{"id":"W2889015096","doi":"10.1093/eurheartj/ehy564.360","title":"360Role of cardioversion in the management of non-valvular atrial fibrillation: insights from the GARFIELD-AF registry","year":2018,"lang":"en","type":"article","venue":"European Heart Journal","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Novartis Pharmaceuticals Corporation","keywords":"Medicine; Atrial fibrillation; Cardioversion; Cardiology; Internal medicine; Management of atrial fibrillation","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":[0.004856458,0.0001639084,0.0004388523,0.001492966,0.0002939302,0.001148101,0.0004859883,0.0004108934,0.001348063],"category_scores_gemma":[0.01301193,0.0001253764,0.0004294931,0.003615991,0.0002691469,0.0008259144,0.0007624577,0.0006288871,0.0002680371],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004779422,"about_ca_system_score_gemma":0.001137697,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003345882,"about_ca_topic_score_gemma":0.006218416,"domain_scores_codex":[0.9967301,0.001275964,0.000490176,0.0004437505,0.0007598897,0.0003002398],"domain_scores_gemma":[0.9837487,0.004026311,0.009016745,0.001053001,0.0010241,0.001131195],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002913747,0.00004831001,0.9849353,0.00006017527,0.00006598116,0.0001027447,0.00009425585,0.0001034727,0.00005446995,0.0002030648,0.002282993,0.01175792],"study_design_scores_gemma":[0.00005372657,0.0001034813,0.9949045,0.000110994,0.00009772219,0.0005672802,0.0002448451,0.0004964796,0.0000779477,0.0002382272,0.003090936,0.00001394685],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9787524,0.006625965,0.0005100152,0.002426123,0.00007729259,0.00004760663,0.006514902,0.00003164729,0.005014066],"genre_scores_gemma":[0.9886957,0.003426114,0.0006491588,0.0004027837,0.0001937427,0.00005153536,0.006198302,0.00001614741,0.0003664468],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004856458,"threshold_uncertainty_score":0.0256837,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05641024702527066,"score_gpt":0.3215179643483281,"score_spread":0.2651077173230574,"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."}}