An evidence-based approach to prescribing NSAIDs in the treatment of osteoarthritis and rheumatoid arthritis: The Second Canadian Consensus Conference.
Bibliographic record
Abstract
The Second Canadian Consensus Conference was convened to discuss the latest developments in the management of osteoarthritis (OA) and rheumatoid arthritis (RA), and to make evidence-based recommendations, specifically regarding the use of nonsteroidal anti-inflammatory drugs (NSAIDs) for these indications in primary care practice. The recent availability of cyclo-oxygenase-2-specific inhibitors has raised questions as to their role in the pharmacological management of OA and RA, particularly in relation to conventional treatments such as acetaminophen and nonspecific NSAIDs (with or without misoprostol or proton pump inhibitors). The recommendations in this document, which were arrived at through critical review of data from published randomized, clinical trials, deal with treatments of choice, information to discuss with patients, use of NSAIDs in patients at risk for serious upper gastrointestinal complications, renal or hepatic impairment or congestive heart failure, appropriate follow-up, and the use of NSAIDs with anti- hypertensives, warfarin, low dose acetylsalicylic acid and other medications. The goal of these recommendations is to improve patient outcomes in the primary care setting by maximizing treatment efficacy and minimizing rates of adverse events.
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 | 0.001 | 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 | 0.000 |
| 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 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".