Testicular loss following bacterial epididymo-orchitis: Case report and literature review
Bibliographic record
Abstract
Epididymo-orchitis rarely leads to abscess formation and global testicular infarction/loss, particularly in the setting of appropriate antibiotic therapy. The imaging modality used when monitoring for testicular ischemia is ultrasonography. However, as described in the literature, testicular pathology may not be evident on routine imaging. We describe two cases of recurrent bacterial epididymo-orchitis, complicated by testicular abscess resulting in testicular infarction. This rare, nevertheless significant, complication occurred in both patients despite receiving appropriate extended antibiotic therapy. Both cases demonstrate the limitations of ultrasonography alone, suggesting that a high level of clinical suspicion must be maintained when ultrasound evaluation proves to be inconsistent with the clinical presentation. These cases demonstrate the importance of monitoring for warning signs of ischemia, as early recognition may lead to reperfusion interventions and ultimately testicular salvage.
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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 | 0.005 |
| 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 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 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".