Bibliographic record
Abstract
Results from the PROWESS-SHOCK trial showed no benefit for patients receiving Xigris compared to those who did not receive it.Hospitals and pharmacies are instructed to return any strength or package size of Xigris to their suppliers.The Lilly Canada Customer Response Center at 1-888-545-5972 may be accessed for further queries.Actonel DR (risedronate sodium enteric-coated, delayedrelease 35 mg tablets by Warner Chilcott Canada Co.) is indicated for the treatment of postmenopausal osteoporosis.Because a higher incidence of upper abdominal pain was observed in patients taking Actonel DR in a fasted state, advise patients to take Actonel DR in the morning with breakfast.Instruct patients to swallow the tablets whole, while in an upright position, with at least 120 mL of water and not to lie down for at least 30 minutes after administration.Advise patients to take their calcium supplements at a different time as they may interfere with Actonel DR's absorption.The recommended dose of Actonel DR is 35 mg, once a week.Banzel (rufinamide 100 mg, 200 mg, 400 mg tablets by Eisai Ltd.) is indicated for adjunctive treatment of seizures associated with Lennox-Gastaut syndrome in children $4 years and adults.Contraindications include patients with familial short QT syndrome, as well as a history or family history of this.Common side effects include somnolence and vomiting.Banzel is not
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 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 | 0.004 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.003 | 0.001 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.003 | 0.003 |
| Insufficient payload (model declined to judge) | 0.258 | 0.122 |
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".