Early experience with microsurgical spermatic cord denervation for chronic orchialgia at a Canadian centre
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
INTRODUCTION: Microsurgical spermatic cord denervation (MSCD) is an effective surgical technique to manage chronic orchalgia, but it has not been readily adopted by Canadian urosurgeons. This paper reviews the early experience of a single urosurgeon in Canada. METHODS: Nine consecutive testicular units underwent MSCD over a 24 month period. These patients underwent MSCD after ruling out reversible causes and after a successful diagnostic spermatic cord block. RESULTS: Of these patients, 77% (7/9) had a complete resolution and 22% (2/9) had a partial resolution of their pain symptoms following MSCD. There were no failures or complications. CONCLUSIONS: MSCD is an effective, safe, and reproducible surgical technique that should be included in the treatment armamentarium for chronic orchalgia.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
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 | 0.002 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.002 | 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 it