Recommendations and Associated Levels of Evidence for Statin Use in Primary Prevention of Cardiovascular Disease: A Comparison at Population Level of the American Heart Association/American College of Cardiology/Multisociety, US Preventive Services Task Force, Department of Veterans Affairs/Department of Defense, Canadian Cardiovascular Society, and European Society of Cardiology/European Atherosclerosis Society Clinical Practice Guidelines
Notice bibliographique
Résumé
BACKGROUND: Despite using identical evidence to support practice guidelines for lipid-lowering treatment in primary prevention of cardiovascular disease (CVD), it is unclear to what extent the 2018 American Heart Association/American College of Cardiology/Multisociety, 2016 US Preventive Services Task Force (USPSTF), 2020 Department of Veterans Affairs/Department of Defense, 2021 Canadian Cardiovascular Society, and 2019 European Society of Cardiology/European Atherosclerosis Society guidelines differ in grading and assigning levels of evidence and classes of recommendations (LOE/class) at a population level. METHODS: We included 7262 participants, aged 45 to 75 years, without history of CVD from the prospective population-based Rotterdam Study. Per guideline, proportions of the population recommended statin therapy by LOE/class, sensitivity and specificity for CVD events, and numbers needed to treat at 10 years were calculated. RESULTS: Mean age was 61.1 (SD 6.9) years; 58.2% were women. American Heart Association/American College of Cardiology/Multisociety, USPSTF, Department of Veterans Affairs/Department of Defense, Canadian Cardiovascular Society, and European Society of Cardiology/European Atherosclerosis Society strongly recommended statin initiation in respective 59.4%, 40.2%, 45.2%, 73.7%, and 42.1% of the eligible population based on high-quality evidence. Sensitivity for CVD events for treatment recommendations supported with strong LOE/class was 86.3% for American Heart Association/American College of Cardiology/Multisociety (IA or IB), 69.4% for USPSTF (USPSTF-B), 74.5% for Department of Veterans Affairs/Department of Defense (strong for), 93.3% for Canadian Cardiovascular Society (strong), and 66.6% for European Society of Cardiology/European Atherosclerosis Society (IA). Specificity was highest for the USPSTF at 45.3% and lowest for European Society of Cardiology/European Atherosclerosis Society at 10.0%. Estimated numbers needed to treat at 10 years for those with the strongest LOE/class were ranging from 20 to 26 for moderate-intensity and 12 to 16 for high-intensity statins. CONCLUSIONS: Sensitivity, specificity, and numbers needed to treat at 10 years for assigned LOE/class varied greatly among 5 CVD prevention guidelines. The level of variability seems to be driven by differences in how the evidence is graded and translated into LOE/class underlying the treatment recommendations by different professional societies. Efforts towards harmonizing evidence grading systems for clinical guidelines in primary prevention of CVD may reduce ambiguity and reinforce updated evidence-based recommendations.
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 distillée sur la base complète
Imitation des enseignantsNi prévalence calibrée, ni vérité terrain. Validation humaine à venir. Apprise à partir de 10 348 étiquettes directes de Codex et de 10 348 étiquettes directes de Gemma. Le mode candidate est l'union des têtes enseignantes seuillées; le consensus est leur intersection. Ces sorties portent le statut machine_predicted_unvalidated et ne sont ni des étiquettes humaines ni des étiquettes directes de modèles de pointe.
Scores Codex et Gemma par catégorie
| Catégorie | Codex | Gemma |
|---|---|---|
| Métarecherche | 0,014 | 0,002 |
| Méta-épidémiologie (sens strict) | 0,000 | 0,000 |
| Méta-épidémiologie (sens large) | 0,004 | 0,007 |
| Bibliométrie | 0,000 | 0,001 |
| Études des sciences et des technologies | 0,000 | 0,001 |
| Communication savante | 0,000 | 0,000 |
| Science ouverte | 0,000 | 0,000 |
| Intégrité de la recherche | 0,000 | 0,000 |
| Charge utile insuffisante (le modèle a refusé de juger) | 0,000 | 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 tête enseignante, 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 ».