Prostatic Leiomyoma With Bizarre Nuclei: A Case Report
Bibliographic record
Abstract
Leiomyoma with bizarre nuclei (LM-BN) is a very rare finding which cannot be distinguished clinically from the very commonly occurring benign prostatic hyperplasia (BPH). If correctly diagnosed, LM-BN has a favorable prognosis after complete surgical excision. It is important to keep this alternative diagnosis in mind when treating a patient with complaints indicating prostatic hyperplasia. This case involves a 77-year-old male presenting with lower urinary tract symptoms; based on clinical presentation, the patient was diagnosed with BPH. A transurethral prostate resection was performed. Resected prostate tissue was collected for analysis and diagnosis of prostatic LM-BN was made. World J Nephrol Urol. 2016;5(2):37-39 doi: http://dx.doi.org/10.14740/wjnu249w
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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 | 0.001 |
| 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".