{"id":"W2884677952","doi":"10.17554/j.issn.2309-6861.2018.05.148","title":"Non-Vitamin K Antagonist Oral Anticoagulants (NOAC) forStroke Prevention in Atrial Fibrillation and Valvular HeartDisease – Systematic Review","year":2018,"lang":"en","type":"article","venue":"Journal of Cardiology and Therapy","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; St. Paul's Hospital","funders":"","keywords":"Medicine; Atrial fibrillation; Warfarin; Internal medicine; Apixaban; Cardiology; valvular heart disease; Rivaroxaban; Dabigatran; Stroke (engine); Vitamin K antagonist; Mitral regurgitation; Stenosis; Population","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004049445,0.0009951072,0.00653349,0.006448615,0.0004030074,0.001466838,0.001178434,0.001345087,0.005449288],"category_scores_gemma":[0.01799785,0.0005579117,0.005200879,0.007094339,0.0005043062,0.001164073,0.000803149,0.0007026507,0.0003257307],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001762267,"about_ca_system_score_gemma":0.007193219,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006551826,"about_ca_topic_score_gemma":0.02037021,"domain_scores_codex":[0.9966826,0.001005698,0.001372117,0.0002442635,0.0005654503,0.0001299779],"domain_scores_gemma":[0.9852762,0.009932835,0.003404883,0.000182355,0.00103258,0.0001712231],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0002201426,0.00001412792,0.0007180878,0.9628425,0.009366994,0.00006345272,0.00006092873,0.00006605103,0.00009877851,0.0001220057,0.001351954,0.02507502],"study_design_scores_gemma":[0.0006592401,0.0003741007,0.00785886,0.8302476,0.1346746,0.0005208169,0.0001303181,0.0001259635,0.0001967061,0.0003438569,0.02483189,0.00003602702],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0008967763,0.9981782,0.0000658301,0.0001231453,0.00006135689,0.0001567565,0.0002794066,0.000004763571,0.0002338041],"genre_scores_gemma":[0.01264622,0.9857959,0.0003857809,0.0003480582,0.00008433976,0.0003204953,0.0002608226,0.00000299767,0.000155562],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006551826,"threshold_uncertainty_score":0.02141577,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04699709247724971,"score_gpt":0.3595894929084571,"score_spread":0.3125924004312074,"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."}}