{"id":"W3027492459","doi":"10.1093/ehjcvp/pvaa052","title":"Methodological considerations for investigating oral anticoagulation persistence in atrial fibrillation","year":2020,"lang":"en","type":"review","venue":"European Heart Journal - Cardiovascular Pharmacotherapy","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Joseph’s Healthcare Hamilton; McMaster University; Impact; Boehringer Ingelheim (Canada)","funders":"","keywords":"Persistence (discontinuity); Medicine; Atrial fibrillation; Intensive care medicine; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.005140821,0.0004684743,0.002814554,0.0004066909,0.0003000839,0.0002039575,0.000110765,0.0001451047,0.0001293986],"category_scores_gemma":[0.001871592,0.0003844308,0.006716908,0.0004914278,0.000070668,0.0002186309,0.00004691443,0.0006629323,0.00005186737],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001972984,"about_ca_system_score_gemma":0.0002895704,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002099057,"about_ca_topic_score_gemma":2.105955e-7,"domain_scores_codex":[0.992834,0.004312725,0.001361672,0.000546487,0.0005914533,0.0003536338],"domain_scores_gemma":[0.9974666,0.001328329,0.0004626661,0.0002889347,0.0001736356,0.0002797978],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000106078,0.000003856356,0.0006929439,0.002076044,0.003949692,0.0001984549,0.0001813736,0.00251624,0.00008399063,0.00004860864,0.0008876954,0.989255],"study_design_scores_gemma":[0.003039873,0.0001544727,0.0003924847,0.001670932,0.003830042,0.001045981,0.00001933759,0.0007285916,0.00000779383,0.00008104654,0.9886654,0.000364051],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001039992,0.9898328,0.005394463,0.001108781,0.0008225322,0.002463737,0.00001306907,0.00008915562,0.0001714405],"genre_scores_gemma":[0.0002259707,0.9576536,0.03118027,0.0003679736,0.01031626,0.000003177801,0.00005988853,0.0001294824,0.00006338406],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9888909,"threshold_uncertainty_score":0.9998608,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6538836013044301,"score_gpt":0.4957609362226268,"score_spread":0.1581226650818033,"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."}}