Vasitis: clinical and ultrasound confusion with inguinal hernia clarified by computed tomography
Bibliographic record
Abstract
Vasitis or inflammation of the vas deferens is a rarely described condition categorized by Chan & Schlegel1 as either generally asymptomatic vasitis nodosa or the acutely painful infectious vasitis. Clinically, infectious vasitis presents with nonspecific symptoms of localized pain and swelling that can be confused with other, more common conditions such as epididymitis, orchitis, testicular torsion, and inguinal hernia. Ultrasound with duplex Doppler scanning can be used to exclude epididymitis, orchitis, and testicular torsion. On the other hand, while inguinal hernia is difficult to differentiate from vasitis using ultrasound, computed tomography (CT) is diagnostic. We describe 2 cases of vasitis with clinical and ultrasound findings that initially were interpreted as inguinal hernias. In both patients, CT was diagnostic for vasitis showing an edematous spermatic cord and no hernia. Urine cultures in both patients were negative, but the symptoms resolved with antibiotic treatment.
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How this classification was reachedexpand
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 | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, 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".