Evidence map›Paper›PMID 42096421›Full record

ArticlePLoS computational biology2026

Ten simple rules for establishing a drug discovery lab in resource-limited settings.

Ryman Shoko, Chipampe Lombe, Tsungai Faith Manyadza, Sithulisiwe Ngwenya, Peter Mubanga Cheuka, Grace Mugumbate

Abstract read
In one paragraph

Article in PLoS computational biology, 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

6 authors.

Ryman ShokoDepartment‌‌ of Basic Sciences, University of Lusaka, Lusaka, Zambia.ORCID https://orcid.org/0000-0002-1557-1696
Chipampe LombeDepartment‌‌ of Basic Sciences, University of Lusaka, Lusaka, Zambia.
Tsungai Faith ManyadzaDepartment of Chemical Sciences, Midlands State University, Gweru, Zimbabwe.
Sithulisiwe NgwenyaDepartment of Chemical Sciences, Midlands State University, Gweru, Zimbabwe.
Peter Mubanga CheukaDepartment of Pure and Applied Chemistry, University of Zambia, Lusaka, Zambia.
Grace MugumbateDepartment of Chemical Sciences, Midlands State University, Gweru, Zimbabwe.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Identifiers

PMID42096421
PMCPMC13152126

What OpenQuestion holds

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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.