{"id":"W1985525320","doi":"10.1007/s11748-011-0836-7","title":"Graft selection in elderly patients undergoing coronary artery bypass grafting","year":2011,"lang":"en","type":"article","venue":"General Thoracic and Cardiovascular Surgery","topic":"Cardiac and Coronary Surgery Techniques","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Society of Thoracic Surgeons","keywords":"Medicine; Artery; Hyperlipidemia; Angina; Diabetes mellitus; Internal medicine; Heart failure; Surgery; Cardiology; Anastomosis; Bypass grafting; Unstable angina; Canadian Cardiovascular Society; Mortality rate; Myocardial infarction","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00120159,0.0002907476,0.0008208014,0.0003525997,0.0001223083,0.00002429191,0.00004666003,0.0001906803,0.00004415718],"category_scores_gemma":[0.00005814257,0.0002846603,0.0009914349,0.0004088247,0.00006759902,0.0002553274,0.00006037255,0.0002684974,0.000009021906],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007349339,"about_ca_system_score_gemma":0.0001179104,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001822831,"about_ca_topic_score_gemma":0.00002299045,"domain_scores_codex":[0.9977685,0.0003234537,0.0004547982,0.0005465141,0.0004301534,0.0004765577],"domain_scores_gemma":[0.9992328,0.00009946772,0.00007173917,0.0003163378,0.0001065204,0.0001731136],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001953988,0.00008917916,0.643726,0.00006500756,0.0005520641,0.0002655054,0.00009217055,0.000004294464,0.00009000488,0.0000169169,0.0003232032,0.3545803],"study_design_scores_gemma":[0.0004585169,0.0001527268,0.9938811,0.0001729527,0.000341601,0.0006010612,0.0001183008,0.00004820446,0.001145863,0.0001968198,0.002493824,0.0003889977],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9897128,0.005748999,0.001121611,0.00002008212,0.0003091657,0.0003499583,0.000004057654,0.0002043985,0.00252889],"genre_scores_gemma":[0.9965801,0.001786578,0.00091247,0.0001833536,0.0002049167,0.00007568357,0.00005389363,0.00005001036,0.0001530493],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3541913,"threshold_uncertainty_score":0.9999605,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02408526017700439,"score_gpt":0.2410601227950963,"score_spread":0.2169748626180918,"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."}}