{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005836386,0.0005695082,0.00105403,0.001870087,0.0002005344,0.000794093,0.0004866091,0.000604491,0.003763675],"category_scores_gemma":[0.001043244,0.0001548562,0.0009463306,0.001043242,0.0003560243,0.0007290675,0.0004616155,0.00115595,0.001217789],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002962089,"about_ca_system_score_gemma":0.000605325,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006354686,"about_ca_topic_score_gemma":0.001279775,"domain_scores_codex":[0.9997714,0.00004329945,0.00004866264,0.00004899475,0.00007030634,0.00001737814],"domain_scores_gemma":[0.9995947,0.0002576574,0.0000752876,0.000008517264,0.00004823082,0.00001549246],"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":[0.00009200942,0.00005734945,0.0003942553,0.0271212,0.0002053933,0.0002694854,0.00004975076,0.0001778189,0.001388077,0.001509589,0.01434766,0.9543875],"study_design_scores_gemma":[0.0000901021,0.0003645931,0.006234658,0.03243919,0.001090195,0.01336434,0.0001227551,0.0002980221,0.001225193,0.003132483,0.9415913,0.00004722257],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001393716,0.9990495,0.00009721489,0.0001080909,0.00008467177,0.000003507295,0.000007531542,0.000003602854,0.0005065309],"genre_scores_gemma":[0.001416627,0.997861,0.0001822795,0.0001660294,0.0001420992,0.000006867363,0.00001930335,0.000001430535,0.0002042929],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003763675,"threshold_uncertainty_score":0.01259077,"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."}}