Mésothéliome paratesticulaire malin : cas clinique et revue de la littérature
Bibliographic record
Abstract
Les mésothéliomes sont des tumeurs rares, liées surtout à l’exposition à l’amiante. La localisation dans la tunique vaginale est moins fréquente que les localisations pleurale et péritonéale. Nous faisons état du cas clinique d’un jeune patient de 30 ans qui présentait une masse testiculaire gauche avec lésion tissulaire intratesticulaire visible à l’échographie. Il a subi une orchidectomie ; l’examen anatomopathologique de la pièce opératoire orientait le diagnostic en faveur d’un mésothéliome malin de la tunique vaginale. Une hémiscrotectomie a été réalisée par la suite, et le bilan d’extension n’a pas révélé de lésion secondaire. L’évolution s’est avérée favorable moyennant un recul de quatre ans. À travers ce cas clinique et par l’entremise d’une revue de littérature, nous analysons les aspects épidémiologiques, diagnostiques et thérapeutiques de cette pathologie rare.
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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) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.003 | 0.002 |
| Science and technology studies | 0.001 | 0.002 |
| Scholarly communication | 0.002 | 0.003 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.002 | 0.002 |
| Insufficient payload (model declined to judge) | 0.002 | 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".