Evidence map›Paper›PMID 40964454›Full record

ArticleAcademia molecular biology and genomics2025

Rapid assessment of clinical severity for salmonellosis cases via protein family domain analysis and machine learning.

Aakash Bhattacharyya, Sudip Panday, David Ussery

Abstract read
PubMed Full text at PMC Publisher
In one paragraph

Article in Academia molecular biology and genomics, 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.

Aakash BhattacharyyaLittle Rock Central High School, Little Rock, AR 72202, USA.
Sudip PandayDepartment of Biomedical Informatics, University of Arkansas for Medical Sciences, 4301 W. Markham St., Slot 782, Little Rock, AR 72205, USA.
David UsseryDepartment of Biomedical Informatics, University of Arkansas for Medical Sciences, 4301 W. Markham St., Slot 782, Little Rock, AR 72205, USA.

Funding

Translational Regulation in Normal Erythropoiesis and Diamond Blackfan AnemiaP20GM121293 · NIGMS · ARKANSAS CHILDREN'S HOSPITAL RES INST · PI Alan Tackett · 2017 to 2026
$27.6M
Expanding Translational Research in ArkansasUL1TR003107 · NCATS · UNIV OF ARKANSAS FOR MED SCIS · PI JAMES, LAURA P · 2019 to 2023
$21.6M
Systems Pharmacology and Toxicology Training ProgramT32GM106999 · NIGMS · UNIV OF ARKANSAS FOR MED SCIS · PI PRATHER, PAUL L · 2013 to 2022
$1.4M
NCATS NIH HHS UL1 TR003107NIGMS NIH HHS P20 GM121293NIGMS NIH HHS T32 GM106999
6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

bacterial genomicsDomains of unknown function (DUFs)machine learningPfam domainsSalmonellaseverity prediction

Identifiers

PMID40964454
PMCPMC12440251

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.