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

APPRAISE: A Tool for Appraising Potential for Bias in Real-World Evidence Studies on Medication Effectiveness or Safety

Value in Health(2025)10.1016/j.jval.2025.07.024Source: DataRank Database

APPRAISE: A Tool for Appraising Potential for Bias in Real-World Evidence Studies on Medication Effectiveness or Safety is a research paper published in Value in Health (2025). 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 (10 grants)Impact (FWCI 8.25)OA: hybridTopics (22)IDs (PubMed, PMC, OpenAlex)

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 (10)

A. Jaksa ORCID,Jennifer L. Lund ORCID,Jessica M. Franklin ORCID,Cynthia J. Girman ORCID,Madlen Gazarian ORCID

Live enrichment

PubMed:40774597 PMC:PMC12392756 OpenAlex:https://openalex.org/W4413001560

National Institute on Aging

Grant: ME-2017C3-9337

National Institute on Aging

Grant: R21AG068965

U.S. Food and Drug Administration

Grant: 5U01FD007213

Patient-Centered Outcomes Research Institute

Grant: DB-2020C2-20326

National Cancer Institute

Grant: R01CA277756

National Institutes of Health

Grant: R01HS027623

National Institutes of Health

Grant: K01AG068365

National Institutes of Health

Grant: R01DK138036

FDA HHS

Grant: U01 FD007213

International Society for Pharmacoepidemiology

FWCI

8.25

Citation Percentile

1.0%

Citation Trend

2025

2026

hybridLicense: cc-by

journalhttps://doi.org/10.1016/j.jval.2025.07.024

publisherhttps://doi.org/10.1016/j.jval.2025.07.024

publisherhttps://api.elsevier.com/content/article/PII:S109830152502491X?httpAccept=text/xml

publisherhttps://api.elsevier.com/content/article/PII:S109830152502491X?httpAccept=text/plain

repositoryhttps://pubmed.ncbi.nlm.nih.gov/40774597

Fields of Study

Health Systems, Economic Evaluations, Quality of LifeAdvanced Causal Inference TechniquesPharmacovigilance and Adverse Drug Reactions

MeSH Terms

HumansResearch DesignTechnology Assessment, BiomedicalBiasPharmacoepidemiologyEvidence-Based MedicineObservational Studies as Topic

Keywords

Real world evidenceReal world dataRisk analysis (engineering)Data scienceBusinessComputer scienceMedicineInternal medicineAssessmentValidityBiasRwe