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Record W4213243877 · doi:10.1093/jcag/gwab049.147

A148 IMPACT OF EXAMINATION UNDER ANESTHESIA PRIOR TO ANTI-TUMOR NECROSIS FACTOR THERAPY ON FISTULA HEALING FOR PERIANAL CROHN’S DISEASE PATIENTS: A COMPARATIVE COHORT STUDY

2022· article· en· W4213243877 on OpenAlexaffabout
Michael Fung Kee Fung, Micah R. Chan, Kevin Chin Koon Siw, Elham Sabri, Jeffrey D. McCurdy

Bibliographic record

VenueJournal of the Canadian Association of Gastroenterology · 2022
Typearticle
Languageen
FieldMedicine
TopicAnorectal Disease Treatments and Outcomes
Canadian institutionsUniversity of OttawaOttawa Hospital
Fundersnot available
KeywordsMedicineConcomitantFistulaSurgeryCohortCrohn's diseaseRetrospective cohort studyAdalimumabAbscessProportional hazards modelPerianal AbscessInternal medicineCohort studyDisease

Abstract

fetched live from OpenAlex

Abstract Background Current guidelines recommend a combined approach consisting of an examination under anesthesia (EUA) and anti-TNF therapy for perianal Crohn’s Disease (PCD). However, the impact of this approach on fistula healing and long-term outcomes is unknown. Aims To assess the effect of EUA on fistula healing and long term outcomes in patients with perianal Crohn’s disese who are treated with anti-TNF therapy. Methods We performed a retrospective, single-center, comparative cohort study between 2009 and 2019. We compared patients with PCD who received EUA prior to anti-TNF therapy (combined therapy) to anti-TNF therapy alone. Our primary outcome was fistula closure by clinical assessment. Secondary outcomes included subsequent local surgery and fecal diversion. Logistic regression and multivariable cox-proportional hazard models adjusted for abscesses, concomitant immunomodulators, and time to anti-TNF initiation were performed. Results A total of 155 patients underwent 188 distinct anti-TNF starts: 66 (35%) after an EUA. Patients who underwent an EUA prior to anti-TNF therapy were more likely to have an abscess (50% vs. 15%; p < 0.001) and concomitant immunomodulator usage (64% vs. 50%; p = 0.07). Otherwise, there were no differences between cohorts in age, smoking status, disease duration, and location of luminal disease. There were no significant differences in fistula closure at 3, 6, or 12 months between cohorts overall (Table 1). The results remained consistent in sensitivity analyses that excluded patients with abscesses and prior biologic treatment failure. The results were also similar when defining the combined therapy group as those with setons. After a median follow-up of 4.6 years (IQR, 5.95) patients who underwent an EUA prior to anti-TNF therapy were more likely to require a subsequent EUA (aHR 2.2; 95% CI, 1.3–3.6) (Figure 1) but not fecal diversion (aHR 1.3; 95% CI, 0.45–3.9). Conclusions In this single center study, combined therapy (EUA prior to anti-TNF therapy) was not associated with improved clinical outcomes compared with anti-TNF therapy alone. These findings suggest that EUA may not be necessary in every patient with PCD prior to initiation of anti-TNF therapy. Future prospective studies that control for fistula complexity are warranted. Table 1: Unadjusted rates of fistula closure after anti-TNF therapy comparing patients with and without an exam under anesthesia Funding Agencies University of Ottawa Department of Medicine

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

Direct model labels (unvalidated)

Per-model category and study-design labels from the labeling rounds. They are machine output, unvalidated, and the disagreement between models ships as data. No study design here is MEDLINE-validated yet.

Model armCategoriesStudy designConfidence
gemmano category
Domain: not available · Genre: Empirical
About the Canadian research system: no · About a Canadian topic: no
Observationallow
gptno category
Domain: not available · Genre: Empirical
About the Canadian research system: no · About a Canadian topic: no
Observationallow
models agreeAgreement compares identical category sets and study designs across arms.

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)0.002
metaresearch head score (Gemma)0.004
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 score0.002
Threshold uncertainty score0.009

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.004
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0010.001
Science and technology studies0.0010.000
Scholarly communication0.0010.001
Open science0.0000.001
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0020.000

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 head0.021
GPT teacher head0.301
Teacher spread0.280 · 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

Labeled directly by 2 models reading the full record.

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
Published2022
Admission routes2
Has abstractyes

Explore more

Same venueJournal of the Canadian Association of GastroenterologySame topicAnorectal Disease Treatments and OutcomesFrench-language works237,207