Warfarin Dose Assessment Every 4 Weeks Versus Every 12 Weeks in Patients With Stable International Normalized Ratios
Bibliographic record
Abstract
BACKGROUND: Guidelines recommend that patients receiving warfarin undergo international normalized ratio (INR) monitoring every 4 weeks. OBJECTIVE: To investigate whether assessment of warfarin dosing every 12 weeks is as safe as assessment every 4 weeks. DESIGN: Noninferiority randomized trial. The randomization schedule (in a 1:1 ratio) was computer-generated, and allocation was concealed until the database was locked by using a centralized schedule. Patients, study and clinical personnel, adjudicators of clinical events, and the study statistician were blinded to treatment assignment. (ClinicalTrials.gov registration number: NCT00356759) SETTING: Single center in Hamilton, Ontario, Canada. PATIENTS: 250 patients receiving long-term warfarin therapy, whose dose was unchanged for at least 6 months; 226 completed the study. INTERVENTION: Dosing assessment every 12 weeks (n = 124) compared with every 4 weeks (n = 126) for 12 months. Patients in the 12-week group were tested every 4 weeks; sham INRs within the target range were reported for two of the three 4-week periods. MEASUREMENTS: Percentage of time in the therapeutic range (primary outcome) and number of extreme INRs, changes in maintenance dose, major bleeding events, objectively verified thromboembolism, and death (secondary outcomes). RESULTS: The percentage of time in the therapeutic range was 74.1% (SD, 18.8%) in the 4-week group compared with 71.6% (SD, 20.0%) in the 12-week group (absolute difference, 2.5 percentage points [1-sided 97.5% upper confidence bound, 7.3 percentage points]; noninferiority P = 0.020 for a 7.5-percentage point margin). Fewer patients in the 12-week group than in the 4-week group had any dose changes (37.1% vs. 55.6%; absolute difference, 18.5 percentage points [95% CI, 6.1 to 30.0 percentage points]; P = 0.004). Secondary outcomes did not differ between groups. LIMITATIONS: Patients in the 12-week group had testing and contact with clinic staff every 4 weeks. The study was conducted at a single center and used surrogate outcomes. CONCLUSION: Assessment of warfarin dosing every 12 weeks seems to be safe and noninferior to assessment every 4 weeks. A comparison of INR testing, patient contact, and warfarin dose assessment every 12 weeks versus every 4 weeks is necessary before INR testing every 12 weeks can be routinely recommended for practice. PRIMARY FUNDING SOURCE: Physicians' Services Incorporated Foundation.
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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 | 0.003 | 0.006 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.002 | 0.001 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.002 | 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".