P627. What is the need for, and acceptability of, routine, integrated psychological care in an established inflammatory bowel disease (IBD) service? Early data from a new initiative in clinical IBD care
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
treatment, 91.9% used 5 aminosalicylic acid; 29.2% azathioprine; 23.8% steroids; 3.1% anti-tumour necrosis factor (TNF) therapy. The univariate and multivariate analysis showed that factors associated with histologic remission were: ANCAs positivity (p = 0.05, relative risk [RR] = 0.54, 95% CI 0.27-1.07); endoscopic remission (p = 0.001, RR = 5.06, 95% CI 2.61-9.81); treatment with steroids (p = 0.01, RR = 0.38, 95% CIp 0.16-0.90); and azathioprine (p = 0.02, RR = 0.27, 95% CI 0.10-0.73). Conclusions: The frequency of histologic remission was 25.5% in our population and the factors associated with histologic remission in patients with UC were ANCAs positivity, endoscopic remission, as well as treatment with steroids and azathioprine.
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 | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| 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 it