L'atteinte tuberculeuse de la vésicule biliaire
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
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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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 | 0.002 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 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 it