{"id":"W2920498893","doi":"10.1016/s0735-1097(19)31148-9","title":"PRE- AND POST-TREATMENT WITH AMIODARONE FOR ELECTIVE ELECTRICAL CARDIOVERSION OF ATRIAL FIBRILLATION: A SYSTEMATIC REVIEW AND META-ANALYSIS","year":2019,"lang":"en","type":"review","venue":"Journal of the American College of Cardiology","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; Population Health Research Institute","funders":"","keywords":"Medicine; Amiodarone; Atrial fibrillation; Cardioversion; Sinus rhythm; Electrical cardioversion; Cardiology; Internal medicine; Anesthesia","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":[0.00406195,0.001991258,0.01327335,0.002639405,0.0004395587,0.002055949,0.001467113,0.001836376,0.00433309],"category_scores_gemma":[0.01294212,0.001219056,0.02867172,0.003200981,0.0005592774,0.001319028,0.001302785,0.002123623,0.000363252],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001333708,"about_ca_system_score_gemma":0.00202096,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004766849,"about_ca_topic_score_gemma":0.01623257,"domain_scores_codex":[0.9968578,0.0009795186,0.001192553,0.0004470943,0.0003561604,0.0001669593],"domain_scores_gemma":[0.9944535,0.003524761,0.001302826,0.0002403092,0.0003476108,0.0001309968],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.003481344,0.00006329933,0.004281626,0.30164,0.6746269,0.000127981,0.00008213335,0.0003222366,0.0003709651,0.0001010348,0.0006213788,0.01428118],"study_design_scores_gemma":[0.001061262,0.0002326849,0.003515034,0.01080533,0.9828513,0.00007115713,0.00003330971,0.00007886878,0.00007611533,0.0001181381,0.001133515,0.00002330552],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.007635165,0.9906434,0.000488517,0.0001520084,0.0002218937,0.0001801827,0.0003908257,0.00002547219,0.0002624667],"genre_scores_gemma":[0.2112978,0.78312,0.00202313,0.001449905,0.0003682254,0.000504325,0.0006815757,0.00003242258,0.0005227283],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01327335,"threshold_uncertainty_score":0.02148193,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06137079944801908,"score_gpt":0.3607587962698611,"score_spread":0.299387996821842,"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."}}