{"id":"W34203972","doi":"10.1161/circ.124.suppl_21.a17968","title":"Abstract 17968: Concomitant Atrial Fibrillation Surgery Does Not Increase the Risk for Mortality and Morbidity After Coronary Artery Bypass Grafting","year":2011,"lang":"en","type":"article","venue":"Circulation","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"iNano Medical (Canada)","funders":"","keywords":"Medicine; Bypass grafting; Atrial fibrillation; Cardiology; Concomitant; Internal medicine; Artery; Coronary artery bypass surgery; Cardiac surgery; Surgery","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005093747,0.0001644126,0.0003261232,0.0003315545,0.0002428454,0.0004784842,0.0002690445,0.0004085464,0.005867563],"category_scores_gemma":[0.003071115,0.0001159478,0.0005457699,0.0005505678,0.0002157124,0.0002991035,0.0002621371,0.0004600532,0.000480728],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001275587,"about_ca_system_score_gemma":0.0004176327,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001196901,"about_ca_topic_score_gemma":0.001237495,"domain_scores_codex":[0.9996272,0.00007307404,0.00005718017,0.00009367693,0.00009644283,0.00005241746],"domain_scores_gemma":[0.9973093,0.0006275441,0.001410737,0.0001568509,0.0001601012,0.0003354149],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004290282,0.00003318042,0.9937317,0.00003858475,0.0001732844,0.0001673175,0.00002124748,0.00003884864,0.000308338,0.00002123059,0.0004013735,0.004635914],"study_design_scores_gemma":[0.00003267263,0.000115869,0.9981048,0.00001565241,0.0001280674,0.0008460982,0.00002939528,0.0002768943,0.0000750365,0.0000590163,0.0003132645,0.000003098577],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972776,0.0008560392,0.0001963768,0.0002709888,0.00005414904,0.00000570187,0.0004167669,0.000008500455,0.0009141222],"genre_scores_gemma":[0.9990466,0.0001769592,0.0001245114,0.00005747698,0.0001209882,0.000004052471,0.0002788072,0.000003478276,0.0001870338],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005867563,"threshold_uncertainty_score":0.019629,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1108796905676685,"score_gpt":0.3163867807290668,"score_spread":0.2055070901613983,"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."}}