Evidence map›Paper›PMID 40923065›Full record

ArticleJTCVS open2025

Objective performance indicators provide a novel, quantitative method to evaluate surgeon proficiency in robotic lobectomy training.

James Nawalaniec, Mallory Shields, Hugh Auchincloss, Chi-Fu Jeffrey Yang, Lana Schumacher

Abstract read
In one paragraph

Article in JTCVS open, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing 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

3 citing papers in PubMed.

  1. Article
  2. Article
  3. Performance using a visuo-haptic surgical simulator is affected by age.Advances in simulation (London, England) · 2026
    Article
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

5 authors.

James NawalaniecDivision of Thoracic Surgery, Department of Surgery, Massachusetts General Hospital, Boston, Mass.
Mallory ShieldsIntuitive Surgical, Inc, Sunnyvale, Calif.
Hugh AuchinclossDivision of Thoracic Surgery, Department of Surgery, Massachusetts General Hospital, Boston, Mass.
Chi-Fu Jeffrey YangDivision of Thoracic Surgery, Department of Surgery, Massachusetts General Hospital, Boston, Mass.
Lana SchumacherDivision of Thoracic Surgery, Department of Surgery, Tufts Medical Center, Boston, Mass.

Funding

TRAINING IN TRANSPLANTATION BIOLOGYT32AI007529 · NIAID · MASSACHUSETTS GENERAL HOSPITAL · PI MADSEN, JOREN C · 1998 to 2024
$6.4M
NIAID NIH HHS T32 AI007529
6 · The paper itself

Abstract

Objective: Current evaluation of robotic surgeon proficiency relies on subjective assessment. The robotic platform collects highly granular kinematic data on surgeon activity, known as objective performance indicators (OPIs). We sought to compare surgeon proficiency during lobectomies across training levels using OPIs. Methods: Under institutional review board approval, we analyzed robotic lobectomies between November 2022 and February 2023 performed by 2 expert robotic thoracic surgeons (>200 robotic lobectomies) and their trainees using OPI recorders. A professional annotator segmented each case into standardized steps, and an operating surgeon (trainee or attending) was assigned to that step on the basis of the active console. Kinematic data were compared between surgeon groups. A subgroup analysis was performed dividing the trainee group into junior (postgraduate year 3-5) and senior residents (postgraduate year 6-8). Results: In total, 26 lobectomies with 410 discrete tasks performed by attending surgeons and 344 by trainees were included. In the attending group, there were significantly greater rates of camera clutching per minute compared with trainees (2.94 vs 2.52, respectively; Conclusions: There are significant differences in objective performance indicators between expert and beginner robotic surgeons. These results demonstrate the feasibility of incorporating kinematic performance data into thoracic surgeon assessment in a clinical setting.

Indexed as

objective performance indicatorspulmonary lobectomyrobotic lobectomyrobotic surgerysurgical educationsurgical simulation

Identifiers

PMID40923065
PMCPMC12414360

What Socratic holds

Textmetadata
LicenceCC BY-NC-ND
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 Socratic graph.