Evidence map›Paper›PMID 41150138›Full record

ArticleVeterinary sciences2025

Classification of Clinical Outcomes in Hospitalized Asian Elephants Using Machine Learning and Survival Analysis: A Retrospective Study (2019-2024).

Worapong Kosaruk, Veerasak Punyapornwithaya, Pichamon Ueangpaiboon, Taweepoke Angkawanish

Abstract read
In one paragraph

Article in Veterinary sciences, 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

4 authors.

Worapong KosarukFaculty of Veterinary Medicine, Chiang Mai University, Chiang Mai 50100, Thailand.ORCID 0000-0002-1706-2684
Veerasak PunyapornwithayaFaculty of Veterinary Medicine, Chiang Mai University, Chiang Mai 50100, Thailand.ORCID 0000-0001-9870-7773
Pichamon UeangpaiboonNational Elephant Institute, Elephant Hospital, Thai Elephant Conservation Center, Forest Industry Organization, Ministry of Natural Resources and Environment, Lampang 52190, Thailand.
Taweepoke AngkawanishNational Elephant Institute, Elephant Hospital, Thai Elephant Conservation Center, Forest Industry Organization, Ministry of Natural Resources and Environment, Lampang 52190, Thailand.ORCID 0000-0003-1052-8987

Funding

Chiang Mai University 1/2568
6 · The paper itself

Abstract

Captive Asian elephants (

Indexed as

Asian elephantclassification modelclinical outcomemachine learningsurvival analysistreatment

Identifiers

PMID41150138
PMCPMC12567809

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.