Evidence map›Paper›PMID 42474845›Full record

ArticleJournal of robotic surgery2026

Robotic enterorrhaphy model for junior residents: A step closer to the fundamentals of robotic surgery manual skills assessment.

Shayan Hosseinzadeh, Maria Carolina Jimenez, Michel Cordies, Tarini Mudunuri, Mahsa Shariat, Gary Girma Gamme, Jose Manuel Martinez, Robert Frank Cubas

Abstract read
In one paragraph

Article in Journal of robotic 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

8 authors.

Shayan HosseinzadehUniversity of Miami Hospital and Clinics, Miami, FL, USA. sxh3288@miami.edu.
Maria Carolina JimenezUniversity of Miami Hospital and Clinics, Miami, FL, USA.
Michel CordiesUniversity of Miami Hospital and Clinics, Miami, FL, USA.
Tarini MudunuriUniversity of Miami Hospital and Clinics, Miami, FL, USA.
Mahsa ShariatUniversity of Miami Hospital and Clinics, Miami, FL, USA.
Gary Girma GammeUniversity of Miami Hospital and Clinics, Miami, FL, USA.
Jose Manuel MartinezUniversity of Miami Hospital and Clinics, Miami, FL, USA.
Robert Frank CubasUniversity of Miami Hospital and Clinics, Miami, FL, USA.

Funding

SAGES Research Grant AWD-008661/FP00010180
6 · The paper itself

Abstract

Robotic surgery is increasingly integrated into general surgical practice, creating a need for standardized training methods that objectively assess technical skill acquisition. Current robotic simulation curricula often rely on psychomotor tasks that may not reflect clinically relevant reconstructive procedures. Enterotomy repair requires precise tissue handling and suturing and may serve as a practical benchmark for robotic training. This study evaluated whether a standardized robotic enterotomy repair task could demonstrate reproducible skill acquisition among junior residents. A prospective longitudinal study was conducted involving PGY-1 and PGY-2 general surgery residents performing a standardized two-layer robotic enterotomy repair on a porcine small bowel model using the da Vinci Xi platform. Participants completed three sessions spaced 1-2 weeks apart. The primary outcome was time to task completion. Secondary outcomes included leak testing, technical errors, and exploratory comparisons by postgraduate year and prior robotic training. Changes in performance across sessions were analyzed using a linear mixed-effects model accounting for repeated measures. Thirty-eight residents participated, with 30 completing all three sessions. Mean completion time decreased from 18.47 ± 4.87 min in session 1 to 14.90 ± 6.00 min in session 2 and 13.20 ± 5.60 min in session 3 (p < 0.001). Leak rates declined from 26.3% in session 1 to 20.0% in session 3. Logistic regression analysis accounting for repeated observations demonstrated no significant association between completion time and leak occurrence (OR 1.0003, 95% CI 0.9988-1.0019; p = 0.671). PGY-1 residents demonstrated greater improvement, with convergence between PGY levels by the final session. Residents with prior robotic training demonstrated numerically faster repair times, though differences were not statistically significant. A short, standardized robotic suturing curriculum using a procedure-based enterotomy repair task produces reproducible improvements in technical efficiency among junior surgical residents without compromising repair integrity. This model provides an objective and practical framework for assessing robotic skill acquisition early in surgical training.

Indexed as

Clinical CompetenceGeneral SurgeryInternship and ResidencyIntestine, SmallRobotic Surgical ProceduresSimulation TrainingAnimalsFemaleHumansLongitudinal StudiesMaleModels, AnimalProspective StudiesSuture TechniquesSwineEnterotomy repairRobotic surgeryRobotic suturingSimulation trainingSurgical educationSurgical skills acquisition

Identifiers

PMID42474845
PMCPMC13385142

What OpenQuestion holds

Textmetadata
LicenceCC BY
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.