P321 Vitamin D level doesn't correlate with disease extent and severity in Hungarian patients with inflammatory bowel disease
Bibliographic record
Abstract
Background: Many patients with inflammatory bowel disease (IBD) face multiple problems, including medical, surgical, nutritional, social, psychiatric related to their disease and require a holistic approach to care. To address this need, a multidisciplinary, prompt access IBD clinic was established at McMaster University Medical Centre, Hamilton, Canada. The prevalence of anxiety and depression among the patients attending the clinic is not known. Methods: Interdisciplinary team members consisting of gastroenterologists, surgeon, psychiatrists, nurse practitioner and dietitian providing prompt access holistic care for patients with IBD. All patients with IBD were assessed for demographic characteristics, quality of life using the Short Form-12 (SF-12), and psychological morbidity using the Hospital Anxiety and Depression Scale (HADS). The SF-12 has two components; physical composite score (PCS) and mental composite score (MCS); if either score is ,50 it was considered abnormal. HADS score can range from 0-42 and a score of .11 was considered abnormal. Results: The mean (SD) age of the 67 patients (males, 36%) was 35 (13) yrs. The majority (63%) had received college education. Of them, 40% had full-time employment, 18% had parttime employment, 24% were unemployed and 18% were on disability/sick leave. Of the 67 patients, 45% were in a stable marital relationship, 43% were single and 10% were either divorced or separated. The mean (SD) PCS was 41 (11) and MCS was 43 (12). The PCS was abnormal in 73% and MCS in 65% of the patients. HADS scores indicated that 75% were anxious/ depressed, while 8% had borderline anxiety/depression and 17% had normal scores. HADS scores showed a high degree of correlation with MCS (r=-0.717; p ,0.001) but no relationship to PCS, ESR or CRP. HADS scores were lower in those with higher income (.60,000$/yr) than those with lower income (15±8 vs 21±6; p=0.037); and in those who had full time employment compared to those without (13±7.6 vs 17±8; p=0.05). The PCS showed a negative correlation with ESR (rho=-0.25; p=0.048) and CRP (rho=-0.25; p= 0.05). Only 27% (13/49) of the patients with abnormal HADS score received professional psychiatric help. Conclusions: Patients with IBD have a high prevalence of anxiety and depression. Anxiety and depression was found more often in those with lower income and no full time employment.. HADS score did not show any relationship to disease activity or physical functional capability. Patients with IBD need active evaluation for presence of underlying anxiety or depression.
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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 | 0.000 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.002 | 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".