{"id":"W2979880696","doi":"10.1016/j.cjca.2019.07.604","title":"PRESCRIPTION OF ORAL ANTICOAGULATION IN PATIENTS WITH A PRIMARY OR SECONDARY DIAGNOSIS OF ATRIAL FIBRILLATION WHO ATTEND THE EMERGENCY DEPARTMENT","year":2019,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Atrial fibrillation; Emergency department; Internal medicine; Heart failure; Medical prescription; Stroke (engine); Myocardial infarction; Pericarditis; Referral; Pediatrics; Cardiology; Emergency medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002202915,0.0001144665,0.0003529376,0.0006068919,0.0004604619,0.0006416439,0.0002216208,0.0007503164,0.004244748],"category_scores_gemma":[0.004033305,0.0001368962,0.0005299374,0.0008513076,0.0001684564,0.000350715,0.0002733412,0.001034065,0.000192507],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005684131,"about_ca_system_score_gemma":0.001351499,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01604013,"about_ca_topic_score_gemma":0.03516004,"domain_scores_codex":[0.9995015,0.00008702803,0.00007042564,0.00006025887,0.0001446175,0.0001361997],"domain_scores_gemma":[0.9982187,0.0004360033,0.0007986517,0.00003014812,0.0001246471,0.0003917763],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000233147,0.0001353312,0.9907982,0.00006920712,0.00006784893,0.0005879138,0.00008788933,0.00003828908,0.0001087331,0.00008601014,0.001185762,0.006601737],"study_design_scores_gemma":[0.00004354897,0.0001148143,0.9960687,0.0001253013,0.00006833544,0.001653317,0.000586623,0.0002716409,0.00004140025,0.0001331705,0.0008840624,0.00000909213],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.983619,0.003034703,0.00007923901,0.002208939,0.0002208866,0.0000296508,0.0007916133,0.000006332416,0.01000959],"genre_scores_gemma":[0.9966846,0.001338619,0.0001137839,0.0006701529,0.0002390881,0.00001362693,0.000414175,0.000002389096,0.0005235078],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01604013,"threshold_uncertainty_score":0.03189355,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02628805650030581,"score_gpt":0.2670617008685375,"score_spread":0.2407736443682317,"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."}}