{"id":"W3012307018","doi":"10.1161/circoutcomes.119.005969","title":"Real-World Adherence and Persistence to Direct Oral Anticoagulants in Patients With Atrial Fibrillation","year":2020,"lang":"en","type":"review","venue":"Circulation Cardiovascular Quality and Outcomes","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":246,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; Institute for Work & Health","funders":"","keywords":"Medicine; Internal medicine; Atrial fibrillation; Apixaban; Observational study; Odds ratio; Persistence (discontinuity); Rivaroxaban; Warfarin","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02793118,0.0008196521,0.004118473,0.004869314,0.0003192775,0.002484651,0.001230338,0.001423021,0.00115752],"category_scores_gemma":[0.07023528,0.000728438,0.01164743,0.00733275,0.0008798452,0.001653995,0.001149423,0.001526786,0.0000921146],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001279115,"about_ca_system_score_gemma":0.001620202,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003456011,"about_ca_topic_score_gemma":0.005127145,"domain_scores_codex":[0.9684686,0.01415174,0.01138549,0.002207488,0.003463358,0.0003232726],"domain_scores_gemma":[0.8872699,0.07292169,0.03392301,0.002428649,0.003094108,0.0003626129],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"observational","study_design_scores_codex":[0.003476976,0.0001072239,0.2566465,0.2428254,0.4488841,0.0002143138,0.0005071649,0.001532436,0.0002520725,0.0006360664,0.000991191,0.04392669],"study_design_scores_gemma":[0.001598336,0.001071621,0.3118726,0.08191186,0.5891402,0.001213136,0.0005931549,0.001449983,0.0005167879,0.002374863,0.008084273,0.0001731655],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.06289086,0.9312353,0.001058185,0.001052044,0.0002171348,0.0001812837,0.00255379,0.00001299169,0.0007984712],"genre_scores_gemma":[0.7111372,0.2811965,0.002802755,0.001058536,0.0004567324,0.000615754,0.002574953,0.00001352283,0.0001440468],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02793118,"threshold_uncertainty_score":0.1477159,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1785623378796862,"score_gpt":0.3856952205627721,"score_spread":0.2071328826830859,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}