{"id":"W4386156992","doi":"10.1093/eurheartj/ehad572","title":"Atrial fibrillation progression after cryoablation vs. radiofrequency ablation: the CIRCA-DOSE trial","year":2023,"lang":"en","type":"article","venue":"European Heart Journal","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":68,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University; Centre Hospitalier Universitaire de Sherbrooke; Royal Jubilee Hospital; Western University; BC Innovation Council; Institut universitaire de cardiologie et de pneumologie de Québec; Queen Elizabeth II Health Sciences Centre; Université de Montréal; Montreal Heart Institute; University of British Columbia","funders":"Michael Smith Health Research BC; Heart and Stroke Foundation of Canada; Medtronic","keywords":"Medicine; Cryoablation; Atrial fibrillation; Interquartile range; Ablation; Cardiology; Internal medicine; Catheter ablation; Atrial tachycardia; Randomized controlled trial; Radiofrequency ablation; Refractory (planetary science); Surgery","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002209047,0.0001760162,0.0002574924,0.0002715997,0.0004944263,0.0002231979,0.00009187566,0.00005505274,0.000601357],"category_scores_gemma":[0.0004803619,0.0001168448,0.0004667304,0.0006263042,0.00005487214,0.0003544754,0.00006405474,0.0003011212,0.001039464],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007668752,"about_ca_system_score_gemma":0.00008523317,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001073114,"about_ca_topic_score_gemma":3.014544e-7,"domain_scores_codex":[0.9975703,0.0006007184,0.0005990929,0.0002272428,0.0007001327,0.0003025341],"domain_scores_gemma":[0.9989661,0.0002062351,0.0002618808,0.0002818361,0.0001283577,0.0001555866],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.07187854,0.00001648323,0.6795704,0.00009817391,0.0004172695,0.0005776678,0.001625836,0.003418881,0.001157035,0.0006564633,0.07481447,0.1657688],"study_design_scores_gemma":[0.01633012,0.0004823877,0.6232338,0.00009303626,0.0001290441,0.0001731784,0.0000388224,0.00133188,0.00001697333,0.0001390791,0.3578909,0.0001407365],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9495786,0.001056502,0.0005255663,0.03282913,0.00490491,0.002058652,0.000003783393,0.0004242602,0.008618528],"genre_scores_gemma":[0.9660134,0.0003145216,0.0004392269,0.0003237503,0.02956667,0.000001297773,0.0000460138,0.00005480009,0.003240288],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2830765,"threshold_uncertainty_score":0.9997383,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09099327152387636,"score_gpt":0.3700394437880316,"score_spread":0.2790461722641552,"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."}}