Evidence map›Paper›PMID 42842129›Full record

ReviewJournal of robotic surgery2026

The robotic PIANO: a critical narrative review of surgeon-controlled operative polyphony, human factors, and robotic training.

Luigi Marano, Mirko Barone, Mehmet Mahir Özmen, Bojan Jovanovic, Francesco Paolo Prete, Silvia Malerba, Edmundo Inga-Zapata, Panagiotis Lainas, Elena Ruiz-Úcar, Miguel Angel Cáceres Yap and 23 more

Abstract readReview
In one paragraph

Review 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

33 authors.

Luigi MaranoDepartment of Medicine, Academy of Applied Medical and Social Sciences AMiSNS, Akademia Medycznych I Spolecznych Nauk Stosowanych) Ul. Lotnicza 3, 82-300, Elbląg, Poland.
Mirko BaroneDepartment of General and Thoracic Surgery, SS. Annunziata University Hospital, Chieti, Italy.
Mehmet Mahir ÖzmenMOC Obesity & Cancer Center, Ankara, Turkey.
Bojan JovanovicCenter for minimally invasive surgery, University Clinical Center Niš, Niš, Serbia.
Francesco Paolo PreteDepartment of Precision and Regenerative Medicine and Ionian Area (DiMePRe-J), School of Medicine, University of Bari Aldo Moro, 11, Piazza Giulio Cesare, Bari, Italy. francesco.prete@uniba.it.ORCID http://orcid.org/0000-0003-0426-8752
Silvia MalerbaDepartment of Precision and Regenerative Medicine and Ionian Area (DiMePRe-J), School of Medicine, University of Bari Aldo Moro, 11, Piazza Giulio Cesare, Bari, Italy.
Edmundo Inga-ZapataSurgical Research Lab, DRAA-Larkin Health System, Miami, FL, USA.
Panagiotis LainasDepartment of Metabolic and Bariatric Surgery, Metropolitan Hospital, Athens, Greece.
Elena Ruiz-ÚcarBariatric, Metabolic & Endocrine Unit, General & Digestive Surgery Department, Fuenlabrada University Hospital, Rey Juan Carlos University, Madrid, Spain.
Miguel Angel Cáceres YapServicio de Ginecología Oncológica, Hospital Pacífica Salud, Pacific Boulevard, Blvd, Pacífica, Panamá.
Vikas JainDepartment of Surgical Oncology, HCG Manavata Cancer Centre, Nashik, 422001, India.
Beniamino PascottoGeneral Minimally Invasive (Laparoscopic and Robotic) Surgery Department, Centre Hospitalier de Luxembourg, Luxembourg, Luxembourg.
Juan Santiago AzagraGeneral Minimally Invasive (Laparoscopic and Robotic) Surgery Department, Centre Hospitalier de Luxembourg, Luxembourg, Luxembourg.
Salaam SadiRobotic Surgery Program, Qatar University, Doha, Qatar.
Ruslan DukaDepartment of Surgery, Dnipro State Medical University, Volodymyra Vernadskoho St. 9, 49044, Dnipro, Ukraine.
Robert MolchanovDepartment of Surgery, Dnipro State Medical University, Volodymyra Vernadskoho St. 9, 49044, Dnipro, Ukraine.
Adolfo Perez-BonetDepartment of Advanced Laparoscopic Surgery, Gloria Patricia Pinzón Clinic, Florencia, Caquetá, Colombia.
Nicolas ZucchiniTROGSS - The Robotic Global Surgical Society, Saint Jean de La Ruelle, Orléans, 45140, France.
Luis Osvaldo Suárez CarreónBariatric Surgery, Specialty Hospital, Western Medical Center, Mexican Social Security Institute (IMSS), Guadalajara, Mexico.
Jaroslaw SkokowskiDepartment of Medicine, Academy of Applied Medical and Social Sciences AMiSNS, Akademia Medycznych I Spolecznych Nauk Stosowanych) Ul. Lotnicza 3, 82-300, Elbląg, Poland.
Adébusola Adenike OwokoleTROGSS - The Robotic Global Surgical Society, Saint Jean de La Ruelle, Orléans, 45140, France.
Archil AladashviliBakhutashvili Institute of Medical Biotechnology, Tbilisi State Medical University, Tbilisi, Georgia.
Miljana VladimirovDepartment of Surgery, University Medical Center OWL-Campus Hospital Lippe, 32756, Detmold, Germany.
