Evidence map›Paper›PMID 42807513›Full record

ArticleFrontiers in surgery2026

Diabetes mellitus is an independent risk factor for surgical site infection after orthopedic Class I incision surgery: a retrospective cohort study.

Bei Zhong, Dan Zou, Yu Liu

Abstract read
In one paragraph

Article in Frontiers in surgery, 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.

Bei Zhong *Department of Endocrinology, Sir Run Run Hospital, Nanjing Medical University, Nanjing, Jiangsu, China.
Dan Zou *Department of Geriatrics, Changzhou Geriatric Hospital Affiliated to Soochow University, Changzhou, Jiangsu, China.
Yu LiuDepartment of Endocrinology, Sir Run Run Hospital, Nanjing Medical University, Nanjing, Jiangsu, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Surgical site infection (SSI) is one of the most devastating complications following orthopedic Class I incision surgery. Diabetes mellitus (DM) has been implicated as an important potential risk factor, but previous studies have yielded conflicting results, largely due to the widespread use of traditional logistic regression for rare event analysis and inadequate control for confounding by surgical procedure type. This retrospective cohort study included 5,845 consecutive patients who underwent orthopedic Class I incision surgery at a tertiary hospital in Nanjing between January 2021 and December 2025. Patients were stratified into DM and non-DM groups. Stratified analysis and Firth penalized maximum likelihood logistic regression were used to control for confounding factors. Four hierarchically adjusted models were constructed to evaluate the stability of the effect of DM, and the pathogenic bacteria spectrum of SSI in our institution was characterized. The overall incidence of SSI was 0.43%. The SSI rate was significantly higher in the DM group than in the non-DM group (1.09% vs. 0.37%, relative risk (

Indexed as

Class I incisiondiabetes mellitusfirth penalized logistic regressionorthopedic surgerypathogen distributionrisk factorssurgical site infection

Identifiers

PMID42807513
PMCPMC13617109

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.