P196 Colon-involving versus non-colon-involving Crohn’s disease classification: is the Montreal classification outdated?
Bibliographic record
Abstract
Abstract Background An appropriate disease classification is essential for the management of Crohn’s disease (CD) patients. Recently, a new classification of colon-involving versus non-colon-involving disease extension was considered to be more predictive of adverse outcomes than the Montreal classification (MRC). We aimed to investigate the association of a colon-based classification with clinically relevant outcomes in patients with CD compared with the MRC. Methods Retrospective cohort-study which consecutively included adult CD patients with at least 1 year of follow-up. Patients were categorized into colon-involving and non-colon-involving disease and according to the MRC. Patients’ demographic, clinical, biochemical, and imaging data were recorded and compared between the two classifications. The primary outcome was the need for treatment with steroids or biologics, hospitalization and major abdominal surgery. Results Of 327 patients, 52.3% were female with a mean age of 43.3±13.1 years. The most common disease location according to MRC was L1 (48.9%), followed by L3 (41.3%) and L2 (9.8%). Overall, 51.1% of patients had colon-involving disease. Although patients with colon-involvement at diagnosis had higher frequency of perianal lesions (27.5% vs 16.9%, P<0.05) and serum inflammatory biomarkers (lower hemoglobin, and higher leucocyte and platelet counts, c-reactive protein and erythrocyte sedimentation rate), this classification was not predictive of relevant outcomes. Considering the two types of colon-involving disease (L2, L3), patients with L2 disease had higher extraintestinal manifestations (43.8% vs 20.7%, respectively, P<0.05), higher B1 disease behavior (87.5% vs 58.5%, respectively, P<0.05) and lower B2 disease behavior (6.25% vs 22.2%, respectively, P<0.05). Disease location according to MRC was predictive of the need for treatment with biologics, hospitalization and major abdominal surgery in univariate analysis, but not in multivariate analysis. Conclusion Although simpler, defining Crohn’s disease extension by colon-involving versus non-colon-involving is not more predictive of adverse outcomes than the Montreal classification. Therefore, the use of Montreal Classification should still be considered essential in the adequate management of IBD patients.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot 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.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.003 | 0.010 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.002 | 0.002 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.002 | 0.001 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.006 | 0.001 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
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".