{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005588617,0.0001217762,0.0005410162,0.0003705283,0.00002384379,0.000004393165,0.00002463179,0.0001058818,0.00001539598],"category_scores_gemma":[0.0002142685,0.00008208623,0.0003596233,0.0001717639,0.0002079275,0.00006153838,0.00008627558,0.000217147,0.00001142109],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001520078,"about_ca_system_score_gemma":0.000110063,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003940797,"about_ca_topic_score_gemma":0.000008771263,"domain_scores_codex":[0.9980769,0.0004926391,0.0003311313,0.0003329824,0.0003484721,0.0004178537],"domain_scores_gemma":[0.998785,0.0006033868,0.00003828624,0.0001904219,0.0002343368,0.0001485781],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001405796,0.000163132,0.9884081,0.00008435461,0.000281239,0.0006630991,0.0001253775,5.111252e-7,0.00002451477,0.000005970769,0.0002196484,0.008618255],"study_design_scores_gemma":[0.003368335,0.0001594522,0.9957579,0.0002961499,0.00007100921,0.0001070357,0.00006903807,0.000002399916,0.00001310713,0.00002404227,0.00005972082,0.00007185351],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975489,0.001405533,8.037238e-7,0.00009351366,0.0002022939,0.0004898793,0.0001252165,0.0000074087,0.000126395],"genre_scores_gemma":[0.9975936,0.001971887,0.000001545644,0.000009130998,0.00009636046,0.0001717307,0.0001283101,0.00001337389,0.00001399685],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008546402,"threshold_uncertainty_score":0.3347379,"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."}}