{"id":"W2038441288","doi":"10.1016/j.hrthm.2014.05.033","title":"Primary prevention PVI for atrial fibrillation—Weighing the risks and benefits","year":2014,"lang":"en","type":"letter","venue":"Heart Rhythm","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Atrial fibrillation; Primary prevention; Atrial flutter; Intensive care medicine; Isolation (microbiology); Sudden death; Cardiology; Medical emergency; Internal medicine; Disease","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":[0.003965484,0.0004981278,0.001658138,0.0008356089,0.002772394,0.003441,0.001272145,0.03750404,0.005504516],"category_scores_gemma":[0.03489351,0.0005150131,0.001284241,0.0008358175,0.002194269,0.004218059,0.001455772,0.03613958,0.002896237],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003459565,"about_ca_system_score_gemma":0.004043668,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00446301,"about_ca_topic_score_gemma":0.009972892,"domain_scores_codex":[0.9961579,0.001428764,0.0005870472,0.0003815332,0.001068885,0.0003757822],"domain_scores_gemma":[0.9811823,0.01153264,0.001029857,0.0004527967,0.002597908,0.003204536],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003704969,0.0002546703,0.007341532,0.000181316,0.0001276462,0.003439083,0.0001806532,0.0002321907,0.000472751,0.006587066,0.9117953,0.06901733],"study_design_scores_gemma":[0.002268291,0.00100867,0.0235831,0.00395702,0.0006226318,0.02295985,0.002149715,0.004228585,0.001051685,0.1004947,0.8372297,0.0004461106],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0007592351,0.002241309,0.00009319826,0.9879231,0.007429361,0.000004797309,0.00002597847,0.000009932524,0.001513182],"genre_scores_gemma":[0.01348033,0.004699118,0.0005603536,0.8644235,0.1148687,0.00002831505,0.00004487718,0.00001529799,0.001879479],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03750404,"threshold_uncertainty_score":0.02510095,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1253766366924837,"score_gpt":0.3497871247299851,"score_spread":0.2244104880375015,"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."}}