{"id":"W125571017","doi":"10.1503/cmaj.1031364","title":"Atrial fibrillation","year":2004,"lang":"en","type":"review","venue":"Canadian Medical Association Journal","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Atrial fibrillation; Medicine; Mechanism (biology); Supraventricular arrhythmia; Intensive care medicine; Cardiology; Philosophy; Epistemology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0003337022,0.0006742496,0.001067912,0.001327301,0.0003705176,0.0009090625,0.0007113524,0.001102946,0.01208596],"category_scores_gemma":[0.0009832494,0.0001290714,0.000355759,0.001353398,0.0003104222,0.0006265478,0.0004910287,0.0008583303,0.01561761],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003967092,"about_ca_system_score_gemma":0.0009144546,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001551843,"about_ca_topic_score_gemma":0.002385829,"domain_scores_codex":[0.9996926,0.00004857164,0.00003493902,0.00005136302,0.0001441192,0.00002855009],"domain_scores_gemma":[0.9997591,0.00007117493,0.00003462542,0.00001451118,0.00009408325,0.00002645351],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002521092,0.000027361,0.0002249829,0.002694997,0.00003409678,0.0002399787,0.00004016801,0.000066042,0.000659431,0.001529694,0.05495832,0.9394997],"study_design_scores_gemma":[0.00001687249,0.00004464416,0.001493207,0.002208884,0.00004120999,0.004200169,0.00004891157,0.00003273274,0.000311333,0.001386833,0.9902059,0.00000917234],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003220931,0.9739175,0.0006671636,0.0008961356,0.0011412,0.00002580122,0.00008950176,0.00004538554,0.02289512],"genre_scores_gemma":[0.00397593,0.9801901,0.0007873438,0.000962645,0.0009438052,0.00003554142,0.0002311273,0.000006084811,0.01286738],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01208596,"threshold_uncertainty_score":0.04043162,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0520913385958713,"score_gpt":0.3520251050340296,"score_spread":0.2999337664381583,"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."}}