{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002075198,0.0003037143,0.001643069,0.0001757678,0.00009871536,0.00004408987,0.00003203363,0.000287526,0.0001766874],"category_scores_gemma":[0.0003797517,0.0002551154,0.001658295,0.0003209218,0.00001797072,0.00008900004,0.00004135162,0.0001354988,0.0005039825],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001151972,"about_ca_system_score_gemma":0.0002268817,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000257809,"about_ca_topic_score_gemma":6.276693e-7,"domain_scores_codex":[0.9983791,0.00006543027,0.0006783924,0.0003924691,0.0002646602,0.0002199833],"domain_scores_gemma":[0.9989105,0.0003554542,0.0002754642,0.0002578406,0.00007757169,0.0001231622],"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":[0.00008842878,5.368765e-7,0.00007543306,0.009603147,0.0002168904,0.000005575302,0.00001501041,0.000007276627,1.79069e-7,0.0009386528,0.008993758,0.9800551],"study_design_scores_gemma":[0.0007034534,0.000128157,0.00005093935,0.001688035,0.001715035,0.00008225448,0.000002603166,0.0002253004,3.361259e-7,0.00007618716,0.9951035,0.0002242318],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000001984042,0.9918993,0.0008711824,0.002039335,0.0009961196,0.003504832,0.00002895054,0.0001730631,0.0004852899],"genre_scores_gemma":[0.000007136174,0.9720768,0.002338267,0.00009500178,0.02128266,0.000008779754,0.0009049421,0.00007567214,0.003210794],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9861097,"threshold_uncertainty_score":0.9999901,"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."}}