Fistule artério-urétérale après une pelvectomie antérieure : Complication rare et grave
Bibliographic record
Abstract
RéSUMé: La fistule artério-urétérale (FAU), qui survient immédiatement après une cystectomie, est une complication exceptionnelle et grave. De nos jours, seulement quelques cas sporadiques ont été signalés dans la littérature. Elle se manifeste presque exclusivement par une hématurie brutale, massive et intermittente pouvant être à l'origine d'une instabilité hémodynamique menaçant le pronostic vital du patient à court terme. Son diagnostic doit être fait sans retard. Les explorations radiologiques restent peu spécifiques et peu sensibles et se basent essentiellement sur l'artériographie. Le traitement est non codifié selon l'état général du patient et surtout de la nature de la fistule. Nous décrivons un cas de FAU faisant suite à une pelvectomie antérieure et nous discuterons à l'aide d'une revue de la littérature les aspects diagnostiques, thérapeutiques et pronostiques de cette complication.
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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 | 0.004 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.002 | 0.002 |
| Insufficient payload (model declined to judge) | 0.003 | 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".