Syndrome de l’intestin irritable
Bibliographic record
Abstract
Le syndrome de l’intestin irritable (SII) est un trouble fonctionnel digestif dont la prévalence est très élevée. Ce syndrome, et notamment son sous-type diarrhéique (SII-D), est associé à des perturbations de la composition et des fonctions du microbiote intestinal à l’origine d’une dysbiose. Pourtant, la maladie est principalement traitée en fonction des symptômes des patients atteints, sans que la perturbation de leur microbiote ne soit prise en compte. Dans cette revue, nous détaillerons les données épidémiologiques de la maladie. Nous traiterons ensuite des principaux mécanismes physiopathologiques, notamment de l’impact des perturbations du microbiote intestinal. Le sous-type diarrhéique (SII-D) étant le plus fréquent [1], nous nous concentrerons principalement sur celui-ci. Nous introduirons enfin les thérapies actuelles utilisées.
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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 | 0.003 | 0.007 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.003 | 0.001 |
| Bibliometrics | 0.000 | 0.003 |
| Science and technology studies | 0.001 | 0.002 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.007 | 0.002 |
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; both teacher heads agree on what is shown here.
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".