A Canadian center's experience on whole-gland salvage therapy for radio-recurrent prostate cancer with various modalities
Bibliographic record
Abstract
Salvage radical prostatectomy for localized radio-recurrent prostate cancer has historically been associated with significant morbidity. Prospectively collected data long-term data on salvage whole-gland cryoablation and, to a lesser extent, high-intensity focused ultrasound (HIFU), have shown they are viable treatment alternatives. This article chronicles the experience (cryoablation, n=187; HIFU, n=81) in a high-volume Canadian center and reviews the literature on other salvage ablative therapies. Whole-gland salvage ablation has yielded oncologic results comparable to those of salvage prostatectomy, with cancer-specific survival and metastatic-free survival of approximately 80%, and biochemical disease-free survival of 35%. Freedom from androgen deprivation therapy was 49% at 12 years. Improved ablative technologies and functional diagnostic imaging modalities have rendered focal salvage ablation feasible in selected patients. Preliminary oncologic and functional results of focal salvage ablation using several new ablative technologies are also reviewed in this article.
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.
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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 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".