Lost and Found Testes: The Importance of the hCG Stimulation Test and Other Testicular Markers to Confirm a Surgical Declaration of Anorchia
Bibliographic record
Abstract
BACKGROUND: In patients with impalpable testes,laparoscopy or open surgery is considered conclusive in establishing the absence of testicular tissue. METHODS: Retrospective chart review. RESULTS: Over a 22-year period, 4 out of 82 patients with a diagnosis of bilateral anorchia by laparoscopy or laparotomy had persistent testicular tissue suggested by endocrine evaluations. The clue to the presence of testicular tissue was: (1) a pubertal rise in plasma testosterone (2 patients); (2) the presence of possible Müllerian structures and of a detectable plasma anti-Müllerian hormone (1 patient), and (3) the fact that one of the gonads had not been seen at surgery (1 patient who still had a testosterone response to hCG postoperatively). Testes were localized by venography (3 patients) and laparotomy (1 patient). CONCLUSION: A surgical diagnosis of bilateral anorchia needs to be confirmed by hCG stimulation, gonadotropin levels, or other markers of testicular function.
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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 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| 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".