Mahmoud Al-BalasDepartment of General Surgery, Anesthesia and Urology, Faculty of Medicine, The Hashemite University, Zarqa, Jordan.
Cesar SantiagoDepartment of Surgery, CHRISTUS Trinity Clinic, San Marcos, TX, USA.
Sharona RossDigestive Health Institute, AdventHealth Tampa, Tampa, Florida, USA.
Sharique NazirMinimally Invasive Surgery/General Surgery, New York City (NYC) Health + Hospitals/Harlem, New York, NY, USA.
Yogesh VashistDepartment of General, Visceral and Thoracic Surgery, Sana Clinic Hof, Hof, Germany.
Adel Abou-MradDepartment of Surgery, Centre Hospitalier Universitaire d'Orléans, Orléans, France.
Mario TestiniDepartment of Precision and Regenerative Medicine and Ionian Area (DiMePRe-J), School of Medicine, University of Bari Aldo Moro, 11, Piazza Giulio Cesare, Bari, Italy.
Ludovico DocimoDivision of General, Mininvasive and Bariatric Surgery, University of Campania "Luigi Vanvitelli", Naples, Italy.
David AlbalaCrouse Health, Syracuse, NY, 13210, USA.
Rodolfo J OviedoDepartment of Surgery, Nacogdoches Medical Center, Nacogdoches, TX, USA.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Robotic surgery can concentrate control of several technical functions at the console, but such concentration does not itself confer clinical independence, reduce dependence on the perioperative team, or improve patient outcomes. We define surgeon-controlled operative polyphony as the phase-bounded coordination of multiple partially independent technical control streams by one console operator within a distributed perioperative system. This critical narrative review and conceptual synthesis asks which technical functions can be concentrated coherently, where human-factors and team dependencies set limits, and how evaluation, training, and governance should respond. The piano is used as a question-generating model, not as evidence of clinical benefit. PubMed/MEDLINE was searched from inception through 18 August 2026; targeted engineering, educational, neuroscientific, human-factors, and musicological searches and backward citation tracking supplemented retrieval. To analyze this control configuration, we propose the PIANO framework: Phase-specific control, Interface fidelity, Agency allocation, Neuromotor integration, and Orchestrated teamwork. Its scientific novelty lies in linking this control architecture to the PIANO framework: Phase-specific control, Interface fidelity, Agency allocation, Neuromotor integration, and Orchestrated teamwork. PIANO is an analytic and hypothesis-generating framework, not a score or credentialing standard. Concentrated control may shorten selected action loops, but any benefit depends on feedback, workload, shared situation awareness, explicit authority, and rescue capacity. The Competency-Based Assessment of Robotic Surgery Skills (CARS) curriculum provides initial validation evidence for domain-specific assessment of performer competence; repeated cases and use-specific evidence remain necessary for high-stakes decisions. Artificial intelligence (AI) may support phase recognition, feedback, assessment, and personalised training within a human-in-the-loop system. One surgeon may coordinate many operative voices; safe surgery remains a collective, patient-centered performance.

Indexed as

Robotic Surgical ProceduresSurgeonsClinical CompetenceHumansPatient Care TeamHuman factorsRobotic surgerySurgical assessmentSurgical educationTeamworkTeleoperation, artificial intelligence

Identifiers

PMID42842129
PMCPMC13645995

What OpenQuestion holds

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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.