{"id":"W2105454146","doi":"10.1161/circulationaha.111.019893","title":"Atrial Fibrillation Pathophysiology","year":2011,"lang":"en","type":"review","venue":"Circulation","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":852,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal Heart Institute","funders":"Canadian Institutes of Health Research; Université de Montréal; AstraZeneca","keywords":"Medicine; Atrial fibrillation; Reentry; Cardiology; Cardiac arrhythmia; Population; Pathophysiology; Internal medicine; Neuroscience; Intensive care medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0005082451,0.001102871,0.001183688,0.001215439,0.0004299399,0.001523478,0.0008581218,0.001799739,0.003853694],"category_scores_gemma":[0.0008615067,0.0002259349,0.0005163338,0.0009881529,0.0008953285,0.001417012,0.00077607,0.001898156,0.003615515],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006189623,"about_ca_system_score_gemma":0.001345329,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007406905,"about_ca_topic_score_gemma":0.0008197614,"domain_scores_codex":[0.9996837,0.00007359347,0.00005154496,0.00005293752,0.000114175,0.00002396629],"domain_scores_gemma":[0.9997221,0.0001233016,0.00004143319,0.00001290438,0.00007938858,0.00002086048],"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":[0.000048973,0.00006435477,0.000380147,0.008621296,0.00006660105,0.0007015076,0.00021855,0.0003832652,0.002387612,0.01476672,0.05991323,0.9124477],"study_design_scores_gemma":[0.00001837599,0.00006634554,0.0009796958,0.003013153,0.00004186696,0.006003546,0.00009972638,0.0001450646,0.0004438561,0.01098859,0.9781822,0.00001749734],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002120258,0.9908947,0.00070801,0.001272746,0.001184007,0.00001399462,0.00002072568,0.00001896313,0.005674946],"genre_scores_gemma":[0.002802029,0.9898782,0.000916067,0.001057999,0.001518175,0.0000260196,0.00004480551,0.000004511953,0.00375213],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003853694,"threshold_uncertainty_score":0.01289195,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1558145796136173,"score_gpt":0.3803583910210889,"score_spread":0.2245438114074716,"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."}}