{"id":"W3018877468","doi":"10.1016/j.hroo.2020.02.004","title":"Cryoablation for atrial fibrillation","year":2020,"lang":"en","type":"review","venue":"Heart Rhythm O2","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal Heart Institute; Université de Montréal; BC Innovation Council; University of British Columbia","funders":"Michael Smith Health Research BC; Medtronic","keywords":"Cryoablation; Pulmonary vein; Context (archaeology); Ablation; Atrial fibrillation; Medicine; Isolation (microbiology); Catheter ablation; Focus (optics); Radiofrequency ablation; Computer science; Medical physics; Cardiology","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":[0.0006905355,0.0006670331,0.001295975,0.003016154,0.0002552906,0.0008820263,0.0006408457,0.0007819661,0.00552231],"category_scores_gemma":[0.001841652,0.0001686698,0.001228882,0.002263996,0.0003502162,0.0008454299,0.0006531564,0.001114198,0.001115617],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004580534,"about_ca_system_score_gemma":0.0009859495,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001216503,"about_ca_topic_score_gemma":0.002214577,"domain_scores_codex":[0.9996308,0.00008605545,0.00008982885,0.00005603742,0.0001163575,0.00002086856],"domain_scores_gemma":[0.99921,0.0005158378,0.0001586762,0.00001517085,0.00008016252,0.00002011678],"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":[0.00006312472,0.00004384623,0.0002391161,0.09774074,0.0004127987,0.0001493476,0.00007789788,0.0001664527,0.0005909193,0.0014702,0.0189249,0.8801207],"study_design_scores_gemma":[0.00006792713,0.0001939191,0.004709123,0.09939659,0.002225277,0.005250444,0.0001601036,0.0001540459,0.0005553126,0.003431478,0.8838155,0.00004033817],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00004562581,0.9995157,0.00002905714,0.0000719137,0.00005995809,0.000002639344,0.000007132333,0.000002102038,0.0002660179],"genre_scores_gemma":[0.0006194539,0.9990313,0.00005805813,0.0000889737,0.00007636927,0.000004411536,0.00001123202,5.773402e-7,0.0001096101],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00552231,"threshold_uncertainty_score":0.01847398,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1504231416020335,"score_gpt":0.4125806880696109,"score_spread":0.2621575464675774,"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."}}