Evidence map›Paper›PMID 42703340›Full record

ArticleCureus2026

Manual Video-Based Skill Assessment Does Not Predict Postoperative Outcomes in Complex Robotic Upper Gastrointestinal (UGI) and Hepatopancreatobiliary (HPB) Surgery.

Nicholas Favazza, Yossef Rubinov, Alexis Benjamin, Xhesika Shanja, Sandeep Anantha, Anthony Antonacci, Gary Deutsch

Abstract read
In one paragraph

Article in Cureus, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

What it found

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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

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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

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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

7 authors.

Nicholas FavazzaDepartment of Internal Medicine, Tufts Medical Center, Boston, USA.
Yossef RubinovDepartment of Radiology, Montefiore Medical Center, Albert Einstein College of Medicine, New York City, USA.
Alexis BenjaminDepartment of Obstetrics and Gynecology, South Shore University Hospital, Bay Shore, USA.
Xhesika ShanjaDepartment of Surgery, Icahn School of Medicine at Mount Sinai, New York City, USA.
Sandeep AnanthaDepartment of Surgical Oncology, Long Island Jewish Medical Center, New Hyde Park, USA.
Anthony AntonacciDepartment of Surgery, Icahn School of Medicine at Mount Sinai, New York City, USA.
Gary DeutschDepartment of Surgical Oncology, New York University (NYU) Langone Hospital, Mineola, USA.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundThe relationship between technical skill, measured through "gold standard" manual video-based review, and patient outcomes has not been clearly defined in complex robotic upper gastrointestinal (UGI) or hepatopancreatobiliary (HPB) surgery.

methodsGlobal Evaluative Assessment of Robotic Skills (GEARS) scores were prospectively captured between 2015 and 2020 across four tertiary-care institutions. Clinical, operative, and postoperative outcome data were retrospectively reviewed for all UGI (non-bariatric) and HPB surgery cases with available GEARS scores (range: 5-25). Subgroup analyses were also performed based on GEARS components and procedure length. This study has received approval from the institutional review board (IRB).

resultsOf 4,673 cases evaluated across four tertiary-care institutions, 164 patients had UGI and HPB surgeries with evaluable GEARS; 95 UGI (esophagus, n=19; gastric, n=76) and 69 HPB (pancreas, n=22; hepatobiliary, n=47) were included. Mean age was 62.8±13.7 years; 41.5% and 56.7% identified as White and male, respectively. A total of 44 patients received neoadjuvant therapy. Mean procedure length and overall GEARS were 272.5±125.8 min and 19.9±0.86 for all procedures. Procedure length and GEARS scores demonstrated a weak inverse correlation (r = -0.275, p≤0.001). Postoperative complication rate was 51.8% (12.2% Clavien-Dindo classification of surgical complications {C-D} grade 3+) for all procedures. In multivariable analysis, each additional minute of procedure length was associated with increased odds of postoperative complications (OR=1.007, p<0.001), whereas GEARS score was not (OR=1.218, p=0.348). Findings remained consistent independent of surgery type, GEARS component score, or procedure length cohort.

conclusionProcedure length is inversely associated with technical skill, as measured by GEARS. However, GEARS is not directly associated with postoperative outcomes in robotic UGI and HPB surgery. Future efforts focused on performance assessment may increase accuracy and utility by incorporating the entirety and complexity of an operation.

Indexed as

assessmentcomplexitygearsprocedureroboticsskill

Identifiers

PMID42703340
PMCPMC13546484

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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.