Approach to management of inflammatory bowel disease-related arthritis
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract

 
 
 The most common extraintestinal manifestation of inflammatory bowel disease (IBD) is arthropathy. These conditions have been reported in up to 50% of patients with IBD and are more common in Crohn’s’ disease (CD), particularly colonic disease, and in females.
 IBD-associated arthritis is classified as a type of spondyloarthritis (SpA). The treatment is dependent on the type of SpA involvement, which can be subdivided into peripheral and/or axial disease. The treatment approach consists of a combination of non-pharmacological and pharmacological therapies managed by a multidisciplinary team and is based on collaborative decisions between gastroenterology and rheumatology. In light of rapidly expanding therapeutic armamentaria for both immune-mediated arthritis and IBD, this paper will provide an overview of an approach to the treatment of arthritis associated with IBD, considering recommendations by recent guidelines and novel therapies.
 
 
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.
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 | 0.001 |
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 it