{"id":"W4225626385","doi":"10.15420/ecr.2021.38","title":"Cryoablation or Drug Therapy for Initial Treatment of Atrial Fibrillation","year":2022,"lang":"en","type":"review","venue":"European Cardiology Review","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Montreal Heart Institute; BC Innovation Council; University of British Columbia","funders":"Biosense Webster; Servier; Boston Scientific Corporation; Pfizer","keywords":"Cryoablation; Medicine; Atrial fibrillation; Sinus rhythm; Catheter ablation; Guideline; Ablation; Quality of life (healthcare); Internal medicine; Digoxin; Cardiology; Intensive care medicine; Heart failure","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":[0.0005905379,0.0006422088,0.0015619,0.00191003,0.0002205698,0.0006771223,0.0006323297,0.0009562324,0.007950238],"category_scores_gemma":[0.001455728,0.0001380462,0.001339769,0.001226775,0.0003234763,0.0004921884,0.0003498883,0.001082445,0.001513823],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004357776,"about_ca_system_score_gemma":0.0007442379,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001009227,"about_ca_topic_score_gemma":0.002757769,"domain_scores_codex":[0.9996417,0.0001148479,0.00007673052,0.00005159433,0.00009149862,0.00002359391],"domain_scores_gemma":[0.9995123,0.0003247871,0.00009636178,0.000010812,0.00003974495,0.00001592898],"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":[0.0002281913,0.00009225311,0.0002904198,0.1279377,0.0008533662,0.0002230798,0.00006051024,0.0001527436,0.00105223,0.001725907,0.03344518,0.8339384],"study_design_scores_gemma":[0.0004133827,0.000423386,0.003830484,0.08888116,0.002217446,0.003589262,0.0001027766,0.0001362184,0.0008087737,0.001631955,0.8979257,0.00003953301],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000132218,0.9985988,0.00005006427,0.0001363441,0.000128832,0.00001577373,0.00002940955,0.000004449614,0.0009040849],"genre_scores_gemma":[0.001769473,0.9971698,0.0001612582,0.0002987744,0.0001217239,0.00002194748,0.00005239192,0.000001580519,0.0004030399],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.007950238,"threshold_uncertainty_score":0.02659625,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2988910814252262,"score_gpt":0.4525478206483413,"score_spread":0.1536567392231151,"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."}}