{"id":"W2149549431","doi":"10.1586/14779072.2015.1011128","title":"Catheter ablation for asymptomatic atrial fibrillation?","year":2015,"lang":"en","type":"article","venue":"Expert Review of Cardiovascular Therapy","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Southlake Regional Health Center","funders":"","keywords":"Medicine; Ablation; Atrial fibrillation; Asymptomatic; Catheter ablation; Cardiology; Stroke (engine); Internal medicine; Surgery","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":[0.001528082,0.0003773218,0.00153919,0.001001276,0.0001564613,0.0009051792,0.0006651011,0.001858678,0.003521196],"category_scores_gemma":[0.002391756,0.0001526767,0.0006602662,0.0006591002,0.0005727346,0.001162665,0.0003662058,0.001705747,0.001527163],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003876276,"about_ca_system_score_gemma":0.0006769145,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009096577,"about_ca_topic_score_gemma":0.002285945,"domain_scores_codex":[0.9995777,0.000169115,0.00005959456,0.0000606688,0.000108626,0.00002431205],"domain_scores_gemma":[0.9991335,0.000518284,0.0001452429,0.00002242813,0.0001342806,0.00004640405],"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":[0.0001253117,0.00009794289,0.0006713254,0.01429538,0.0002485743,0.0004418031,0.0001418974,0.0001365531,0.000803932,0.0088878,0.07359885,0.9005507],"study_design_scores_gemma":[0.0002543318,0.0003513951,0.004416221,0.02892969,0.0004471458,0.006416486,0.0002668591,0.0001845127,0.000327962,0.01314977,0.9452083,0.00004748301],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001900144,0.9907603,0.0001572597,0.006741426,0.0008260442,0.000004331405,0.000007964319,0.000003612307,0.001309043],"genre_scores_gemma":[0.002714947,0.9891516,0.000388186,0.004461473,0.002495145,0.00001047631,0.00001679308,0.000002766867,0.0007586441],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003521196,"threshold_uncertainty_score":0.01177961,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08170639071315883,"score_gpt":0.3719026718092239,"score_spread":0.2901962810960651,"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."}}