Evidence map›Paper›PMID 41154310›Full record

ArticleHealthcare (Basel, Switzerland)2025

Predicting High Urinary Tract Infection Rates in Skilled Nursing Facilities: A Machine Learning Approach.

Diane Dolezel, Tiankai Wang, Denise Gobert

Abstract read
In one paragraph

Article in Healthcare (Basel, Switzerland), 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

3 authors.

Diane DolezelHealth Informatics & Information Management Department, Texas State University, Round Rock, TX 78665, USA.
Tiankai WangHealth Informatics & Information Management Department, Texas State University, Round Rock, TX 78665, USA.ORCID 0000-0003-0083-0218
Denise GobertPhysical Therapy Department, Texas State University, Round Rock, TX 78665, USA.ORCID 0000-0003-2757-8075

Funding

Texas State Internal Williamson Fund 4201081000 Long Term Care Admin Certificate Program
6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

machine learningpredictingskilled nursing facilitiesurinary tract infections

Identifiers

PMID41154310
PMCPMC12564364

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.