{"id":"W3167709826","doi":"10.1016/j.hrthm.2021.06.1172","title":"Prevalence and outcome of early recurrence of atrial tachyarrhythmias in the Cryoballoon vs Irrigated Radiofrequency Catheter Ablation (CIRCA-DOSE) study","year":2021,"lang":"en","type":"article","venue":"Heart Rhythm","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":71,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre Hospitalier Universitaire de Sherbrooke; Royal Jubilee Hospital; Queen Elizabeth II Health Sciences Centre; Université de Montréal; Montreal Heart Institute; University of British Columbia; Western University; Institut universitaire de cardiologie et de pneumologie de Québec","funders":"Michael Smith Health Research BC; University of British Columbia; Heart and Stroke Foundation of Canada; Medtronic","keywords":"Medicine; Atrial fibrillation; Hazard ratio; Catheter ablation; Ablation; Cardiology; Pulmonary vein; Internal medicine; Confidence interval; Radiofrequency ablation; Incidence (geometry); Proportional hazards model","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":[],"consensus_categories":[],"category_scores_codex":[0.000787747,0.0001322562,0.0004284902,0.0001102049,0.00004147542,0.00001666208,0.0000504071,0.00006381058,0.00007602435],"category_scores_gemma":[0.0003607792,0.00009931667,0.0001400996,0.0004321451,0.00007045087,0.0001374391,0.00004481146,0.0001389628,0.000007001404],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002658403,"about_ca_system_score_gemma":0.00005979315,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001510421,"about_ca_topic_score_gemma":0.00002409791,"domain_scores_codex":[0.998235,0.0002870863,0.000645583,0.0002608358,0.000409521,0.000161903],"domain_scores_gemma":[0.9990775,0.0001972031,0.0001809586,0.0003685225,0.0001343158,0.00004150574],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002208725,0.00004079372,0.9959556,0.0001896686,0.00004491356,0.00005351779,0.001767346,0.00001955808,0.000217692,0.0004313391,0.00002333372,0.001035306],"study_design_scores_gemma":[0.00221275,0.0005992278,0.9956229,0.0001189113,0.0001641198,0.0001179731,0.0002184702,0.0001095264,0.0002033573,0.0001466965,0.0003888622,0.00009721597],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996053,0.001168044,0.00002868191,0.001252207,0.0002273916,0.0009879445,0.00000661107,0.00001604518,0.0002600423],"genre_scores_gemma":[0.9989166,0.0001240393,0.0002998338,0.0000801006,0.0002628595,0.000003867384,0.000008259612,0.00001019617,0.0002942803],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002863531,"threshold_uncertainty_score":0.4050016,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0676041265634715,"score_gpt":0.3465554343015342,"score_spread":0.2789513077380628,"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."}}