{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008693238,0.0004636055,0.003605725,0.0004235465,0.000109136,0.00009300689,0.00007484941,0.0001920718,0.00001224376],"category_scores_gemma":[0.0004304654,0.0003586369,0.001288704,0.0007968498,0.00006580135,0.0001850304,0.0001076592,0.0001812671,0.00001578305],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001616259,"about_ca_system_score_gemma":0.0001067205,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001992808,"about_ca_topic_score_gemma":0.00004788526,"domain_scores_codex":[0.9967886,0.0005012852,0.000891195,0.000795349,0.0007590525,0.0002644999],"domain_scores_gemma":[0.9985677,0.0003230116,0.0002845309,0.0004865331,0.0001105201,0.0002277105],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007687575,0.0000020862,0.643817,0.002812268,0.001306826,0.000006568042,0.00007541757,0.00008066495,2.025463e-8,0.00008011633,0.000003113586,0.351739],"study_design_scores_gemma":[0.001784616,0.00006545822,0.8082967,0.001331753,0.002849786,0.000002449067,0.00001896903,0.00002607312,4.566947e-8,0.000007903695,0.1852343,0.0003819233],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.03154287,0.9619559,0.0002078429,0.0003621579,0.0003437446,0.004892541,0.00006614728,0.0001460444,0.0004827279],"genre_scores_gemma":[0.07127333,0.9267707,0.0006155925,0.00009347017,0.0005660784,0.000007466276,0.0004468646,0.00007369332,0.0001527546],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.3513571,"threshold_uncertainty_score":0.9998866,"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."}}