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Record W2791512255 · doi:10.1093/jcag/gwy009.128

A128 DIAGNOSTIC YIELD OF CAPSULE ENDOSCOPY AND INFLAMMATORY BOWEL DISEASE SEROLOGY IN PATIENTS WITH ISOLATED COMPLEX PERIANAL FISTULAS

2018· article· en· W2791512255 on OpenAlexaff
R Weng, Richmond Sy, Blair Macdonald, Jeffrey D. McCurdy

Bibliographic record

VenueJournal of the Canadian Association of Gastroenterology · 2018
Typearticle
Languageen
FieldMedicine
TopicAnorectal Disease Treatments and Outcomes
Canadian institutionsOttawa HospitalUniversity of Ottawa
Fundersnot available
KeywordsCapsule endoscopyMedicineSerologyInflammatory bowel diseaseEndoscopyCapsuleGastroenterologyRadiologySurgeryDiseaseInternal medicineImmunologyBiologyAntibody

Abstract

fetched live from OpenAlex

Complex perianal fistulizing disease is difficult to manage and can lead to significant morbidity. When it occurs in the absence of luminal inflammation, isolated perianal fistulizing disease (IPD) may represent an early manifestation of Crohn’s disease (CD) or idiopathic cryptoglandular fistulas, referred to as fistula in ano. Currently, there are no diagnostic tests to distinguish between these etiologies, which make treatment decisions difficult. Our objectives are to 1) investigate if there is an incremental benefit of capsule endoscopy (CE) above and beyond CTE/MRE for detecting small bowel inflammation, and 2) identify the percentage of patients with positive serologic markers for inflammatory bowel disease (IBD). Consecutive patients referred to a tertiary IBD center with recurrent IPD were included in this observational study. Recurrent IPD was defined as 2 or more episodes of perianal abscesses or persistent perianal fistula drainage for 3 or more months. Patients required complex fistula anatomy by MRI, and a normal luminal evaluation by ileocolonoscopy and CTE/MRE. Patients exposed to non-steroidal inflammatory drugs within 1 month or immunosuppressive medications within 1 year before CE were excluded. Patients underwent CE using PillCam® SB2 and IBD serology from Prometheus Laboratories. CE results were analyzed by Rapid Reader version 2.0 using a predefined data extraction sheet. Diagnosis of luminal CD required one of the following in 1 or more segment(s) of small bowel: diffuse erythema, linear/circumferential ulcers, 3 or more aphthous ulcers, or stenosis. Nineteen patients; 11 males and 8 females, with a median age of 46 years (range 26–80) were included. The fistula anatomy included trans-sphincteric (n=7, 39%) and inter-sphincteric (n=5, 28%). Fistula hyperenhancement was present in 14 patients (78%); and an abscess in 7 (39%). IBD serology was available for 17 patients; 9 (53%) with at least 1 positive marker, 5 (29%) with 2 or more positives, and 2 (12%) with 3 or more positives. Anti-FlaX IgG was the most frequent positive marker. All 19 patients underwent CE without complication. Overall, 3 patients (16%) met our criteria for luminal CD based on presence of 3 or more apthous ulcers. The median Lewis score was 450 (range 17–1518). Two of these patients had IBD serology testing; one had 3 positives, and the other had 0 positives. Based on this observational study in patients with IPD, IBD serological markers are frequently positive, and CE appears to add a small incremental benefit over CTE/MRE for identifying small bowel inflammation. None

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)0.002
metaresearch head score (Gemma)0.013
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 score0.008

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.013
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0010.001
Science and technology studies0.0000.001
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 head0.006
GPT teacher head0.212
Teacher spread0.206 · 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

Citations1
Published2018
Admission routes1
Has abstractyes

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