Partial cystectomy: Is it a reliable option for the treatment of bladder
Bibliographic record
Abstract
Bladder leiomyosarcoma is a unique mesenchymal tumour, accounting for less than 0.5% of all primary bladder malignancies. Bladder leiomyosarcoma used to be treated with radical surgery in either old or young patients, often resulting in significant impact on the patients's quality of life after surgery. We report on a case of bladder leiomyosarcoma in a 31-year-old female who was treated with partial cystectomy. Fortunately, no tumour metastasis or relapse was observed during the 7-year follow-up period and the patient now has a good quality of life. We found that partial cystectomy may be an acceptable option to treat bladder leiomyosarcoma in the low MSKCC (Memorial Sloan-Kettering Cancer Center) stage.
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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 | 0.000 | 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 | 0.000 |
| 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".