Confirmation of the Safety and Efficacy of the Kovacs 10 mg Warfarin Initiation Nomogram for Venous Thromboembolism and Derivation of a Rule To Predict the Weekly Maintenance Dose.
Notice bibliographique
Résumé
Abstract Background: Initiation of oral anticoagulant therapy for acute venous thromboembolism requires balancing the need for rapid anticoagulation with the risk of major bleeding. The optimal means of initiating warfarin therapy in the outpatient setting remains controversial. We have previously demonstrated the efficacy of a 10 mg initiation nomogram in comparison to a 5 mg nomogram in a published RCT (Kovacs et al. 2003). Although this nomogram is used in many centres, some are still reluctant to use it due to a fear of potential increased bleeding. Objective: To validate the safety and efficacy of the Kovacs 10 mg warfarin initiation nomogram and to identify patient-specific factors predictive of a maintenance warfarin dose. Methods: We performed a retrospective chart review of 430 consecutive patients who were treated prospectively according to the Kovacs nomogram in the outpatient thromboembolism clinic of a tertiary care hospital. Data were analyzed for 90 days following the initiation of anticoagulation. All patients were treated with standard subcutaneous LMWH for 5 to 7 days and warfarin for a minimum of 3 months. Major bleeding and recurrent venous thromboembolism were defined according to standard criteria. Results: 408 of 430 patients were followed for at least 90 days. Six patients (1.5%) experienced recurrent thrombosis, 3 (1%) suffered a major bleeding event, and 3 (1%) suffered a minor bleeding event requiring treatment with vitamin K. There were no deaths related to thrombosis or bleeding. Three patients died from unrelated causes. Ninety percent of the 297 patients who adhered to the nomogram achieved a therapeutic INR by day 5. Only 8 (2.7%) of patients who adhered to the nomogram had an INR measurement of ≥ 5.0 in the first 8 days of therapy. None of these suffered a major or minor bleed. The most common reason for non-adherence to the nomogram was failure to get an INR test on the days specified, due to the unavailability of testing on weekends and holidays or to patient non-compliance. On univariate analysis, six factors were found to be significantly associated (p < 0.05) with the weekly maintenance warfarin dose: Day 3 INR, weight, age, creatinine, gender, and presence of malignancy. The day 3 INR was inversely related to the maintenance dose and was the most predictive factor (R2 = 0.397). Multivariate regression was performed using the above six variables. Gender and presence of malignancy were removed from the model because they did not meet the criteria for significance (p < 0.10). Regression using the remaining variables generated the following model: Weekly maintenance dose = 63.835/(Day 3 INR) − 0.265(Age) + 0.115(Weight) − 0.061(Creatinine) + 8.126. R2 = 0.515. Conclusions: The Kovacs 10 mg nomogram results in the rapid achievement of a therapeutic INR without a high incidence of bleeding events. The day 3 INR is strongly predictive of the required maintenance dose. If prospectively validated, our maintenance dose model would provide a simple means of estimating the appropriate maintenance dose using readily available information and without a need for genetic testing.
Récupéré en direct depuis OpenAlex et désinversé. Les résumés ne sont pas conservés dans cette base de données : les index inversés représentent 8,6 Go des 9,3 Go de texte de la base, et le serveur dispose de 13 Go libres.
Comment cette classification a été obtenuedéplier
Prédiction machine sur la base complète
Imitation des enseignantsNi prévalence calibrée, ni vérité terrain. Validation humaine à venir. Le volet Gemma est une étiquette directe du modèle pour chaque travail de la base, lue sur la notice réduite au titre. Le volet Codex est un classifieur appris des 10 348 étiquettes directes de Codex et calibré sur les taux pondérés de l'échantillon; les champs sans appui suffisant ne portent aucun appel Codex. Le mode candidate est l'union des deux volets; le consensus est leur intersection. Ces sorties portent le statut machine_predicted_unvalidated et ne sont pas des étiquettes humaines.
Scores du classifieur distillé par catégorie (deux têtes)
| Catégorie | Codex | Gemma |
|---|---|---|
| Métarecherche | 0,018 | 0,049 |
| Méta-épidémiologie (sens strict) | 0,000 | 0,000 |
| Méta-épidémiologie (sens large) | 0,001 | 0,001 |
| Bibliométrie | 0,002 | 0,001 |
| Études des sciences et des technologies | 0,000 | 0,001 |
| Communication savante | 0,001 | 0,001 |
| Science ouverte | 0,001 | 0,000 |
| Intégrité de la recherche | 0,001 | 0,001 |
| Charge utile insuffisante (le modèle a refusé de juger) | 0,001 | 0,000 |
Scores machine (provisoires)
Les deux têtes enseignantes du modèle étudiant, lues sur ce travail. Un score ordonne la base pour la relecture; il n'affirme jamais une catégorie, et le statut de validation accompagne chaque rangée tel quel.
Scores de référence d'un modèle non mature (critères de maturité non atteints, 7 itérations). Un score ordonne; il n'affirme jamais une catégorie.
score_only:v0-immature-baseline · tel quel depuis la passe de notation : score_only signifie que le nombre peut ordonner les travaux, et qu'aucune étiquette de catégorie n'en découleClassification
machine, non validéePrédiction automatique; un appel candidat d’une seule source (Gemma direct ou Codex distillé), pas un consensus.
Le détail, modèle par modèle et score par score, se trouve en fin de page sous « Comment cette classification a été obtenue ».