Intradetrusor Injection of Botulinum Toxin for the Management of Refractory Overactive Bladder Syndrome
Bibliographic record
Abstract
Overactive bladder (OAB) is a common syndrome that has a negative impact on daily activities and quality of life. The first-line treatment to manage this condition includes behavioral modifications, physical treatment, and oral pharmacotherapy with antimuscarinics. Botulinum toxin has emerged as an alternative and second-line treatment option for patients with OAB who are refractory to first-line treatment modalities when injected into the detrusor muscle. Although its application in the management of OAB remains off label, studies have shown its efficacy both subjectively and objectively. It is considered as a minimally invasive and reversible alternative. Adequate dosage of the toxin, number of injection sites, and reinjection rates are yet to be determined. This review attempts to provide an update on the current position of botulinum toxin in managing refractory OAB addressing contemporary data on the mechanism of action, technique, safety, complications, and clinical results.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.003 | 0.002 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.002 | 0.001 |
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 source (direct Gemma or distilled Codex), 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".