Evidence map›Paper›PMID 42074893›Full record

ArticleJournal of clinical medicine2026

A Machine Learning Framework for Prognostic Modeling in Stage III Colon Cancer.

Rümeysa Sungur, Selin Aktürk Esen, Hilal Arslan, Sevil Uygun İlikhan, Hatice Rüveyda Akça, Efnan Algın, Öznur Bal, Şebnem Yaman, Doğan Uncu

Abstract read
In one paragraph

Article in Journal of clinical medicine, 2026. 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

9 authors.

Rümeysa SungurDepartment of Internal Medicine, Ankara Bilkent City Hospital, 06800 Ankara, Turkey.ORCID 0009-0008-5464-3470
Selin Aktürk EsenDepartment of Medical Oncology, Ankara Bilkent City Hospital, 06800 Ankara, Turkey.
Hilal ArslanDepartment of Software Engineering, Ankara Yıldırım Beyazıt University, 06010 Ankara, Turkey.ORCID 0000-0002-6449-6952
Sevil Uygun İlikhanDepartment of Internal Medicine, Ankara Bilkent City Hospital, 06800 Ankara, Turkey.
Hatice Rüveyda AkçaDepartment of Software Engineering, Ankara Yıldırım Beyazıt University, 06010 Ankara, Turkey.ORCID 0009-0005-3745-5222
Efnan AlgınDepartment of Medical Oncology, Ankara Bilkent City Hospital, 06800 Ankara, Turkey.ORCID 0000-0002-8917-9267
Öznur BalDepartment of Medical Oncology, Ankara Bilkent City Hospital, 06800 Ankara, Turkey.ORCID 0000-0002-6901-2646
Şebnem YamanDepartment of Medical Oncology, Ankara Bilkent City Hospital, 06800 Ankara, Turkey.
Doğan UncuDepartment of Medical Oncology, Ankara Bilkent City Hospital, 06800 Ankara, Turkey.ORCID 0000-0002-0929-3271

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

artificial intelligencecolon cancermachine learningprognosisrisk factorsstage III colon cancersurvival analysis

Identifiers

PMID42074893
PMCPMC13116913

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.