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Valsci: an open-source, self-hostable literature review utility for automated large-batch scientific claim verification using large language models

BMC Bioinformatics(2025)10.1186/s12859-025-06159-4Source: DataRank Database

Valsci: an open-source, self-hostable literature review utility for automated large-batch scientific claim verification using large language models is a research paper published in BMC Bioinformatics (2025). On theSindex it has a DataRank of 0. It has been cited 6 times.

N/A

0DataRank · unranked

Scored on demand from live citation data

Open Access6 citations

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›Methodology & internals

datarank_citation_only_1hop_v6· scope data_onlyMethodology

Pipeline:MetadataData-paper checkEnrichmentCitation networkScoring

Enrichment:Funding (1 grants)Impact (FWCI 15.59)OA: goldTopics (24)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)

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Authors (2)

Jeffrey Skolnick ORCID,Brice Edelman

Live enrichment

PubMed:40437377 PMC:PMC12121171 OpenAlex:https://openalex.org/W4410806538

National Institutes of Health

Grant: GMR35-118039

FWCI

15.59

Citation Percentile

1.0%

Citation Trend

2025

2026

goldLicense: cc-by-nc-nd

journalhttps://bmcbioinformatics.biomedcentral.com/counter/pdf/10.1186/s12859-025-06159-4

publisherhttps://bmcbioinformatics.biomedcentral.com/counter/pdf/10.1186/s12859-025-06159-4

publisherhttps://link.springer.com/content/pdf/10.1186/s12859-025-06159-4.pdf

publisherhttps://link.springer.com/article/10.1186/s12859-025-06159-4/fulltext.html

journalhttps://doi.org/10.1186/s12859-025-06159-4

Fields of Study

Scientific Computing and Data ManagementBiomedical Text Mining and OntologiesMeta-analysis and systematic reviews

MeSH Terms

Large Language ModelsSoftwareBibliometricsDatabases, FactualInformation Storage and Retrieval

Keywords

Open sourceComputer scienceSoftware engineeringData scienceNatural language processingProgramming languageOpen source softwareSoftwareBioinformaticsBatch processingOpen-sourceClaim VerificationLarge Language ModelsRetrieval-augmented GenerationBibliometric ScoringChain-of-thought