Evidence map›Paper›PMID 42739260›Full record

ArticleDiagnostics (Basel, Switzerland)2026

Validation of a Bayesian Ebola Diagnostic Model Using Data from the Tenth Epidemic of 2018 to 2020 in the Democratic Republic of Congo.

John Kamwina Kebela, Jean Nyandwe Kyloka, Junior Bulabula-Penge, Prince Kimpanga Diangs, Jack Kokolomami Hyombo, Godfroid Musema Mulakilwa, Dieudonné Mwamba Kazadi, Steve Ahuka-Mundeke, Rostin Mabela Makengo, Simon Ntumba Badibanga and 5 more

Abstract read
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In one paragraph

Article in Diagnostics (Basel, Switzerland), 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

15 authors.

John Kamwina KebelaDepartment of Epidemiology and Biostatistics, School of Public Health, Faculty of Medicine, University of Kinshasa, Kinshasa P.O. Box 11850 Kinshasa I, Democratic Republic of the Congo.ORCID 0000-0003-3893-5787
Jean Nyandwe KylokaDepartment of Epidemiology and Biostatistics, School of Public Health, Faculty of Medicine, University of Kinshasa, Kinshasa P.O. Box 11850 Kinshasa I, Democratic Republic of the Congo.
Junior Bulabula-PengeFaculty of Medicine, Université Protestante au Congo (UPC), Kinshasa P.O. Box 4745, Democratic Republic of the Congo.ORCID 0009-0009-4742-7419
Prince Kimpanga DiangsDepartment of Epidemiology and Biostatistics, School of Public Health, Faculty of Medicine, University of Kinshasa, Kinshasa P.O. Box 11850 Kinshasa I, Democratic Republic of the Congo.ORCID 0009-0001-8662-0694
Jack Kokolomami HyomboDepartment of Epidemiology and Biostatistics, School of Public Health, Faculty of Medicine, University of Kinshasa, Kinshasa P.O. Box 11850 Kinshasa I, Democratic Republic of the Congo.
Godfroid Musema MulakilwaDepartment of Epidemiology and Biostatistics, School of Public Health, Faculty of Medicine, University of Kinshasa, Kinshasa P.O. Box 11850 Kinshasa I, Democratic Republic of the Congo.
Dieudonné Mwamba KazadiDepartment of Epidemiology and Biostatistics, School of Public Health, Faculty of Medicine, University of Kinshasa, Kinshasa P.O. Box 11850 Kinshasa I, Democratic Republic of the Congo.
Steve Ahuka-MundekeNational Institute for Biomedical Research (INRB), Kinshasa P.O. Box 1197, Democratic Republic of the Congo.
Rostin Mabela MakengoDepartment of Mathematics and Computer Science, Faculty of Science, University of Kinshasa, Kinshasa P.O. Box 190 Kinshasa XI, Democratic Republic of the Congo.
Simon Ntumba BadibangaDepartment of Mathematics and Computer Science, Faculty of Science, University of Kinshasa, Kinshasa P.O. Box 190 Kinshasa XI, Democratic Republic of the Congo.
Antoine Nkuba NdayeNational Institute for Biomedical Research (INRB), Kinshasa P.O. Box 1197, Democratic Republic of the Congo.ORCID 0000-0003-2850-7498
Olivier Mangapi KinzeEducational and Vocational Guidance Department, Ilebo Higher Pedagogical Institute, Ilebo P.O. Box 198, Democratic Republic of the Congo.
Berthe Barhayiga NsimireDepartment of Anesthesia and Intensive Care, Cliniques Universitaires de Kinshasa (CUK), University of Kinshasa, Kinshasa P.O. Box 123 Kinshasa XI, Democratic Republic of the Congo.
Etienne Bwira MwokoziDepartment of Management, School of Public Health, University of Kinshasa, Kinshasa P.O. Box 11850 Kinshasa I, Democratic Republic of the Congo.
Sylvain Munyanga MukongoDepartment of Management, School of Public Health, University of Kinshasa, Kinshasa P.O. Box 11850 Kinshasa I, Democratic Republic of the Congo.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

Democratic Republic of the Congosubjective Bayesian modelvalidation

Identifiers

PMID42739260
PMCPMC13565241

What OpenQuestion holds

Textmetadata
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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.