Early Endoscopic Outcomes After Risankizumab Are Associated With Fewer Hospitalizations and Surgeries in Crohn’s Disease
Bibliographic record
Abstract
Background and Aims We evaluated the association between endoscopic outcomes following risankizumab induction and subsequent rates of hospitalization and surgery through 52 weeks of risankizumab (both doses) maintenance therapy in patients with Crohn's disease (CD). Methods Patients with moderately to severely active CD and clinical response to 12-week risankizumab induction were rerandomized to continued therapy or drug withdrawal in the phase 3 FORTIFY maintenance trial. Incidence rates (events/100 person-years) of CD-related hospitalization and surgery, and the composite of both, through 52 weeks of maintenance were compared between patients achieving vs not achieving predefined endoscopic outcomes following induction. Results Patients who achieved vs did not achieve endoscopic response or remission, or absence of ulcers (ulcer-free endoscopy) after induction had reduced rates of CD-related hospitalization through 52 weeks of risankizumab maintenance (endoscopic response, 1.7 vs 7.9/100 person-years; endoscopic remission, 1.2 vs 6.9/100 person-years; ulcer-free endoscopy, 1.5 vs 6.4/100 person-years; all P < .05). No CD-related surgeries were observed through 52 weeks of risankizumab maintenance among patients who achieved vs did not achieve endoscopic outcomes following induction (endoscopic response, 0 vs 3.2/100 person-years; endoscopic remission, 0 vs 2.6/100 person-years; ulcer-free endoscopy, 0 vs 2.4/100 person-years; all P = .025). In contrast, patients who received placebo during maintenance had statistically similar rates of CD-related hospitalizations and surgeries regardless of achievement of endoscopic outcomes after induction. Conclusion Patients achieving endoscopic outcomes following risankizumab induction experienced less CD-related hospitalizations and surgeries through 52 weeks of maintenance when continuing active therapy. Early treatment success may predict favorable long-term outcomes of disease.
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How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 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 teacher head, 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".