Evidence map›Paper›PMID 42506071›Full record

ArticleJournal of personalized medicine2026

Data-Driven Clinical Phenotyping of Adult Epilepsy Using Latent Class Analysis: A Regional Cohort Study from Southern Kazakhstan.

Nurlybek Mombekov, Nigara Yerkhojayeva, Aliya Ualiyeva, Nazira Zharkinbekova, Cigdem Ozkara, Gulnaz Nuskabayeva, Karlygash Sadykova, Assylbek Mombek, Bakhytkul Yernazarova, Tangsholpan Zholdassova and 3 more

Abstract read
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In one paragraph

Article in Journal of personalized 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

13 authors.

Nurlybek MombekovDepartment of Special Clinical Disciplines, Faculty of Medicine, Khoja Akhmet Yassawi International Kazakh-Turkish University, Turkestan 161200, Kazakhstan.
Nigara YerkhojayevaDepartment of Special Clinical Disciplines, Faculty of Medicine, Khoja Akhmet Yassawi International Kazakh-Turkish University, Turkestan 161200, Kazakhstan.ORCID 0009-0008-2829-5070
Aliya UaliyevaDepartment Epidemiology, Biostatistics and Evidence-Based Medicine, Farabi University, Almaty 050000, Kazakhstan.
Nazira ZharkinbekovaDepartment of Neurology, Psychiatry, Rehabilitation and Neurosurgery, South Kazakhstan Medical Academy, Shymkent 160019, Kazakhstan.ORCID 0000-0002-5069-1562
Cigdem OzkaraDepartment of Neurology, Cerrahpasa Medical Faculty, Istanbul University, Istanbul 34342, Turkey.
Gulnaz NuskabayevaDepartment of Special Clinical Disciplines, Faculty of Medicine, Khoja Akhmet Yassawi International Kazakh-Turkish University, Turkestan 161200, Kazakhstan.ORCID 0000-0003-2139-3221
Karlygash SadykovaDepartment of Special Clinical Disciplines, Faculty of Medicine, Khoja Akhmet Yassawi International Kazakh-Turkish University, Turkestan 161200, Kazakhstan.ORCID 0000-0002-9120-8565
Assylbek MombekDepartment of Fundamental Medical Sciences, Faculty of Dentistry, Khoja Akhmet Yassawi International Kazakh-Turkish University, Turkestan 161200, Kazakhstan.
Bakhytkul YernazarovaDepartment of Surgery and Pediatric Dentistry, Faculty of Dentistry, Khoja Akhmet Yassawi International Kazakh-Turkish University, Turkestan 161200, Kazakhstan.
Tangsholpan ZholdassovaDepartment of Surgery and Pediatric Dentistry, Faculty of Dentistry, Khoja Akhmet Yassawi International Kazakh-Turkish University, Turkestan 161200, Kazakhstan.
Rissalat AbdullayevaDepartment of Surgery and Pediatric Dentistry, Faculty of Dentistry, Khoja Akhmet Yassawi International Kazakh-Turkish University, Turkestan 161200, Kazakhstan.
Aziz NabiyevDepartment of Therapeutic and Orthopedic Dentistry, Faculty of Dentistry, Khoja Akhmet Yassawi International Kazakh-Turkish University, Turkestan 161200, Kazakhstan.
Nursultan NurdinovDepartment of Fundamental Medical Sciences, Faculty of Dentistry, Khoja Akhmet Yassawi International Kazakh-Turkish University, Turkestan 161200, Kazakhstan.ORCID 0000-0001-5341-7211

Funding

Science Committee of the Ministry of Science and Higher Education of the Republic of Kazakhstan AP23489425
6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

adult epilepsyclinical heterogeneityclinical phenotypingcognitiondrug-resistant epilepsylatent class analysisquality of liferegional cohort

Identifiers

PMID42506071
PMCPMC13413036

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Registered trials

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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.