Pilot corpus: NIH-funded biomedical datasets. Any DOI can be scored on demand — network effects sharpen as coverage grows.

FAIRSCAPE: A Framework for FAIR and Reproducible Biomedical Analytics

bioRxiv (Cold Spring Harbor Laboratory)(2020)10.1101/2020.08.10.244947Source: DataRank Database

FAIRSCAPE: A Framework for FAIR and Reproducible Biomedical Analytics is a research paper published in bioRxiv (Cold Spring Harbor Laboratory) (2020). On theSindex it has a DataRank of 0. It has been cited 4 times.

N/A

0DataRank · unranked

Scored on demand from live citation data

Open Access4 citations

Download PDF

Cite:

DataRank reads this dataset's downstream impact straight off the citation graph — no black box, no proprietary weighting. How is this computed?

›Methodology & internals

datarank_citation_only_1hop_v6· scope data_onlyMethodology

Pipeline:MetadataData-paper checkEnrichmentCitation networkScoring

Enrichment:Funding (4 grants)OA: greenTopics (22)IDs (PubMed, OpenAlex)SDGs (1)

FAIR Checklist

Context only (not used in score)

Findable (1/2)

Has DOI

Accessible (1/2)

Open Access

Interoperable (0/2)

Reusable (0/3)

FAIR checklist signals are shown for context only and do not affect DataRank scoring.

Run a calibrated FAIR evaluation for this paper →

We only score data papers we can read in full — never from an abstract alone.

Authors (7)

Justin Niestroy ORCID,Sadnan Al Manir,Karen D. Fairchild ORCID,Douglas E. Lake ORCID,J. Randall Moorman ORCID

Live enrichment

PubMed:19767382 OpenAlex:https://openalex.org/W3048721492

National Institutes of Health

Grant: 5R01HD072071-05

Predictive Informatics Monitoring in the Neonatal Intensive Care Unit

National Institutes of Health

Grant: 5U01HG009452-02

Argumentation and linked-metadata services for reproducible target validation

National Institutes of Health

Grant: 3OT3OD025456-01S1

Towards a FAIR Digital Ecosystem in the Cloud

National Institutes of Health

Grant: 1U01HL133708-01

Prematurity-Related Ventilatory Control: Leadership Data and Coordination Center (LDCC)

greenLicense: cc-by

repositoryhttps://www.biorxiv.org/content/biorxiv/early/2021/05/28/2020.08.10.244947.full.pdf

publisherhttps://syndication.highwire.org/content/doi/10.1101/2020.08.10.244947

repositoryhttps://doi.org/10.1101/2020.08.10.244947

https://www.biorxiv.org/content/biorxiv/early/2021/02/05/2020.08.10.244947.full.pdf

Fields of Study

Scientific Computing and Data ManagementResearch Data Management PracticesBiomedical Text Mining and Ontologies0301 basic medicine0303 health sciences03 medical and health sciences

Keywords

Computer scienceMetadataWorkflowScalabilityCorrectnessCloud computingSoftwareGraphAnalyticsDatabaseProgramming languageTheoretical computer scienceWorld Wide WebOperating systemReproducibility of ResultsOriginal Article

Sustainable Development Goals

SDG 0: Industry, innovation and infrastructure