‐identified data that support the findings of our study are available from the corresponding authors upon reasonable request.”
The statement points to a person ('available from the corresponding authors'), which is Colavizza category 1.
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
“Our study population included a cohort of adult patients with asthma (n = 90,021) and a matching cohort of adult patients without asthma (n = 270,063).”— not found in the paper; verdict downgraded
The dataset's size is stated in running prose, but no itemised inventory (section, table, or list) of files or variables is given. [downgraded to 'no' — no verifiable quote from the paper] [majority verdict 'no' (3/5 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'
“De‐identified data that support the findings of our study are available from the corresponding authors upon reasonable request.”
The only access route is a discretionary request to a person, which is not a followable access route; thus no.
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
“De‐identified data that support the findings of our study are available from the corresponding authors upon reasonable request.”
The paper describes an access action (request to authors) without an explicit access-level label, fitting the partial definition. [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
“De‐identified data that support the findings of our study are available from the corresponding authors upon reasonable request.”
The gatekeeper is a natural person (the corresponding authors), not an institutional body, matching the partial class.
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
“De‐identified data that support the findings of our study are available from the corresponding authors upon reasonable request.”
No sentence states when the data become available or how long they persist; only a request route is given.
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; the data are not deposited in a format.
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 identified asthma patients using the International Classification of Diseases (ICD) codes for asthma (ICD‐9: 493; ICD‐10: J45)”
The paper names ICD-9 and ICD-10, which are community-standard vocabularies registered in FAIRsharing, for identifying asthma and cancer. [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 is given for any external resource used (e.g., OneFlorida+ database, reference genome, or software). [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'
No license or reuse terms are stated for the data; the CC-BY license applies only to the article, not the data.
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, release date, or snapshot identifier is provided for the data.
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'
No code availability is stated; only that analyses were performed using Python or R, without any 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)
“Drs. Guo and Bian were funded in part by the National Institutes of Health (NIH) National Cancer Institute (NCI) grants 5R01CA246418”
The paper lists specific grant numbers (e.g., 5R01CA246418) attached to funders, satisfying the award identifier requirement.
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
“We conducted a retrospective cohort study using 2012–2020 electronic health records and claims data in the OneFlorida+ clinical research network.”
The data production is described in generic terms (EHRs and claims data) without naming specific instruments, kits, or platforms. [majority verdict 'partial' (3/5 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
No documentation object (README, codebook, schema) is mentioned as accompanying 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
0.416
From this paper's citation signal
Citation Network Contribution
0.321
From 11 citing papers with measurable signal
Ranked by each citer's contribution to N(p) — log1p(Cq) divided by its reference count — out of 14 citers.
NIA NIH HHS
Grant: R21 AG068717
NHLBI NIH HHS
Grant: K23 HL149991
NCI NIH HHS
Grant: R01 CA249506
NCI NIH HHS
Grant: R21 CA253394
NCI NIH HHS
Grant: R01 CA207361
NIA NIH HHS
Grant: R01 AG080624
NCI NIH HHS
Grant: R21 CA245858
NCCDPHP CDC HHS
Grant: U18 DP006512
National Institutes of Health
Grant: 5R01AG080624-03
Disparities of Alzheimer's disease progression in sexual and gender minorities
National Institutes of Health
Grant: 7R01CA207361-05
COMORBIDITY AND SCREENING OUTCOMES AMONG OLDER WOMEN UNDERGOING MAMMOGRAPHY
National Institutes of Health
Grant: 5K23HL149991-05
Early Administration of Steroids in the Ambulance Setting: An Observational Design Trial
National Institutes of Health
Grant: 1R21CA253394-01A1
Optimizing the Population Representativeness of Older Adults in Cancer Trials
National Institutes of Health
Grant: 3R21CA245858-01A1S1
Examine the risk of Alzheimer's disease in sexual and gender minorities
National Institutes of Health
Grant: 5U18DP006512-03
Using Real-world Data to Assess the Burden of Diabetes in Children and Adolescents in Florida
National Institutes of Health
Grant: 5R01CA246418-04
The benefits and harms of lung cancer screening in Florida
National Institutes of Health
Grant: 1R21AG068717-01
Optimizing the Population Representativeness of Older Adults in Alzheimer's Disease and Related Dementia Clinical Trials
FWCI
2.14
Citation Percentile
0.9%
Citation Trend
Fields of Study
MeSH Terms
Keywords
Sustainable Development Goals