Evidence map›Paper›PMID 41939980›Full record

ReviewJournal of parasitology research2026

Leishmaniasis in Morocco: Epidemiology, Transmission Dynamics, and the Potential of Artificial Intelligence for Disease Management.

Chaymaa Harkat, Denis Sereno, Abdelmohcine Aimrane, Moulay Abdelmonaim Hidan, Mohamed Yamani, Kholoud Kahime

Abstract readReview
PubMed Full text at PMC Publisher
In one paragraph

Review in Journal of parasitology research, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Review
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

6 authors.

Chaymaa HarkatEssaouira Higher School of Technology, Interdisciplinary Laboratory for Research in Environment, Management, Energy and Tourism (LIREMET), Cadi Ayyad University (UCA), Marrakech, Morocco.
Denis SerenoUMR177 Intertryp, IRD, CIRAD, University of Montpellier, Montpellier, France, umontpellier.fr.ORCID https://orcid.org/0000-0002-0034-9291
Abdelmohcine AimraneENS, Interdisciplinary Research Laboratory in Bioresources, Environment, and Materials, Cadi Ayyad University, Marrakech, Morocco, uca.ma.
Moulay Abdelmonaim HidanLaboratory of Biotechnology and Natural Resources Valorisation, Ibn Zoh University, Agadir, Morocco.ORCID https://orcid.org/0000-0002-2361-9506
Mohamed YamaniLaboratory of Natural Resources and Environment, Polydisciplinary Faculty of Taza, Sidi Mohamed Ben Abdellah University, Taza, Morocco, usmba.ac.ma.ORCID https://orcid.org/0000-0002-3093-5304
Kholoud KahimeEssaouira Higher School of Technology, Interdisciplinary Laboratory for Research in Environment, Management, Energy and Tourism (LIREMET), Cadi Ayyad University (UCA), Marrakech, Morocco.ORCID https://orcid.org/0000-0001-8013-3521

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Leishmaniases are neglected tropical diseases caused by

Indexed as

artificial intelligencedisease surveillanceepidemiologyleishmaniasesMoroccovector control

Identifiers

PMID41939980
PMCPMC13045284

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.