{"id":"W2004011980","doi":"10.1016/j.hlc.2010.02.028","title":"What are the Predictors that Affect the Excellent Long-term Benefits of Redo Coronary Artery Bypass Grafting?","year":2010,"lang":"en","type":"article","venue":"Heart Lung and Circulation","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Canadian Cardiovascular Society; Myocardial infarction; