Bibliographic record
Abstract
Omalizumab is a recombinant humanized monoclonal antibody. Use of omalizumab is reported to benefit significantly patients with inadequately controlled moderate-to-severe persistent allergic asthma that is not controlled with high-dose inhaled corticosteroids. However, recent studies suggest that omalizumab might play an important role in the treatment of other potentially IgE mediated disease processes including: urticaria and angioedema, atopic dermatitis, allergic rhinitis, nasal polyposis and severe ocular allergies. Furthermore, addition of omalizumab to immunotherapy protocols is reported to be highly advantageous. Although omalizumab is generally well tolerated, reports on potential anaphylactic reactions as well as an association with Churg-Strauss syndrome necessitate close monitoring. The data reviewed are discussed with the aim of underlining unmet needs and making recommendations for future studies on omalizumab use. This might better guide future clinical practice regarding omalizumab treatment. This review article also discussed some patent related to the field.
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.
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) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.002 | 0.002 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.000 | 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 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".