{"id":"W2033991125","doi":"10.1016/s1092-9126(03)70008-8","title":"Electrophysiologic surgery in patients with congenital heart disease","year":2003,"lang":"en","type":"article","venue":"Seminars in Thoracic and Cardiovascular Surgery Pediatric Cardiac Surgery Annual","topic":"Cardiac Arrhythmias and Treatments","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto General Hospital; Hospital for Sick Children","funders":"","keywords":"Medicine; Heart disease; Catheter ablation; Cardiology; Internal medicine; Cardiac surgery; Ablation; Disease; Cardiac arrhythmia; Surgery; Atrial fibrillation","routes":{"ca_aff":true,"ca_fund":false,"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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003241442,0.0006981714,0.003051451,0.001185254,0.0001428473,0.00004885907,0.00005043912,0.0002813073,0.00003049369],"category_scores_gemma":[0.0008784799,0.0006141379,0.00284905,0.001860833,0.0001812058,0.0003853056,0.00006281568,0.0004882492,0.00002018985],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001948692,"about_ca_system_score_gemma":0.0007831943,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006874858,"about_ca_topic_score_gemma":0.00000199397,"domain_scores_codex":[0.9944195,0.001226986,0.0008963864,0.001205039,0.00107431,0.001177756],"domain_scores_gemma":[0.9959031,0.002184238,0.0001558384,0.0009189259,0.0002366876,0.0006011465],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001450209,0.000402178,0.9755882,0.0001776022,0.0008920904,0.001811781,0.00005723467,0.00004117328,6.262973e-7,0.000003906301,0.00301367,0.01656132],"study_design_scores_gemma":[0.0004999629,0.00006050411,0.9935781,0.0001400534,0.001296617,0.00009951313,0.0001956765,0.000001038385,0.00002216937,0.00002676386,0.003366082,0.0007134571],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9395406,0.058267,0.000007022668,0.00003240669,0.0008419854,0.0007919222,0.000247251,0.00007869628,0.0001931324],"genre_scores_gemma":[0.9884858,0.01016287,0.00004606151,0.0001171703,0.0003793113,0.0002179102,0.000435399,0.00009739801,0.00005813086],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04894517,"threshold_uncertainty_score":0.999631,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006987357811674881,"score_gpt":0.2198944778227852,"score_spread":0.2129071200111103,"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."}}