{"id":"W2470699823","doi":"10.1016/j.ahj.2016.06.009","title":"Oral anticoagulant prescription for atrial fibrillation in the Veterans Administration Health System: National and international differences","year":2016,"lang":"en","type":"editorial","venue":"American Heart Journal","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Atrial fibrillation; Antithrombotic; Internal medicine; Cardiology; Coronary artery disease; Medical prescription; Catheter ablation; Heart Rhythm; Stroke (engine); Pharmacology","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":[0.009615703,0.002555858,0.005266203,0.003816545,0.00205683,0.00684488,0.002871431,0.01147686,0.004939136],"category_scores_gemma":[0.04302196,0.001359484,0.003376364,0.003508766,0.001451969,0.003134006,0.0009928439,0.01591236,0.002215778],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002654997,"about_ca_system_score_gemma":0.004719585,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006147061,"about_ca_topic_score_gemma":0.0163058,"domain_scores_codex":[0.9944793,0.0009851964,0.001516599,0.0005386392,0.002179647,0.0003004989],"domain_scores_gemma":[0.9594227,0.0259727,0.003166557,0.0006345731,0.008721399,0.002082082],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001237164,0.00004648284,0.001040421,0.001390085,0.0003408428,0.0001843281,0.00005271708,0.00005848353,0.00004458966,0.0002347554,0.984453,0.01203058],"study_design_scores_gemma":[0.00106525,0.0002546195,0.0264468,0.009115458,0.003486821,0.001157934,0.0009271593,0.001096658,0.0004022959,0.002036841,0.9538223,0.0001880686],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0003616347,0.01315983,0.00007923455,0.04466543,0.940573,0.00002234998,0.0003424528,0.0000316224,0.0007644795],"genre_scores_gemma":[0.001747407,0.01167888,0.0001062438,0.01654109,0.9677362,0.0000268305,0.0001210561,0.000020382,0.002021969],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.01147686,"threshold_uncertainty_score":0.05085331,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08757344079697506,"score_gpt":0.4137333418905048,"score_spread":0.3261599010935297,"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."}}