Un lymphangiome kystique rétropéritonéal révélé par des coliques néphrétiques
Bibliographic record
Abstract
Le lymphangiome kystique (LK) est une tumeur rare des voies lymphatiques caractérisée par son évolution bénigne. La fréquence de la localisation rétropéritonéale est controversée. La découverte se fait le plus souvent dès l’enfance. L’évolution de la maladie peut être marquée par des complications graves, notamment compressives. Nous faisons état de l’observation médicale d’une femme de 30 ans chez qui l’on a découvert, à la suite de l’apparition de coliques néphrétiques récidivantes, un LK énorme occupant tout l’espace rétropéritonéal droit. Le diagnostic a été évoqué par l’urotomodensitométrie et confirmé par l’histologie. L’évolution après exérèse chirurgicale de la masse a été favorable, avec la disparition des coliques néphrétiques.
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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 | 0.000 | 0.002 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.001 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.002 | 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".