Evidence map›Paper›PMID 41939775›Full record

ArticleFrontiers in medicine2026

Correlation of vaginal lactic acid bacteria changes with high-risk human papillomavirus-infected cervical intraepithelial neoplasia and nomogram model.

Nianxue Chen, Lingna Sun

Abstract read
In one paragraph

Article in Frontiers in 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
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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

2 authors.

Nianxue ChenKey Laboratory of Maternal and Fetal Medicine of National Health Commission of China, Department of Gynecology, Shandong Provincial Maternal and Child Health Care Hospital Affiliated to Qingdao University, Jinan, China.
Lingna SunKey Laboratory of Maternal and Fetal Medicine of National Health Commission of China, Department of Gynecology, Shandong Provincial Maternal and Child Health Care Hospital Affiliated to Qingdao University, Jinan, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Objective: To investigate the correlation between vaginal lactobacilli and intraepithelial neoplasia (CIN) and high-risk infection of human papillomavirus (HR-HPV). Methods: A total of 358 HR-HPV-infected women who underwent gynecological examinations were selected as the study subjects. The HR-HPV-infected women were randomly divided into a training set ( Results: The incidence of CIN was 54.98% (138/251) in the training set and 53.27% (57/107) in the validation set, with no significant differences in the incidence of CIN and clinical characteristics between the two groups ( Conclusion: The Nomogram is helpful for early prediction of CIN in HR-HPV-infected women and guiding the formulation of appropriate clinical intervention measures.

Indexed as

cervical intraepithelial neoplasiaHR-HPV infectionnomogramriskvaginal lactobacilli

Identifiers

PMID41939775
PMCPMC13047057

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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.