Evidence map›Paper›PMID 41682735›Full record

ArticleJournal of clinical medicine2026

Sensorized Vascular High-Fidelity Physical Simulator for Robot-Assisted Surgery Training: A Multisite Pilot Evaluation.

Giulia Gamberini, Alessandro Dario Mazzotta, Angela Durante, Selene Tognarelli, Niccolò Petrucciani, Gianluca Mennini, Gianfranco Silecchia, Arianna Menciassi

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. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Article
  2. Review
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.

Giulia GamberiniHealth Science Interdisciplinary Center, Sant'Anna School of Advanced Studies, 56127 Pisa, Italy.ORCID 0009-0005-9311-2910
Alessandro Dario MazzottaThe BioRobotics Institute, Sant'Anna School of Advanced Studies, 56127 Pontedera, Italy.
Angela DuranteHealth Science Interdisciplinary Center, Sant'Anna School of Advanced Studies, 56127 Pisa, Italy.ORCID 0000-0003-1034-5988
Selene TognarelliThe BioRobotics Institute, Sant'Anna School of Advanced Studies, 56127 Pontedera, Italy.ORCID 0000-0003-1135-8625
Niccolò PetruccianiDepartment of Medico-Surgical Sciences and Translation Medicine, Faculty of Medicine and Psychology, St Andrea Hospital, Sapienza University of Rome, 00189 Rome, Italy.
Gianluca MenniniDepartment of General and Specialist Surgery, Sapienza University of Rome, 00185 Rome, Italy.ORCID 0000-0002-6412-6863
Gianfranco SilecchiaDepartment of Medico-Surgical Sciences and Translation Medicine, Faculty of Medicine and Psychology, St Andrea Hospital, Sapienza University of Rome, 00189 Rome, Italy.
Arianna MenciassiHealth Science Interdisciplinary Center, Sant'Anna School of Advanced Studies, 56127 Pisa, Italy.ORCID 0000-0001-6348-1081

Funding

BRIEF project - funded under the National Recovery and Resilience Plan (NRRP), Mission 4 Component 2 In-vestment 3.1 of the Italian Ministry of University and Research funded by the European Union IR0000036FIS (Fondo Italiano per la Scienza) FIS00001278 IBRIS (Innovative BioRobotic artIficial organS) project framework
6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

discriminant validityhigh-fidelity physical simulatorrobotic surgical trainingvascular structurevessel deformation

Identifiers

PMID41682735
PMCPMC12897729

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.