Polysomnography shows sleep fragmentation in patients with inactive inflammatory bowel disease
Bibliographic record
Abstract
BACKGROUND: Inflammatory bowel disease (IBD), classified as Crohn's disease or ulcerative colitis, is a chronic inflammatory condition that affects the gastrointestinal tract. Fatigue is a common symptom of IBD, even in periods of inactive disease; however, the cause of this fatigue is unknown. Studies have suggested that altered sleep patterns may be associated with the fatigue experienced by IBD patients. The aim of our study was to assess the sleep quality of patients with inactive IBD who report fatigue. METHODS: We conducted a prospective observational pilot study that examined IBD outpatients with inactive disease who had complaints of fatigue. Upon enrolment, patients underwent Level 1 diagnostic polysomnography for one night to measure objective sleep parameters. Patients were also asked to complete 3 validated questionnaires to assess fatigue, depression levels, and subjective sleep quality. RESULTS: Fifteen patients (7 with CD, 8 with UC) were enrolled in the study; their mean age was 38.6±11.6 years. IBD patients had a mean spontaneous arousal index of 20.0±9.7 arousals /h. Patients spent an average of 6.6%, 60.4%, 15.2%, and 17.9% of their total sleep time in stages N1, N2, N3 and rapid-eye-movement sleep, respectively. Four (26.7%) patients had obstructive sleep apnea, and 7 (46.7%) patients experienced periodic limb movements of sleep. CONCLUSIONS: Patients with IBD experienced altered sleep patterns and high rates of sleep fragmentation. Further research is needed to determine how poor sleep quality can be treated in patients with IBD.
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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".