Evidence map›Paper›PMID 42907490›Full record

ArticleCommunications medicine2026

Learning from Nigeria's public-private pathways to generate inclusive healthcare data.

Yash Raj Shrestha, Zeynep Erden, Öykü Isik, Katharina Demmel, Spyros Tsevas, Olatoke Oluwadara, Sam McAvoy, Johan Descombes, Alma Rubio

Abstract read
In one paragraph

Article in Communications 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.

Yash Raj Shrestha *University of Lausanne, Lausanne, Switzerland. Yashraj.shrestha@unil.ch.ORCID http://orcid.org/0000-0002-2699-4723
Zeynep Erden *Zurich University of Applied Sciences, Zurich, Switzerland.
Öykü Isik *Arizona State University, Tempe, AZ, USA.ORCID http://orcid.org/0000-0003-1527-3223
Katharina DemmelZurich University of Applied Sciences, Zurich, Switzerland.
Spyros TsevasF. Hoffmann-La Roche AG, Basel, Switzerland.
Olatoke OluwadaraF. Hoffmann-La Roche AG, Basel, Switzerland.
Sam McAvoyGenentech, Inc. 1 DNA Way, South San Francisco, CA, USA.
Johan DescombesF. Hoffmann-La Roche AG, Basel, Switzerland.
Alma RubioF. Hoffmann-La Roche AG, Basel, Switzerland.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Identifiers

PMID42907490
PMCPMC13687552

What OpenQuestion holds

Textmetadata
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.