{"id":"W3135298637","doi":"10.1111/jce.14989","title":"High‐power, short‐duration atrial fibrillation ablation compared with a conventional approach: Outcomes and reconnection patterns","year":2021,"lang":"en","type":"article","venue":"Journal of Cardiovascular Electrophysiology","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Medicine; Atrial fibrillation; Ablation; Hazard ratio; Confidence interval; Cardiology; Internal medicine; Pulmonary vein; Complication; Catheter ablation; Nuclear medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003602997,0.000162652,0.0008077445,0.0001879746,0.00008975505,0.00003376302,0.00003278663,0.0001081855,0.00004182692],"category_scores_gemma":[0.0001202371,0.000125283,0.0008730385,0.0002055735,0.00003742061,0.0002297939,0.00001950574,0.0001688022,0.000001868688],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008831712,"about_ca_system_score_gemma":0.0001249924,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009790409,"about_ca_topic_score_gemma":0.000002329966,"domain_scores_codex":[0.9983619,0.0002457105,0.0005598334,0.0002309738,0.000435352,0.0001662083],"domain_scores_gemma":[0.9988546,0.00008784677,0.0002841961,0.0001919503,0.0005085673,0.00007285063],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01547242,0.0001060835,0.592196,0.000620887,0.05491033,0.0004650047,0.0003927645,0.1894118,0.07513236,0.01046149,0.0003599419,0.06047083],"study_design_scores_gemma":[0.007624604,0.001376165,0.9764131,0.00005823425,0.002744017,0.001495762,0.0001402589,0.002170854,0.001936859,0.0005506939,0.005222833,0.0002665608],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9568789,0.001592581,0.0402981,0.0005131236,0.0003619601,0.0002572726,0.00000213625,0.00001959658,0.00007633141],"genre_scores_gemma":[0.9946768,0.0007293475,0.002869073,0.00004329031,0.001479112,7.418741e-7,0.0001269929,0.00001804218,0.00005656764],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3842171,"threshold_uncertainty_score":0.5108894,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02706584678196708,"score_gpt":0.2685823836478695,"score_spread":0.2415165368659024,"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."}}