Explorative study on the use of omalizumab in patients suffering from interstitial cystitis/bladder pain syndrome
Bibliographic record
Abstract
The aim of this study was to evaluate the efficacy of omalizumab in the treatment of Interstitial Cystitis/Bladder Pain Syndrome (IC/BPS), evaluated by visual analogue score for pain and urgency- frequency, O’Leary-Sant IC symptom and problem index questionnaire, Pain Urgency Frequency questionnaire and Patient Global Assessment questionnaire. Four female patients with a diagnosis of IC/BPS were included in the study, with an age between 20 and 39 years. In the first patient the subjective final evaluation was of a marked improvement. The second patient had a moderate improvement of the subjective final evaluation. The third patient considered her overall clinical situation to have slightly improved after treatment. One 32-year-old patient, with multiple allergies, discontinued treatment after 3 months and could not complete the study due to side effects. Omalizumab was subcutaneously administered to patients with IC/PBS; it induced both a subjective and objective improvement of symptoms in 2 patients enrolled in the study.
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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 | 0.001 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| 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 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".