{"id":"W4402655304","doi":"10.1016/j.jtcvs.2024.09.017","title":"Commentary: Recalibrating the coronary artery bypass grafting versus percutaneous coronary intervention debate","year":2024,"lang":"en","type":"editorial","venue":"Journal of Thoracic and Cardiovascular Surgery","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Michael's Hospital","funders":"","keywords":"Conventional PCI; Cardiology; Mathematical economics; Political science; Economics; Medicine","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":[0.01713448,0.003271684,0.005715028,0.002993402,0.006015305,0.009585805,0.007063123,0.05973167,0.01271965],"category_scores_gemma":[0.08063462,0.001715969,0.002969803,0.00262461,0.006361668,0.007180889,0.002698407,0.06720012,0.00960643],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006525994,"about_ca_system_score_gemma":0.01091326,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00543299,"about_ca_topic_score_gemma":0.01100406,"domain_scores_codex":[0.987685,0.003714968,0.001556514,0.001443107,0.004676812,0.0009236257],"domain_scores_gemma":[0.9343445,0.04104075,0.003040955,0.001347441,0.01373793,0.00648836],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004385178,0.000009446467,0.00002410851,0.0001347184,0.00002997667,0.00006267319,0.00002403138,0.00001594962,0.00002385371,0.0003909724,0.9973726,0.001867711],"study_design_scores_gemma":[0.0003319984,0.00005529836,0.0004720789,0.00168001,0.0003171449,0.0002581925,0.0002160965,0.0002798308,0.0001610234,0.004989951,0.9911725,0.00006591898],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00005620224,0.004099833,0.00007955435,0.3293476,0.6649584,0.0000175387,0.00008088825,0.00003538893,0.001324623],"genre_scores_gemma":[0.0006349652,0.001945191,0.0001182335,0.2685117,0.7256832,0.00003568911,0.00002804211,0.0000393705,0.003003565],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.05973167,"threshold_uncertainty_score":0.09061694,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01680756709236725,"score_gpt":0.2865875929394556,"score_spread":0.2697800258470883,"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."}}