Evidence map›Paper›PMID 41931188›Full record

ArticleJournal of robotic surgery2026

Reaching proficiency in robotic liver surgery in two high-volume European HPB centers.

R W J J van Dorst, I H M Borel Rinkes, S Gilg, I Q Molenaar, J Hagendoorn, E Sparrelid

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

6 authors.

R W J J van DorstDepartment of Surgical Oncology, University Medical Center Utrecht and Utrecht University, Heidelberglaan 100, 3584CX, Utrecht, The Netherlands.
I H M Borel RinkesDepartment of Surgical Oncology, University Medical Center Utrecht and Utrecht University, Heidelberglaan 100, 3584CX, Utrecht, The Netherlands.
S GilgDivision of Surgery and Oncology, Department of Clinical Science, Intervention and Technology, Karolinska Institutet, Karolinska University Hospital, Hälsovägen, Huddinge, 13 141 57, Stockholm, Sweden.
I Q MolenaarDepartment of Surgical Oncology, University Medical Center Utrecht and Utrecht University, Heidelberglaan 100, 3584CX, Utrecht, The Netherlands.
J HagendoornDepartment of Surgical Oncology, University Medical Center Utrecht and Utrecht University, Heidelberglaan 100, 3584CX, Utrecht, The Netherlands.
E SparrelidDivision of Surgery and Oncology, Department of Clinical Science, Intervention and Technology, Karolinska Institutet, Karolinska University Hospital, Hälsovägen, Huddinge, 13 141 57, Stockholm, Sweden. ernesto.sparrelid@regionstockholm.se.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Robotic liver surgery is increasingly used in hepatobiliary surgery. University Medical Center Utrecht and the Karolinska University Hospital are both tertiary centers that have adopted robotic surgery with distinct implementation strategies. Analysis of these strategies may benefit surgeons starting up a robotic liver surgery program. A natural experiment comparing an unguided early adopter versus a guided majority adopter was performed. Rolling averages per block of 20 patients were used to find the required number of cases to proficiency, defined as < 10% severe complications (Clavien-Dindo ≥3 A) and < 10% conversion rate. 431 patients were included. The moving average analysis shows that the proficiency threshold of < 10% conversion rate and < 10% severe complication rate in a block of 20 cases was reached at patient 124 at UMCU and 133 at KUH. Guidance leads to a safe and rapid expansion of a surgical team with varying experience levels of surgeons. To increase complexity an intentional institutional focus is required with more limited team size. Early definition of institutional goals and alignment of training pathways is vital for efficient and sustainable program development.

Indexed as

Clinical CompetenceHepatectomyHospitals, High-VolumeLiverRobotic Surgical ProceduresHumansPostoperative ComplicationsLiver surgeryMinimally invasiveRobotic surgery

Identifiers

PMID41931188
PMCPMC13048952

What OpenQuestion holds

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LicenceCC BY
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Registered trials

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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.