{"id":"W2545521572","doi":"10.1371/journal.pone.0164076","title":"Quality of Vitamin K Antagonist Control and 1-Year Outcomes in Patients with Atrial Fibrillation: A Global Perspective from the GARFIELD-AF Registry","year":2016,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":157,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Daiichi Sankyo Europe; National Institutes of Health; Bayer HealthCare; Sanofi; AstraZeneca; Pfizer","keywords":"Medicine; Atrial fibrillation; Vitamin K antagonist; Internal medicine; Stroke (engine); Transthyretin; Confounding; Warfarin; Observational study; Embolism; Population; Management of atrial fibrillation; Cardiology","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":[],"consensus_categories":[],"category_scores_codex":[0.0001573468,0.0001058734,0.0004201329,0.00002224626,0.00003698274,0.00001306859,0.00004986345,0.000056653,0.00005749532],"category_scores_gemma":[0.0007402889,0.00005478572,0.00007658803,0.00009729827,0.0001009937,0.00007644486,0.00003245573,0.00004358742,0.000005477343],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008829199,"about_ca_system_score_gemma":0.00003257852,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003332399,"about_ca_topic_score_gemma":0.0001157225,"domain_scores_codex":[0.9989445,0.00008365073,0.000284736,0.0001944914,0.0003807029,0.0001119572],"domain_scores_gemma":[0.9988317,0.000563257,0.0001807538,0.000246991,0.0001362289,0.00004103153],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002618001,0.00002877826,0.9948377,0.00001546803,0.0004378601,7.566262e-7,0.0001016072,4.448533e-7,0.0001273078,0.001588193,0.00002590956,0.0002179875],"study_design_scores_gemma":[0.01122885,0.0002019465,0.9875741,0.0001204171,0.0001652066,5.559719e-8,0.000263833,0.000005231869,0.00003876771,0.0002818609,0.00004067936,0.00007908321],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9882135,0.00006318605,0.00005991481,0.01012779,0.00003374284,0.0006317979,0.0001492084,0.0000187469,0.0007021271],"genre_scores_gemma":[0.9990005,0.00002587529,0.0002994664,0.00008509866,0.0003481009,6.723417e-7,0.000009062373,0.000006602556,0.0002246014],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01078703,"threshold_uncertainty_score":0.2234097,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04609060937647123,"score_gpt":0.3003008405164672,"score_spread":0.254210231139996,"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."}}