L'atteinte tuberculeuse de la vésicule biliaire
Bibliographic record
Abstract
Les cholecystites sont des affections frequentes. L'atteinte de la vesicule biliaire represente 1 % des localisations digestives de la tuberculose1. La localisation vesiculaire peut se voir dans le cadre d'une atteinte pluri-viscerale ou etre isolee, associee ou non a une cholecystite lithiasique, chez des patients anergiques2. Le but de cet article est de determiner les circonstances du diagnostic de la tuberculose de la vesicule biliaire et d'en rechercher les causes. A partir des resultats des examens anatomopathologiques des pieces de cholecystectomie effectuee dans un service de chirurgie viscerale dans un pays d'endemie tuberculeuse, nous avons recherche les cas de tuberculose de la vesicule biliaire confirmee. Nous avons ensuite etudie leurs caracteristiques cliniques. Sur une periode de 15 ans, nous avons retrouve deux cas de malades qui avaient une tuberculose de la vesicule biliaire pour 2196 cholecystectomies programmees, soit 0,91 %.
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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 | 0.005 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.002 | 0.001 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.008 | 0.001 |
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".