Overactive bladder: the importance of tailoring treatment to the individual patient
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
INTRODUCTION: Overactive bladder (OAB) is a prevalent and persistent condition that is often under-diagnosed and under-treated, and which frequently requires tailored treatment for successful management. METHODS: This consensus opinion-based review summarizes the discussions of a group of experts in the field of OAB that were assembled to evaluate the importance of correct diagnosis and appropriate pharmacotherapy in patients with OAB. RESULTS: A thorough diagnostic process is crucial for allowing exclusion of underlying medical issues and differentiation from genitourinary conditions other than OAB. In addition, selecting the most appropriate pharmacotherapy needs to be carefully considered in the context of each patient with OAB. In general, patients with OAB tend to be older with various comorbidities and often receiving multiple concomitant medications. Treatment decisions should take into consideration the differing potential for antimuscarinic medications to alter cognitive and cardiovascular functions, both of which may be compromised in this patient population. CONCLUSION: Tailoring treatment to individual patients by comprehensive patient assessment may lead to more effective management of patients with OAB, especially those receiving polypharmacy for comorbidities.
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.
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 | 0.001 | 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 it