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

Association of Health Care Work With Anxiety and Depression During the COVID-19 Pandemic: Structural Topic Modeling Study

JMIR AI(2023)10.2196/47223Source: DataRank Database

Association of Health Care Work With Anxiety and Depression During the COVID-19 Pandemic: Structural Topic Modeling Study is a research paper published in JMIR AI (2023). 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 (5 grants)OA: goldTopics (14)IDs (PubMed, PMC)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 (6)

Emily Tseng ORCID,Thomas D. Hull ORCID,Emma Jennings ORCID,Tanzeem Choudhury ORCID,Naomi M. Simon ORCID

Live enrichment

PubMed:38875560 PMC:PMC11041488

NIMH NIH HHS

Grant: K23 MH134068

National Institutes of Health

Grant: 2KL2TR001446-06A1

Institutional Career Development

National Institutes of Health

Grant: 5R01MH125179-02

Enhancing Engagement with Digital Mental Health Care

National Institutes of Health

Grant: 1K23MH134068-01

Deep Learning Based Natural Language Processing Markers of Anxiety and Depression

National Institutes of Health

Grant: 4R44MH124334-02

Message-based psychotherapy and digital treatment sequences for depression

goldLicense: cc-by

publisherhttps://ai.jmir.org/2023/1/e47223/PDF

publisherhttps://ai.jmir.org/2023/1/e47223

repositoryhttps://pmc.ncbi.nlm.nih.gov/articles/PMC11041488/pdf/ai_v2i1e47223.pdf

Europe_PMChttps://europepmc.org/articles/PMC11041488

Europe_PMChttps://europepmc.org/articles/PMC11041488?pdf=render

Fields of Study

03 medical and health sciences0302 clinical medicine

Keywords

DepressionTreatmentAnxietyMental healthHealth care workersStressorNatural Language ProcessingpsychotherapyDigital HealthTopic ModelingCovid-19Original Paper

Sustainable Development Goals

SDG 3: 3. Good health