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

Hillclimb-Causal Inference: a data-driven approach to identify causal pathways among parental behaviors, genetic risk, and externalizing behaviors in children

Journal of the American Medical Informatics Association(2025)10.1093/jamia/ocaf153Source: DataRank Database

Hillclimb-Causal Inference: a data-driven approach to identify causal pathways among parental behaviors, genetic risk, and externalizing behaviors in children is a research paper published in Journal of the American Medical Informatics Association (2025). On theSindex it has a DataRank of 0. It has been cited 2 times.

N/A

0DataRank · unranked

Scored on demand from live citation data

Open Access2 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 (3 grants)Impact (FWCI 2.16)OA: hybridTopics (27)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 (2)

Qian Peng ORCID,Mengman Wei

Live enrichment

PubMed:40973098 PMC:PMC12646382 OpenAlex:https://openalex.org/W4414379672

National Institute on Drug Abuse

Grant: DP1DA054373

NIH HHS

NIH

FWCI

2.16

Citation Percentile

0.9%

Citation Trend

2025

hybridLicense: cc-by

journalhttps://academic.oup.com/jamia/advance-article-pdf/doi/10.1093/jamia/ocaf153/64304539/ocaf153.pdf

publisherhttps://academic.oup.com/jamia/advance-article-pdf/doi/10.1093/jamia/ocaf153/64304539/ocaf153.pdf

publisherhttps://academic.oup.com/jamia/article-pdf/32/12/1936/64304539/ocaf153.pdf

journalhttps://doi.org/10.1093/jamia/ocaf153

repositoryhttps://pubmed.ncbi.nlm.nih.gov/40973098

Fields of Study

Cognitive Abilities and TestingChild and Adolescent Psychosocial and Emotional DevelopmentMental Health Research Topics

MeSH Terms

AdolescentAggressionAlgorithmsBayes TheoremChildChild Behavior DisordersFemaleHumansMaleParent-Child RelationsParentsParentingGenetic Predisposition to DiseaseMultifactorial InheritanceGenome-Wide Association Study

Keywords

Causal modelMEDLINEBehavioural geneticsGenetic variantsGenetic dataCausal InferenceParental BehaviorPrsExternalizing Behaviors