Evidence map›Paper›PMID 42739789›Full record

ArticleJournal of clinical medicine2026

Association Between Video-Derived Digital Operative Metrics and GEARS Scores in Robotic Surgery and Development of an Exploratory Multivariable Model.

Xingyuan Xiao, Yuanzhuo Du, Zhenyu Liu, Xuewei Zhu, Kun Yang, Bing Li

Abstract read
In one paragraph

Article in Journal of clinical 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

6 authors.

Xingyuan XiaoDepartment of Urology, Zhongnan Hospital of Wuhan University, Wuhan 430071, China.
Yuanzhuo DuDepartment of Urology, Zhongnan Hospital of Wuhan University, Wuhan 430071, China.
Zhenyu LiuDepartment of Urology, Zhongnan Hospital of Wuhan University, Wuhan 430071, China.
Xuewei ZhuDepartment of Urology, Zhongnan Hospital of Wuhan University, Wuhan 430071, China.
Kun YangDepartment of Urology, Zhongnan Hospital of Wuhan University, Wuhan 430071, China.
Bing LiDepartment of Urology, Zhongnan Hospital of Wuhan University, Wuhan 430071, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

digital operative metricsexploratory multivariable modelGEARSrobotic surgerysurgical skill assessmentvideo analysis

Identifiers

PMID42739789
PMCPMC13566548

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.