{"id":"W2524964369","doi":"10.1016/j.cjca.2016.07.463","title":"USE OF IBUTILIDE AND SHANNON ENTROPY TO PREDICT RECURRENCE IN PERSISTENT AF","year":2016,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Fault Detection and Control Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Ibutilide; Internal medicine; Catheter ablation; Ablation; Cardiology; Atrial fibrillation; Propensity score matching","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":[0.001225324,0.0004760471,0.001223191,0.001139523,0.0003124272,0.001453391,0.0003036191,0.0006388528,0.0005058019],"category_scores_gemma":[0.006307011,0.0001669402,0.000595497,0.0006251929,0.0003710345,0.0006910197,0.0004022882,0.00066962,0.0001237522],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003694877,"about_ca_system_score_gemma":0.0004824986,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003046735,"about_ca_topic_score_gemma":0.002958975,"domain_scores_codex":[0.999505,0.0001809619,0.00006900422,0.00005803799,0.0001389472,0.00004806299],"domain_scores_gemma":[0.9958413,0.002699116,0.0006683399,0.0001557879,0.0003180152,0.0003173438],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.008429253,0.0002969329,0.9502828,0.00008621508,0.0006498399,0.0002588826,0.0001557426,0.00626304,0.003788386,0.0003213767,0.0003451226,0.02912237],"study_design_scores_gemma":[0.0001735194,0.002772858,0.8362355,0.0001116968,0.001081253,0.0009516813,0.0004966215,0.1486796,0.007099934,0.001481916,0.0008014705,0.0001140241],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964691,0.0009914648,0.001294428,0.0001024934,0.00003314792,0.00001319013,0.0002596715,0.00002730119,0.0008092077],"genre_scores_gemma":[0.9991038,0.0002004363,0.0004305145,0.0000169807,0.00002139144,0.00000605491,0.0001149944,0.000002995512,0.0001027805],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003046735,"threshold_uncertainty_score":0.006480217,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01520461748202609,"score_gpt":0.1974225611155916,"score_spread":0.1822179436335656,"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."}}