{"id":"W2095519250","doi":"10.1016/j.hrthm.2015.01.014","title":"Postoperative atrial fibrillation is not pulmonary vein dependent: Results from a randomized trial","year":2015,"lang":"en","type":"article","venue":"Heart Rhythm","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":false,"ca_institutions":"London Health Sciences Centre; Western University","funders":"Department of Surgery; Western University","keywords":"Medicine; Pulmonary vein; Atrial fibrillation; Radiofrequency ablation; Cardiology; Vein; Anesthesia; Ablation; Surgery; Complication; Internal medicine; Cardiac 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":[],"consensus_categories":[],"category_scores_codex":[0.001124945,0.0002236174,0.000922881,0.0001423372,0.00009923882,0.00006644429,0.00004050959,0.0001668798,0.0002511792],"category_scores_gemma":[0.001944896,0.0001796649,0.0005336013,0.0001936678,0.00006557487,0.0002316429,0.00007254409,0.000142196,0.0006240261],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009533367,"about_ca_system_score_gemma":0.0001695186,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004376142,"about_ca_topic_score_gemma":0.000009983919,"domain_scores_codex":[0.9975228,0.0003402775,0.0007859219,0.0004365804,0.0006675978,0.0002468743],"domain_scores_gemma":[0.9983059,0.0007158224,0.0001947495,0.0003702436,0.0001915582,0.0002217626],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9898502,0.000005392336,0.0003830222,0.000005108281,0.0001841444,0.00005379239,0.0008550752,0.0001244291,0.0001036297,0.0001922118,0.006104253,0.002138693],"study_design_scores_gemma":[0.8779525,0.0003430226,0.0006034677,0.000040147,0.0002977194,0.00007667235,0.0001297356,0.004528631,0.0006189998,0.0004859742,0.1146907,0.0002324356],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9400599,0.000613693,0.000262231,0.04455459,0.002831643,0.00427132,0.0001290947,0.0002271847,0.007050355],"genre_scores_gemma":[0.973669,0.00006272818,0.001418803,0.001169101,0.01137488,0.0000053109,0.000452605,0.00003290468,0.01181468],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1118978,"threshold_uncertainty_score":0.8020802,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07797600828095007,"score_gpt":0.337615347932072,"score_spread":0.2596393396511219,"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."}}