SynthesisJournal of robotic surgery2023
What are clinically relevant performance metrics in robotic surgery? A systematic review of the literature.
Synthesis in Journal of robotic surgery, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 18 papers, 2 of them syntheses that pooled 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.
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.
Who cites it
18 citing papers in PubMed, 2 syntheses or guidelines pooled it, 25 citations in OpenAlex.
- Impact of Gastrojejunostomy Anastomosis Diameter on Weight Loss Following Laparoscopic Gastric Bypass: A Systematic Review.Obesity surgery · 2024Pooled it
- Measures of performance and proficiency in robotic assisted surgery: a systematic review.Journal of robotic surgery · 2024Pooled it
- Applications of Reinforcement Learning for Autonomous Surgical Robotics: A Systematic Review.Biomimetics (Basel, Switzerland) · 2026Review
- Explainable machine learning for automated robotic surgical skill assessment using rich kinematic features.Journal of robotic surgery · 2026Article
- Qualitative perspectives of early surgeon users on the value of the daVinci 5 surgical system.Journal of robotic surgery · 2026Article
- Training and credentialing in robotic general surgery.International journal of colorectal disease · 2026Review
- Quantifying surgical complexity: how smoothness metrics vary in robotic cholecystectomy.Surgical endoscopy · 2026Article
- Adoption and implementation of robotic colorectal surgery using structured training approach: an experience from tertiary referral center.Updates in surgery · 2025Article
- Development of anatomical metrics for objective quantification of critical view of safety.Surgical endoscopy · 2025Article
- A narrative review and proposed framework for robotic surgical training in Urology for Southeast Asia (SEA): a qualitative survey and expert panel recommendations.Journal of robotic surgery · 2025Review
- Technical performance assessment of robotic surgery: a systematic scoping review.Journal of robotic surgery · 2025Article
- Proposal for the Hernia ASCEND Hugo™ RAS training pathway: acquisition of skills by comprehensive exercise-based nimbleness and dexterity training.Journal of robotic surgery · 2025Article
- A national cross-sectional analysis of stakeholder views regarding the practice and governance of robotic surgery.Journal of robotic surgery · 2025Article
- Learning Curves in Robotic Urological Oncological Surgery: Has Anything Changed During the Last Five Years?Cancers · 2025Review
- Concurrent robotic colorectal surgical oncology training within a structured mentored international fellowship program.Journal of robotic surgery · 2025Article
- Novel force feedback technology improves suturing in robotic-assisted surgery: a pre-clinical study.Surgical endoscopy · 2025Article
- The deconstructed procedural description in robotic colorectal surgery.Journal of robotic surgery · 2024Review
- Development of performance and learning rate evaluation models in robot-assisted surgery using electroencephalography and eye-tracking.NPJ science of learning · 2024Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
7 authors at 4 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
A crucial element of any surgical training program is the ability to provide procedure-specific, objective, and reliable measures of performance. During robotic surgery, objective clinically relevant performance metrics (CRPMs) can provide tailored contextual feedback and correlate with clinical outcomes. This review aims to define CRPMs, assess their validity in robotic surgical training and compare CRPMs to existing measures of robotic performance. A systematic search of Medline and Embase databases was conducted in May 2022 following the PRISMA guidelines. The search terms included Clinically Relevant Performance Metrics (CRPMs) OR Clinically Relevant Outcome Measures (CROMs) AND robotic surgery. The study settings, speciality, operative context, study design, metric details, and validation status were extracted and analysed. The initial search yielded 116 citations, of which 6 were included. Citation searching identified 3 additional studies, resulting in 9 studies included in this review. Metrics were defined as CRPMs, CROMs, proficiency-based performance metrics and reference-procedure metrics which were developed using a modified Delphi methodology. All metrics underwent both contents and construct validation. Two studies found a strong correlation with GEARS but none correlated their metrics with patient outcome data. CRPMs are a validated and objective approach for assessing trainee proficiency. Evaluating CRPMs with other robotic-assessment tools will facilitate a multimodal metric evaluation approach to robotic surgery training. Further studies should assess the correlation with clinical outcomes. This review highlights there is significant scope for the development and validation of CRPMs to establish proficiency-based progression curricula that can be translated from a simulation setting into clinical practice.
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Registered trials
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.