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P90 Post-operative Crohn’s disease recurrence in glasgow – how common is it and does deprivation matter?

2021· article· en· W3189281537 on OpenAlexaboutno aff
E Brownson, Stephanie Shields, Mohammad H. Derakhshan, Jonathan Macdonald, Gary Nicholson, John Paul Seenan

Bibliographic record

Venuenot available
Typearticle
Languageen
FieldBiochemistry, Genetics and Molecular Biology
TopicInflammatory Bowel Disease
Canadian institutionsnot available
Fundersnot available
KeywordsMedicineCrohn's diseaseDiseaseInternal medicine

Abstract

fetched live from OpenAlex

Introduction 50% of patients with Crohn’s Disease (CD) will have surgery within the first 10 years, with 35% requiring additional surgery. The REMIND cohort linked male gender, smoking and previous resection to recurrence.1 The link between CD and deprivation is debated2, and its influence on recurrence is unknown. We aimed to define our local post-operative CD population, highlighting recurrence rates. Methods CD resections between 2008–2014 were identified from NHS Greater Glasgow & Clyde Pathology Archive. Data including gender, age at diagnosis and resection, Montreal Classification and smoking status was obtained from Electronic Patient Records. Scottish Index of Multiple Deprivation (SIMD) score was determined by postcode and was ranked 1–5 (most to least deprived). A minimum of 5 years of follow up data was collected. Type of recurrence was recorded as: 1) clinical recurrence - symptom flare requiring course of steroids or inpatient admission; 2) biochemical recurrence - faecal calprotectin >250µg/l; 3) endoscopic recurrence; or 4) surgical recurrence – the need for further CD-related surgery. Results 304 patients (59.5% female) were included. Median age at diagnosis was 29 (range 3–82 years) and at resection was 43 (range 17–85 years). 82.9% had terminal ileal, colonic, or ileocolonic involvement. Upper GI and perianal disease occurred in 17.1% and 12.8% respectively. 94% had a stricturing or penetrating phenotype. 52.9% of patients were never-smokers, 16.5% were ex-smokers and 30.6% were current smokers. 33.6% patients had a SIMD score of 1. 47% of patients had clinical recurrence and 48.7% had biochemical recurrence with 49 patients 16.1% requiring further surgery for Crohn’s disease. There were significant associations between younger age at diagnosis/resection, male sex, current smoking and biochemical, surgical and clinical recurrence respectively. There was no significant association between SIMD score and recurrence of any type. Conclusions Our data suggests rates of post-operative recurrence in line with existing published data. Risk factors for this are similar to those identified in the REMIND study1, with younger age at diagnosis/resection, male sex and smoking all associated with higher rate of recurrence. Our data suggests deprivation does not influence recurrence rates. However more work is needed to validate this in larger, prospective cohorts. References Auzolle, et al. Male gender, active smoking and previous intestinal resection are risk factors for post-operative endoscopic recurrence in Crohn’s disease: results from a prospective cohort study. Aliment Pharmacol Ther 2018 Nov;48(9):924–932 Wardle, et al. Literature review: impacts of socioeconomic status on the risk of inflammatory bowel disease and its outcomes. Bottom of Form European Journal of Gastroenterology & Hepatology 29(8):879–884.

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)0.001
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 score0.074
Threshold uncertainty score0.147

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.004
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.001
Bibliometrics0.0010.003
Science and technology studies0.0000.001
Scholarly communication0.0010.001
Open science0.0010.001
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0050.001

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 head0.008
GPT teacher head0.255
Teacher spread0.247 · 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".

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Citations0
Published2021
Admission routes1
Has abstractyes

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