A rare case of recurrent urinary obstruction and acute renal failure from cystitis cystica et glandularis
Bibliographic record
Abstract
We report a rare case of recurrent florid cystitis cystica et glandularis (CCEG), common type, causing obstruction of the left ureterovesicle junction (UVJ) leading to renal colic and hydronephrosis. A 43-year-old man was admitted with renal colic, left UVJ obstruction, left hydronephrosis and azotemia. Cystoscopy showed a >4-cm bladder lesion compressing the left UVJ. Transurethral resection of the bladder tumour (TURBT) was performed and pathology revealed the lesion as CCEG. Two months later, the CCEG recurred and caused left UVJ obstruction a second time, requiring TURBT.
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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 | 0.001 |
| 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".