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Record W178271810 · doi:10.1155/2013/639518

Summary of Guidelines for Infection Prevention and Control for Flexible Gastrointestinal Endoscopy

2013· article· en· W178271810 on OpenAlexaffvenueabout
Lawrence Hookey, David Armstrong, Rob Enns, Anne Matlow, Harminder Singh, Jonathan Love

Bibliographic record

VenueCanadian Journal of Gastroenterology · 2013
Typearticle
Languageen
FieldImmunology and Microbiology
TopicMedical Device Sterilization and Disinfection
Canadian institutionsUniversity of CalgaryUniversity of ManitobaWomen's College HospitalQueen's UniversityMcMaster UniversitySt. Paul's HospitalUniversity of TorontoUniversity of British Columbia
Fundersnot available
KeywordsEndoscopyMedicineGuidelineInfection controlDisease controlGeneral surgeryIntensive care medicineSurgeryPathologyEnvironmental health

Abstract

fetched live from OpenAlex

BACKGROUND: High-quality processes to ensure infection prevention and control in the delivery of safe endoscopy services are essential. In 2010, the Public Health Agency of Canada and the Canadian Association of Gastroenterology (CAG) developed a Canadian guideline for the reprocessing of flexible gastrointestinal endoscopy equipment. METHODS: The CAG Endoscopy Committee carefully reviewed the 2010 guidelines and prepared an executive summary. RESULTS: Key elements relevant to infection prevention and control for flexible gastrointestinal endoscopy were highlighted for each of the recommendations included in the 2010 document. The 2010 guidelines consist of seven sections, including administrative recommendations, as well as recommendations for endoscopy and endoscopy decontamination equipment, reprocessing endoscopes and accessories, endoscopy unit design, quality management, outbreak investigation and management, and classic and variant Creutzfeldt-Jakob Disease. DISCUSSION: The recommendations for infection prevention and control for flexible gastrointestinal endoscopy are intended for all individuals with responsibility for endoscopes in all settings where endoscopy is performed.

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)0.000
metaresearch head score (Gemma)0.001
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 score0.438
Threshold uncertainty score0.304

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
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 head0.027
GPT teacher head0.286
Teacher spread0.259 · 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".

Quick stats

Citations18
Published2013
Admission routes3
Has abstractyes

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