{"id":"W3014169293","doi":"10.1111/jce.14459","title":"Cryoballoon ablation for pulmonary vein isolation","year":2020,"lang":"en","type":"review","venue":"Journal of Cardiovascular Electrophysiology","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Montreal Heart Institute; BC Innovation Council; University of British Columbia","funders":"","keywords":"Medicine; Pulmonary vein; Ablation; Atrial fibrillation; Catheter ablation; Catheter; Percutaneous; Cryoablation; Isolation (microbiology); Cardiology; Radiology; Internal medicine; Surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004722057,0.0003310593,0.003625528,0.0003599403,0.00006015227,0.00001842964,0.0001501815,0.0003507758,0.00002239847],"category_scores_gemma":[0.0002918369,0.0002495288,0.006783216,0.0003660166,0.00002866189,0.0001154478,0.00003499977,0.0004138877,0.00002150878],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002209872,"about_ca_system_score_gemma":0.0003718628,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":9.865029e-7,"about_ca_topic_score_gemma":3.735546e-8,"domain_scores_codex":[0.9977281,0.0002830968,0.001061719,0.0002802882,0.0003896088,0.0002571923],"domain_scores_gemma":[0.9981472,0.0001786708,0.000933544,0.0002985214,0.0003323432,0.0001096736],"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":[0.0003595478,0.000009838843,0.00000209656,0.005127191,0.009704075,0.00009252477,0.000006160717,0.0001637392,0.0001499166,0.0002589514,0.0005820931,0.9835439],"study_design_scores_gemma":[0.0007175119,0.0009592905,0.00004429317,0.0008525556,0.01458325,0.000470597,0.000002582018,0.0001685116,0.000005249776,0.0002898384,0.9817163,0.0001900744],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001401496,0.9854102,0.01242149,0.0001960733,0.0006490503,0.001102048,0.000003788513,0.00002197296,0.0001813745],"genre_scores_gemma":[0.0001519022,0.9899852,0.001453572,0.00004957772,0.008010173,0.00000772608,0.0001427599,0.00006460669,0.0001344837],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9833538,"threshold_uncertainty_score":0.9999957,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06577651440232583,"score_gpt":0.3481701695735079,"score_spread":0.282393655171182,"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."}}