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

LLMs for Causal Reasoning in Medicine? A Call for Caution

(2025)10.1145/3799830.3799848Source: DataRank Database

LLMs for Causal Reasoning in Medicine? A Call for Caution is a research paper (2025). On theSindex it has a DataRank of 0.

N/A

0DataRank · unranked

Scored on demand from live citation data

0 citations

Free full text

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 (2 grants)Impact (FWCI 0.00)OA: closedTopics (8)IDs (PubMed, OpenAlex)

FAIR Checklist

Context only (not used in score)

Findable (1/2)

Has DOI

Accessible (0/2)

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)

Ranveer Singh,Michael Skinner ORCID,PREDRAG RADIVOJAC ORCID,David M. Haas ORCID,Lakshmi Raman ORCID

Live enrichment

PubMed:21097893 OpenAlex:https://openalex.org/W7155529013

NIH (National Institutes of Health)

Grant: R01NS133142

NIH (National Institutes of Health)

Grant: R01HD101246

FWCI

0.00

Citation Percentile

0.8%

closed

publisherhttps://dl.acm.org/doi/pdf/10.1145/3799830.3799848

https://doi.org/10.1145/3799830.3799848

Fields of Study

Logic, Reasoning, and KnowledgeBayesian Modeling and Causal InferenceBiomedical Text Mining and Ontologies

Keywords

Causality (physics)Causal reasoningMotivated reasoningCausationCausal model

LLMs for Causal Reasoning in Medicine? A Call for Caution

FAIR Checklist

Authors (7)

Funding (2 grants)

Impact

Open Access

Topics