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S604 The Evolving Practice of Water-Aided Colonoscopy (WAC) – An International Survey of Colonoscopists

2021· article· en· W3209679206 on OpenAlexaff
Felix W. Leung, Sergio Cadoni, Andrew W. Yen, Piet de Groen, Keith Siau, Yu‐Hsi Hsieh, Sauid Ishaq, Chi‐Liang Cheng, Francisco C. Ramirez, Adrian Bak, William E. Karnes, Putut Bayupurnama, Joseph W. Leung

Bibliographic record

VenueThe American Journal of Gastroenterology · 2021
Typearticle
Languageen
FieldEnvironmental Science
TopicAgriculture, Water, and Health
Canadian institutionsKelowna General HospitalUniversity of British Columbia
Fundersnot available
KeywordsMedicinePolypectomyColonoscopyClinical PracticeDelphi methodDelphiGeneral surgerySurgeryMedical physicsMedical educationFamily medicineColorectal cancerInternal medicineArtificial intelligence

Abstract

fetched live from OpenAlex

Introduction: A water-aided technique (water immersion, WI) as an adjunct to gas insufflation was described in 1984. Water was infused to aid insertion through colonic segments deformed by diverticulosis, and the infused water was removed during withdrawal. Water exchange (WE) was described in 2010. Water infusion without air was used to aid insertion, followed by almost simultaneous removal of the infused water to minimize distention and to provide salvage cleaning. Worldwide, >80 reports on water-aided colonoscopy (WAC) have been published by 2020, documenting a steady growth in WE usage. A modified Delphi consensus review on WAC (GIE 2021;93:1411) reported that WE produces less pain and higher adenoma detection rates (ADR) than WI; underwater resection (UWR) is feasible, and has been applied to routine and salvage polypectomy. Methods: IWATERS (International Water-Aided Technique for Endoscopy and Research Society) conducted a survey to assess the clinical practice of WAC. Factors that might affect uptake of WAC were explored: colonoscopist demographics and experience, practice settings, allocated procedure time, the learning medium, perceived ease of learning and learning preference. A survey link was e-mailed to 55 co-authors of the Delphi review and distributed to their colleagues and trainees. Results: One hundred responses were received (from 84 practicing clinicians, 16 trainees). Responses with >80% affirmative answers (Table 1a) included: use of WAC, unlearning old methods to learn WAC is easier than expected, learning WAC is easy, clinical practice is in constant flux, WAC provides gains for my practice, have time to implement WAC, promote WAC in my practice, positive outcomes WAC vs. gas (air or CO2), and no reservations using WAC. Learning WAC was predominantly through coaching by mentors or colleagues and in a lesser degree from reading, viewing videos or attending seminars. Table 1b shows that more use of WI in respondents with usual scheduled colonoscopy time ≤30 minutes (p=0.026); and more use of WE (p=0.043) in respondents with usual scheduled colonoscopy time >30 minutes Conclusion: After learning the methods from mentors or colleagues, the surveyed endoscopists implement WAC (WI or WE) in their practice for the perceived positive benefits WAC provides their patients, even at the expense of increased procedure time (10 min) for WE. Coaching appeared to be the most popular method to acquire WAC skills. Usual scheduled colonoscopy time >30 min favors the use of WE.Figure 1.: Demographics and survey responses.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.002
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.020
Threshold uncertainty score0.297

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.001
Scholarly communication0.0000.000
Open science0.0010.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.013
GPT teacher head0.286
Teacher spread0.273 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one teacher head, not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designObservational
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

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Citations0
Published2021
Admission routes1
Has abstractyes

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