Fondaparinux or Enoxaparin for the Initial Treatment of Symptomatic Deep Venous Thrombosis
Bibliographic record
Abstract
BACKGROUND: The current standard initial therapies for deep venous thrombosis are low-molecular-weight heparin and unfractionated heparin. In a dose-ranging study of patients with symptomatic deep venous thrombosis, fondaparinux had efficacy and a safety profile similar to those of low-molecular-weight heparin (dalteparin). OBJECTIVE: To evaluate whether fondaparinux has efficacy and safety similar to those of enoxaparin in patients with deep venous thrombosis. DESIGN: Randomized, double-blind study. SETTING: 154 centers worldwide. PATIENTS: 2205 patients with acute symptomatic deep venous thrombosis. INTERVENTION: Fondaparinux, 7.5 mg (5.0 mg in patients weighing <50 kg and 10.0 mg in patients weighing >100 kg) subcutaneously once daily, or enoxaparin, 1 mg/kg of body weight, subcutaneously twice daily for at least 5 days and until vitamin K antagonists induced an international normalized ratio greater than 2.0. MEASUREMENTS: The primary efficacy outcome was the 3-month incidence of symptomatic recurrent venous thromboembolic complications. The main safety outcomes were major bleeding during initial treatment and death. An independent, blinded committee adjudicated all outcomes. RESULTS: 43 (3.9%) of 1098 patients randomly assigned to fondaparinux had recurrent thromboembolic events compared with 45 (4.1%) of 1107 patients randomly assigned to enoxaparin (absolute difference, -0.15 percentage point [95% CI, -1.8 to 1.5 percentage points]). Major bleeding occurred in 1.1% of patients receiving fondaparinux and 1.2% of patients receiving enoxaparin. Mortality rates were 3.8% and 3.0%, respectively. LIMITATIONS: Follow-up was incomplete in 0.4% of fondaparinux-treated patients and 1.0% of enoxaparin-treated patients. CONCLUSIONS: Once-daily subcutaneous fondaparinux was at least as effective (not inferior) and safe as twice-daily, body weight-adjusted enoxaparin in the initial treatment of patients with symptomatic deep venous thrombosis.
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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 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 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 | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.003 | 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".