Evidence map›Paper›PMID 42891032›Full record

ArticleMayo Clinic proceedings. Digital health2026

A Patient-Centered Digitally Enabled Smart Speculum for Cervical Cancer Screening in Cameroon: A Paired Comparative Clinical Study.

Karl Gwei Njuwa Fai, Tankou S Conrad, Lobga Babila Galega, Tatah Fritz Mbu, Sam Yakam Yimga Blessing, Rodrigue Ntone, Yap Boum

Abstract read
In one paragraph

Article in Mayo Clinic proceedings. Digital health, 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

7 authors.

Karl Gwei Njuwa FaiHomegrown Solutions for Health (HS4H), Yaoundé, Cameroon.
Tankou S ConradGlobal Innovation and Creativity Space (GICMED), Yaoundé, Cameroon.
Lobga Babila GalegaMedical Research Council (MRC) Gambia at London School of Hygiene and Tropical Medicine (LSHTM), Fajara, Gambia.
Tatah Fritz MbuGlobal Innovation and Creativity Space (GICMED), Yaoundé, Cameroon.
Sam Yakam Yimga BlessingGlobal Innovation and Creativity Space (GICMED), Yaoundé, Cameroon.
Rodrigue NtoneHomegrown Solutions for Health (HS4H), Yaoundé, Cameroon.
Yap BoumHomegrown Solutions for Health (HS4H), Yaoundé, Cameroon.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Objective: To determine whether a patient-centered, digitally enabled smart speculum reduces discomfort and improves cervical visualization compared with the traditional bivalve speculum during routine pelvic examination. Patients and Methods: In a paired comparative clinical evaluation, 81 women undergoing routine gynecologic examination in 5 facilities in Cameroon's Centre Region, from June 1, 2024, to September 30, 2024, were examined with both a traditional and a smart speculum. The primary outcome was insertion discomfort on a 10-point visual analog scale; secondary outcomes were discomfort at opening and removal, percentage cervical visualization, and complete visualization of the transformation zone and external cervical os. Comparisons used the Sign test, Wilcoxon signed-rank test, and McNemar test ( Results: Discomfort was significantly lower with the smart speculum at every stage ( Conclusion: A patient-centered, digitally enabled speculum substantially improves comfort and cervical visualization during pelvic examination. Locally manufactured and integrated into artificial intelligence-supported telemedicine workflows, it could reshape cervical cancer screening and reproductive health services in Africa and beyond. Within the Africa Health Security and Sovereignty agenda, it shows digitalization and local manufacturing converging: an instrument designed, built, and serviced on the continent, carrying its own imaging and working channel. Comparable devices in Colombia and Ghana, and automated visual evaluation now tested across 5 African countries, suggest a workable route to equitable, sovereign screening.

Identifiers

PMID42891032
PMCPMC13673038

What OpenQuestion holds

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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.