{"id":"W2534478591","doi":"10.1093/ejcts/ezw282","title":"Bilateral internal mammary artery Y construct with multiple sequential grafting improves survival compared to bilateral internal mammary artery with additional vein grafts: 10-year experience at 2 different institutions","year":2016,"lang":"en","type":"article","venue":"European Journal of Cardio-Thoracic Surgery","topic":"Cardiac and Coronary Surgery Techniques","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Heart Institute; University of Ottawa","funders":"","keywords":"Mammary artery; Artery; Vein; Grafting; Medicine; Bypass grafting; Construct (python library); Surgery; Internal medicine; Cardiology; Computer science; Chemistry","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":[0.001493974,0.0006711857,0.0006846756,0.0003625718,0.0002968221,0.0005564664,0.0003681535,0.0003666904,0.001182482],"category_scores_gemma":[0.001729097,0.000174719,0.0006157479,0.0003448642,0.0003888228,0.0004240986,0.0006812814,0.0006606668,0.0002761245],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004241159,"about_ca_system_score_gemma":0.0004521688,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005983582,"about_ca_topic_score_gemma":0.001178953,"domain_scores_codex":[0.9993543,0.0002150208,0.0000570927,0.0001140757,0.0001274393,0.0001320077],"domain_scores_gemma":[0.999155,0.000176592,0.0002297014,0.00009019607,0.0000585348,0.0002899741],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01252565,0.02690618,0.6114708,0.0003372065,0.0007941085,0.003882958,0.001946372,0.003046784,0.02790749,0.0001699932,0.001547472,0.3094649],"study_design_scores_gemma":[0.001628753,0.1172906,0.8478148,0.0001581461,0.000532494,0.01234771,0.001243374,0.003884502,0.01200161,0.0001469241,0.002852184,0.00009886958],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991522,0.0003044692,0.000225747,0.00002269683,0.000008535801,0.000013408,0.0000151788,0.000009320561,0.0002483574],"genre_scores_gemma":[0.9982393,0.0005835045,0.0007745329,0.00004744352,0.00003188313,0.00001826121,0.0001052245,0.000007805611,0.0001921087],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001493974,"threshold_uncertainty_score":0.007901013,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02731148422890555,"score_gpt":0.2630024505435258,"score_spread":0.2356909663146203,"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."}}