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Evolution of the phenotypic characteristics of pediatric Inflammatory Bowel Disease using the Paris classification

2011· article· en· W2328945023 on OpenAlexaffabout
Mary Sherlock, Meta van den Heuvel, Thomas D. Walters, Kathleen T. Kelleher, Karen Frost, Johan Van Limbergen, Aleixo M. Muise, Anne M. Griffiths

Bibliographic record

VenueInflammatory Bowel Diseases · 2011
Typearticle
Languageen
FieldBiochemistry, Genetics and Molecular Biology
TopicInflammatory Bowel Disease
Canadian institutionsMcMaster Children's HospitalHospital for Sick Children
Fundersnot available
KeywordsInflammatory bowel diseaseMedicineDiseaseClinical phenotypePhenotypeYoung adultPediatricsCrohn's diseaseInternal medicineAge of onsetBiology

Abstract

fetched live from OpenAlex

The recent Paris classification modifies the Montreal classification in recognition of phenotypic features specific to childhood-onset disease, more specifically, incorporating categories to distinguish patients presenting prior to 10 years of age along with the ability to capture growth impairment. Disease phenotype, particularly disease behaviour, has the potential to evolve over time. Recent European paediatric studies have suggested a greater tendency for CD and UC to extend in childhood, in comparison with adult patients. to examine the evolution of disease location and behaviour over time, in young North American paediatric IBD patients, using Paris criteria for phenotypic classification. From January 2000 to December 2004, 264 children aged less than 15 years of age were newly diagnosed with IBD. 142 (56.8%) CD; 107 (40.5%) UC; 15 (5.7%) IBD-U. The median age at diagnosis for CD was 11.9 years (IQR 9.7-13.2), for UC: 11.1 years (IQR 7.6-13.0) and for IBD-U: 12.2 years (IQR 5.8-13.4). The median follow-up time was 5.6 years (IQR 3.9-7 years). Patients were classified by the new Paris criteria as to maximal IBD location and behaviour at diagnosis and at latest follow-up. Treatments were recorded. In comparison to older (A1b) children, the youngest (Ala) with CD had less L1 disease (2 of 39 vs 27 of 103, p = 0.005 OR 0.15 (95% CI 0.03-0.67)) and consequently more colonic disease (L2 + L3 36 of 39 vs 72 of 103, p = 0.004, OR 5.17 (95% CI 1.48 -18.05)). Among the youngest (Ala) children with initially colonic CD (L2), extension to the ileum occurred in 5 of 14 (35.7%) patients. UC was already extensive (E3 or E4) at diagnosis in 78% of all children. By 2 and 5 yrs, respectively, medical treatment included immunomodulators in 55.6% and 71.2 % of all 142 CD patients and in 32.6 % and 39.3% of all 107 UC patients. By 2 and 5 years, anti-TNF-alpha therapy was initiated in 14.1% and 36.4% of all CD patients and in 6.5% and 10.1% of all UC patients. The cumulative incidence of intestinal resection in children with CD was 7.1% and 16.6%, respectively, at 2 and 5 years. Colectomy was performed in 7.5% and 13.7% of UC patients by 2 and 5 years, respectively. The Paris separation of age category into A1a (< 10yrs) and A1b (>10 years) highlights the rarity of isolated ileal CD in children presenting prior to 10 years of age, and the propensity of their colonic CD to subsequently extend. CD location in children ≥ 10 years remained stable and mirrors that observed in adults, whereas childhood onset UC is more extensive at the outset. Perianal fistulizing disease became more common, and CD behaviour progressed from inflammatory to stricturing or penetrating over time in children of all ages.

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)0.005
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 score0.005
Threshold uncertainty score0.009

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.005
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0020.002
Science and technology studies0.0000.000
Scholarly communication0.0010.001
Open science0.0000.001
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0010.000

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 head0.016
GPT teacher head0.227
Teacher spread0.211 · 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
Published2011
Admission routes2
Has abstractyes

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