Patients With Crohn's Disease and Permanent Ileostomy Are Universally Excluded From Clinical Trials: A Systematic Review
Bibliographic record
Abstract
INTRODUCTION: We performed a systematic review to investigate whether patients with Crohn's disease (CD) and permanent ileostomy (PI) have been included in clinical trials evaluating biologics and small molecules. METHODS: MEDLINE, Embase and Cochrane library (CENTRAL) data bases were searched from inception to May 16, 2022 for placebo controlled induction and/or maintenance randomized controlled trials assessing biologics and oral small molecules in adult patients with active CD. RESULTS: Of the 81 induction and maintenance trials assessing biologics and oral small molecules in CD, none permitted the enrollment of patients with PI. Patients with CD and PI have been universally excluded from pharmaceutical trials of biologics and small molecules to date. DISCUSSION: There is an urgent need to identify barriers to enrollment and develop eligibility and outcome measures enabling the inclusion of patients with CD and PI into clinical trials.
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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 | 0.027 | 0.106 |
| Meta-epidemiology (narrow) | 0.002 | 0.002 |
| Meta-epidemiology (broad) | 0.011 | 0.007 |
| Bibliometrics | 0.010 | 0.011 |
| Science and technology studies | 0.001 | 0.002 |
| Scholarly communication | 0.004 | 0.004 |
| Open science | 0.002 | 0.002 |
| Research integrity | 0.003 | 0.001 |
| Insufficient payload (model declined to judge) | 0.004 | 0.000 |
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.
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".