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Record W4404731610 · doi:10.1101/2024.11.23.24317703

Physician and Endoscopy Nurse Perspectives on Tap Water for Gastrointestinal Endoscopy: A Cross-Sectional Survey on Support, Perceived Barriers, and Intent to Advocate

2024· preprint· en· W4404731610 on OpenAlexaff
Anthony James Goodings, Allison Dana Chhor, Hannah Anderson, Mila Pastrak, Sten Kajitani

Bibliographic record

VenuemedRxiv · 2024
Typepreprint
Languageen
FieldEnvironmental Science
TopicClimate Change and Health Impacts
Canadian institutionsUniversity of Ottawa
Fundersnot available
KeywordsTap waterMedicineEnvironmental healthBusinessEngineeringEnvironmental engineering

Abstract

fetched live from OpenAlex

Abstract Background The standard water used for endoscopic irrigation is sterile water. Minimal evidence exists regarding sterile water use where there is access to clean water. The WHO has declared the climate crisis as the greatest global health crisis today; we must re-examine our practices and adapt them to promote environmental stewardship while maintaining safety. Method and Objective We surveyed physicians and endoscopy nurses to determine their attitudes toward tap water use for irrigation in gastrointestinal endoscopic procedures. Results There were 88 complete responses collected from June to November 2024. The majority of respondents and endoscopy-performing consultants expressed comfort with tap water use (59% and 84%, respectively), perceived viability (62% and 68%, respectively), and an interest to implement (73% and 94%, respectively); however, discussions on the topic remained infrequent (77% and 81%, respectively). 82% of overall respondents and 93% of consultants were aware of potential cost-savings, with 69% and 87% more willing to consider tap water based on this. Respondents (60%) and consultants (73%) agree there is a lack of guidelines regarding tap water use and feel that policy barriers will hinder change (59% and 73% respectively). Overall, 59% of respondents and 73% of consultants are likely to advocate for change. Conclusion The majority of respondents support tap water as a viable, cost-effective alternative with environmental benefits. A strong intention to advocate for change highlights the presence of potential leaders in this space. By promoting and supporting these leaders through education and institutional change, a more sustainable future for endoscopy exists. What is already known on this topic There is an urgent need to address the immense impact of medicine on the environment. Gastrointestinal endoscopy involves the use of large volumes of sterile water to irrigate a non-sterile space in the body. What this study adds Allows us to understand the views of physicians on the potential use of tap water in GI endoscopy, as well as understand perceived feasibility and barriers. How this study might affect research, practice, or policy With an understanding of physician support and perceived barriers, specific actions to address these can be taken by regulators. By increasing awareness around the topic, experts can deliberate on the idea and choose to advocate for change, providing leadership in an intimidating discipline.

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 machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.003
metaresearch head score (Gemma)0.018
Version: metacan-v3-hybrid-931329e0061cValidation 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 score0.008
Threshold uncertainty score0.018

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0030.018
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.000
Science and technology studies0.0010.001
Scholarly communication0.0010.001
Open science0.0000.001
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0030.000

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 head0.052
GPT teacher head0.346
Teacher spread0.294 · 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 source (direct Gemma or distilled Codex), 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".

Quick stats

Citations0
Published2024
Admission routes1
Has abstractyes

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