Evidence map›Paper›PMID 39540928›Full record

ArticleSurgery today2025

Learning curve of consolers and bedside surgeons fused robotic-assisted thoracoscopic segmentectomy: insights from the initial 100 cases.

Yuki Uno, Shinya Tane, Yugo Tanaka, Midori Takanashi, Takefumi Doi, Hiroyuki Ogawa, Daisuke Hokka, Yoshimasa Maniwa

Abstract read
In one paragraph

Article in Surgery today, 2025. 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. Trial
  2. 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

8 authors.

Yuki UnoDivision of Thoracic Surgery, Kobe University Graduate School of Medicine, 7-5-2, Kusunoki-Cho, Chuo-Ward, Kobe, 650-0017, Japan.
Shinya TaneDivision of Thoracic Surgery, Kobe University Graduate School of Medicine, 7-5-2, Kusunoki-Cho, Chuo-Ward, Kobe, 650-0017, Japan. shinyatane@gmail.com.ORCID http://orcid.org/0000-0003-3747-5088
Yugo TanakaDivision of Thoracic Surgery, Kobe University Graduate School of Medicine, 7-5-2, Kusunoki-Cho, Chuo-Ward, Kobe, 650-0017, Japan.
Midori TakanashiDivision of Thoracic Surgery, Kobe University Graduate School of Medicine, 7-5-2, Kusunoki-Cho, Chuo-Ward, Kobe, 650-0017, Japan.
Takefumi DoiDivision of Thoracic Surgery, Kobe University Graduate School of Medicine, 7-5-2, Kusunoki-Cho, Chuo-Ward, Kobe, 650-0017, Japan.
Hiroyuki OgawaDivision of Thoracic Surgery, Kobe University Graduate School of Medicine, 7-5-2, Kusunoki-Cho, Chuo-Ward, Kobe, 650-0017, Japan.
Daisuke HokkaDivision of Thoracic Surgery, Kobe University Graduate School of Medicine, 7-5-2, Kusunoki-Cho, Chuo-Ward, Kobe, 650-0017, Japan.
Yoshimasa ManiwaDivision of Thoracic Surgery, Kobe University Graduate School of Medicine, 7-5-2, Kusunoki-Cho, Chuo-Ward, Kobe, 650-0017, Japan.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

purposeThis study examined the learning curve of segmentectomy using the "fused surgery" approach.

methodsWe retrospectively collected data from 100 patients who underwent segmentectomy via fused robot-assisted thoracoscopy at our institution between September 2020 and February 2024. The learning curve was evaluated using the cumulative sum of the operative times in all cases and was analyzed separately for simple and complex segmentectomies.

resultsAfter applying the cumulative sum method to all cases, we obtained a graph of the operative time that showed three well-differentiated phases: phase 1 (n = 23), the initial learning phase; phase 2 (n = 28), the increased competence phase; and phase 3 (n = 49), the highest skill phase. Comparing phases 1 and 2 with phase 3, we found significant differences in operative time (P < 0.001); however, no significant differences were observed in bleeding or rate of postoperative complications. We observed a significant reduction in operative time after 25 simple segmentectomies and 22 complex segmentectomies.

conclusionsThe data suggested that the inflection point of the learning curve was achieved in 51 cases. Complex segmentectomy requires the same cases to achieve the same level of competence as simple segmentectomy.

Indexed as

Learning CurveLung NeoplasmsPneumonectomyRobotic Surgical ProceduresSurgeonsThoracic Surgery, Video-AssistedThoracoscopyAdultAgedAged, 80 and overClinical CompetenceFemaleHumansMaleMiddle AgedOperative TimeLearning curveRobot-assisted thoracoscopic surgerySegmentectomy

Identifiers

PMID39540928
PMCPMC12098404

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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.