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

Integrating Nonindividual Patient Features in Machine Learning Models of Hospital-Onset Bacteremia

JAMA Network Open(2025)10.1001/jamanetworkopen.2025.18815Source: DataRank Database

Integrating Nonindividual Patient Features in Machine Learning Models of Hospital-Onset Bacteremia is a research paper published in JAMA Network Open (2025). On theSindex it has a DataRank of 0. It has been cited 7 times.

N/A

0DataRank · unranked

Scored on demand from live citation data

Open Access7 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 (1 grants)Impact (FWCI 5.56)OA: goldTopics (23)IDs (PubMed, PMC, OpenAlex)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 (12)

Jingwen Zhang ORCID,Alice F. Bewley ORCID,Andrew Atkinson ORCID,Heidi Holtz ORCID,Ziqian Wang ORCID

Live enrichment

PubMed:40601316 PMC:PMC12223889 OpenAlex:https://openalex.org/W4411932449

NIGMS NIH HHS

Grant: K08 GM140310

FWCI

5.56

Citation Percentile

1.0%

Citation Trend

2025

2026

goldLicense: cc-by

journalhttps://jamanetwork.com/journals/jamanetworkopen/articlepdf/2835883/vazquezguillamet_2025_oi_250584_1750878874.5106.pdf

publisherhttps://jamanetwork.com/journals/jamanetworkopen/articlepdf/2835883/vazquezguillamet_2025_oi_250584_1750878874.5106.pdf

publisherhttps://jamanetwork.com/journals/jamanetworkopen/articlepdf/2835883/vazquez_guillamet_2025_oi_250584_1754402045.34333.pdf

journalhttps://doi.org/10.1001/jamanetworkopen.2025.18815

repositoryhttps://pubmed.ncbi.nlm.nih.gov/40601316

Fields of Study

Sepsis Diagnosis and TreatmentBacterial Identification and Susceptibility TestingAntibiotic Resistance in Bacteria

MeSH Terms

Machine LearningAdultAgedCross InfectionFemaleHumansMaleMiddle AgedMissouriRisk FactorsFungemiaBacteremia

Keywords

MedicineReceiver operating characteristicIntensive care unitBacteremiaEmergency medicineHealth careIntensive care medicineInternal medicine

Sustainable Development Goals

SDG 0: Good health and well-being