{"id":"W2979655007","doi":"10.1016/j.cjca.2019.07.413","title":"CATHETER ABLATION IS ASSOCIATED WITH REDUCED ALL-CAUSE MORTALITY IN A REAL-WORLD COHORT OF PATIENTS WITH ATRIAL FIBRILLATION AND HEART FAILURE","year":2019,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Atrial fibrillation; Catheter ablation; Cardiology; Internal medicine; Cohort; Heart failure; Ablation; Catheter; Surgery","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005070828,0.0002635449,0.0005698071,0.0005165206,0.0005584001,0.001275307,0.0004858491,0.0009097105,0.002220681],"category_scores_gemma":[0.003704119,0.0003006671,0.001041782,0.0009689162,0.0004347169,0.0006665498,0.00053877,0.001405786,0.0002300832],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002703505,"about_ca_system_score_gemma":0.0004340972,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006237336,"about_ca_topic_score_gemma":0.007156545,"domain_scores_codex":[0.9993773,0.000154845,0.00007064404,0.0001916766,0.00008208204,0.0001234139],"domain_scores_gemma":[0.9976035,0.0005392252,0.001041552,0.0002320931,0.0001897203,0.0003940194],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001927446,0.000041157,0.9979607,0.00001133028,0.0001850389,0.0001081213,0.00005388113,0.00004181143,0.0002006101,0.00003177456,0.0001922042,0.0009805541],"study_design_scores_gemma":[0.00001438677,0.00005433795,0.9991165,0.000004577156,0.00006835021,0.0002690354,0.0001326013,0.0001656824,0.00001184229,0.00005514293,0.000102017,0.000005571847],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981467,0.0004658716,0.0001028199,0.0002892306,0.00002823969,0.000005062344,0.0003462707,0.000004854981,0.0006110934],"genre_scores_gemma":[0.9992267,0.0001722712,0.00006215187,0.00009004456,0.00005911724,0.00000498031,0.0002785422,0.000003010418,0.0001032652],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006237336,"threshold_uncertainty_score":0.01240206,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03115982871419752,"score_gpt":0.2884041891034441,"score_spread":0.2572443603892466,"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."}}