{"id":"W2517471402","doi":"10.14740/cr480w","title":"Predictors of Permanent Pacemaker Implantation After Coronary Artery Bypass Grafting and Valve Surgery in Adult Patients in Current Surgical Era","year":2016,"lang":"en","type":"article","venue":"Cardiology Research","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Cardiology; Internal medicine; Retrospective cohort study; Mitral valve replacement; Cardiac surgery; Atrial fibrillation; Surgery; Aortic valve replacement; Atrioventricular block; Coronary artery disease; Artery; Mitral valve; Stenosis","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":[0.0005826928,0.0001727369,0.0002245606,0.0007304048,0.0002686626,0.0004418719,0.000286202,0.0003637803,0.001182158],"category_scores_gemma":[0.002923676,0.0001733584,0.0002657411,0.0007479314,0.000215984,0.0004623265,0.0003217793,0.0005086639,0.0001323225],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001702653,"about_ca_system_score_gemma":0.0002778688,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001261881,"about_ca_topic_score_gemma":0.001851893,"domain_scores_codex":[0.9996547,0.00005767003,0.00007801772,0.00005769996,0.00008353541,0.00006835214],"domain_scores_gemma":[0.9965712,0.0006518526,0.002084222,0.0000645794,0.0001811706,0.0004470195],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001668765,0.000006626692,0.9995932,0.000003142233,0.000004875496,0.00006703785,0.0000132994,0.000007645147,0.00003673816,0.000002976738,0.00002320047,0.000224546],"study_design_scores_gemma":[0.000002184081,0.00005379108,0.9988691,0.000005869346,0.00000872474,0.0007813416,0.00009593907,0.00007540527,0.00002736003,0.000005419356,0.00007345627,0.000001387444],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992698,0.0003680557,0.00002569745,0.00004749059,0.000005276596,0.000003184099,0.0001107021,0.00000161274,0.0001681569],"genre_scores_gemma":[0.9995998,0.0001565691,0.00003481711,0.00001771973,0.00001340019,0.000003094555,0.0001506105,6.18251e-7,0.00002348985],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001261881,"threshold_uncertainty_score":0.003954768,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02777787435551651,"score_gpt":0.3675356254157582,"score_spread":0.3397577510602417,"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."}}