Evidence map›Paper›PMID 41983264›Full record

ArticleJournal of ultrasound in medicine : official journal of the American Institute of Ultrasound in Medicine2026

Management of Cesarean Scar Pregnancy: A Decision-Support Prognostic Classification System Integrating Machine Learning and Linear Scoring Models.

Jiajia Liu, Zeyu Chen, Sanglin Zhao

Abstract readLetter
In one paragraph

Article in Journal of ultrasound in medicine : official journal of the American Institute of Ultrasound 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
–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

3 authors.

Jiajia LiuSchool of International Business, Coventry University, Coventry, UK.ORCID https://orcid.org/0009-0008-2252-4864
Zeyu ChenSchool of International Business, Coventry University, Coventry, UK.ORCID https://orcid.org/0009-0003-3313-5366
Sanglin ZhaoSchool of Engineering Management, Hunan University of Finance and Economics, Changsha, China.ORCID https://orcid.org/0009-0004-4616-7129

Funding

Key Project of Hunan Philosophy and Social Science Fund 2022ZDB089Key Scientific Research Project of Hunan Provincial Department of Education 23A0670
6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

cesarean scar pregnancylinear scoring modelmachine learningmanagement of medicineprognostic stratification

Identifiers

PMID41983264
PMCPMC13489655

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.