SURGICAL MANAGEMENT OF UNILATERAL TESTICULAR CYSTIC FIBROSIS IN A BILATERALLY CRYPTORCHID LABRADOR RETRIEVER
Bibliographic record
Abstract
The incidence of testicular pathologies are common among cryptorchid dogs.A ten-year-old bilaterally cryptorchid male Labrador retriever was presented with a large mass below the right caudal abdomen parallel to the prepuce.The mass had progressively enlarged in size over the past few weeks.On abdominal ultrasound, the mass measured 6.89 cm × 8.22 cm and appeared mixed in echogenicity with multifocal anechoic areas and well-defined borders.The retained left testicle could be located anterior to the left inguinal canal subcutaneously.Based on the history, physical examination and ultrasonographical examination findings, a tentative diagnosis of the mass being of testicular origin was made.The affected and retained testes were surgically removed under general anesthesia.The histopathological examination confirmed the testicular pathology as testicular cystic fibrosis, which was an unusual finding.
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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 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.001 | 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 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".