Evidence map›Paper›PMID 42235541›Full record

Trial reportEndoscopy2026

Learning and deskilling effects of artificial intelligence in colonoscopy among endoscopists with different levels of experience: a pragmatic, prospective trial.

Tom Andre Pedersen, Yuichi Mori, Edoardo Botteri, Trond Engjom, Birgitte Seip, Georg Gjorgji Dimcevski, Roald Flesland Havre

Abstract readMulticenter StudyPragmatic Clinical Trial
In one paragraph

Trial report in Endoscopy, 2026. 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. Article
  2. Review
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.

Tom Andre PedersenHaukeland University Hospital, Department of Medicine, Norway, Bergen.ORCID 0009-0009-0290-0567
Yuichi MoriUniversity of Oslo, Clinical Effectiveness Research Group, Norway, Oslo.ORCID 0000-0003-2262-0334
Edoardo BotteriCancer Registry of Norway, Norwegian Institute of Public Health, Department of Colorectal Cancer Screening, Norway, Oslo.
Trond EngjomHaukeland University Hospital, Department of Medicine, Norway, Bergen.
Birgitte SeipVestfold Hospital Trust, Department of Medicine, Norway, Tønsberg.
Georg Gjorgji DimcevskiKanalspesialistene AS, Norway, Bergen.
Roald Flesland HavreHaukeland University Hospital, Department of Medicine, Norway, Bergen.

Funding

Medtronic Europe ESGE (European Society of Gastrointestinal Endoscopy)
6 · The paper itself

Abstract

Background: The effect of computer-aided detection (CADe) on performance of endoscopists with different experience levels is not well understood. This study assessed whether CADe use promotes learning or deskilling. Methods: We performed a prospective, multicenter, registry-based, pragmatic clinical trial. The primary end point was change in the proportion of colonoscopies with detection of at least one polyp ≥5 mm (PDR-5). Each endoscopist performed colonoscopies in three successive phases: 1) before CADe exposure, 2) during CADe use, and 3) after CADe removal. To assess the impact of CADe on PDR-5, we compared phase 1 with phases 2 and 3, adjusting for patient and endoscopist characteristics and endoscopy performance measures. Generalized linear mixed models were used and presented according to endoscopist experience. Results: 13 endoscopists (7 inexperienced, 6 experienced) performed 5013 colonoscopies; median patient age was 59 years (interquartile range 44-71) and 2703 (53.9%) were women. Patient sex and age were similar across the two experience groups, whereas indications differed (e.g. more inflammatory bowel disease in the inexperienced group). CADe temporarily increased PDR-5 among inexperienced endoscopists from phase 1 to 2 (31.9% [216/678] to 39.5% [257/651]; odds ratio [OR] 1.43, 95%CI 1.11-1.84). There was no significant change between phases 1 and 3 (31.9% [216/678] to 36.3% [173/476]; OR 1.03, 95%CI 0.79-1.34). There was no significant CADe effect on PDR-5 among experienced endoscopists between phases. Conclusions: PDR-5 of inexperienced endoscopists increased when CADe was used. In non-CADe-assisted colonoscopy, no upskilling or deskilling was observed following a period of CADe exposure.

Indexed as

Artificial IntelligenceClinical CompetenceColonic PolypsColonoscopyAdultAgedFemaleHumansMaleMiddle AgedProspective StudiesRegistries

Identifiers

PMID42235541
PMCPMC13552228

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.