Evidence map›Paper›PMID 39766120›Full record

ArticleCancers2024

Evaluation of the Learning Curve Threshold in Robot-Assisted Lung Cancer Surgery: A Nationwide Population-Based Study.

Pierre-Benoit Pages, Jonathan Cottenet, Leslie Madelaine, Florian Dhérissard, Halim Abou-Hanna, Alain Bernard, Catherine Quantin

Abstract read
In one paragraph

Article in Cancers, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
4citing papers in PubMed, 1 pooled it
–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

4 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. Pooled it
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  4. 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

7 authors.

Pierre-Benoit PagesDepartment of Thoracic and Cardiovascular Surgery, CHU Dijon Bourgogne, 21000 Dijon, France.
Jonathan CottenetService de Biostatistiques et d'Information Médicale (DIM), CHU Dijon Bourgogne, 21000 Dijon, France.
Leslie MadelaineDepartment of Thoracic and Cardiovascular Surgery, CHU Dijon Bourgogne, 21000 Dijon, France.ORCID 0000-0002-7132-0445
Florian DhérissardDepartment of Thoracic and Cardiovascular Surgery, CHU Dijon Bourgogne, 21000 Dijon, France.
Halim Abou-HannaDepartment of Thoracic and Cardiovascular Surgery, CHU Dijon Bourgogne, 21000 Dijon, France.
Alain BernardDepartment of Thoracic and Cardiovascular Surgery, CHU Dijon Bourgogne, 21000 Dijon, France.ORCID 0000-0002-5367-0097
Catherine QuantinService de Biostatistiques et d'Information Médicale (DIM), CHU Dijon Bourgogne, 21000 Dijon, France.ORCID 0000-0001-5134-9411

Funding

Fondation ARC pour la recherche sur le cancer not applicable
6 · The paper itself

Abstract

backgroundRecent publications suggest that the threshold for validation of the learning curve is 25 procedures. The aim of this study was to evaluate this threshold using another rarely used method, based on a composite quality indicator.

methodsWe included all patients from the French medico-administrative database receiving robot-assisted surgery for lung cancer, with a focus on hospitals performing at least 25 procedures over the period 2019-2022. For postoperative complication analysis, we used the Clavien-Dindo classification. We used the sequential probability ratio test to estimate the number of procedures at which a hospital achieved its learning curve.

resultsIn France, the number of robotic-assisted procedures has risen steadily in the past few years: 195 in 2019 and 1567 in 2022 (overall, 3706 Robot-Assisted surgeries). The total number of patients with Clavien-Dindo classification > II was 833 (24.7%). Among the 28 hospitals performing at least 25 procedures, eight achieved their learning curve with thresholds ranging from 94 to 174 procedures, and the median was 110. Severe complications such as acute respiratory distress syndrome, respiratory failure, heart failure, acute ischemia of the lower limbs, or pulmonary embolism were significantly more frequent in the group of hospitals that did not validate the learning curve threshold.

conclusionsThis study suggests that the threshold of 25 procedures may not be sufficient to validate the robot-assisted surgery learning curve in lung cancer surgery. To significantly reduce postoperative complications, a hospital would need to perform 94 to 174 procedures to guarantee patient safety.

Indexed as

hospital databaselearning curvelung cancerpostoperative complicationsrobot-assisted surgery

Identifiers

PMID39766120
PMCPMC11674775

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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.