Functional gastrointestinal disorders as predictors of suicidal ideation. An observational study
Bibliographic record
Abstract
BACKGROUND/OBJECTIVES: Suicidal ideation (SI), a symptom of depression, is known to be associated with irritable bowel syndrome (IBS) but is not known to be associated with other functional gastrointestinal disorders (FGIDs). However, the source of this association is discussed. It could be related to a possible abnormal biochemical pathway implicating neurotransmitters common to both disorders like serotonin or pain and an ill-being associated with a chronic disorder of unknown etiology. The present study aims to search for the FGIDs associated with suicidal ideation. DESIGN: Observational study. METHODS: A total of 1469 patients with FGIDs (71% of women) were included in the present study. They filled the Rome III questionnaire, Beck depression inventory, and state and trait anxiety questionnaires. Data were analyzed using analysis of variance with Bonferroni correction and logistic regression analysis. RESULTS: Suicidal ideation was reported by 15% of patients, associated with increased scales of depression (P < 0.001), state (P = 0.006), and trait anxiety (P = 0.021). Clinically, these patients reported a higher prevalence of IBS-diarrhea subtype (P = 0.045), fecal incontinence (P = 0.020), soiling (P = 0.016), and difficult defecation (P = 0.005), and higher perceived severity for constipation, diarrhea, bloating, and abdominal pain (P < 0.001 for all scales). CONCLUSIONS: This study shows that only functional bowel and functional anorectal disorders are associated with suicidal ideation. This result must be taken into account in the management of these patients.
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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 | 0.001 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.001 |
| 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 | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.001 | 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".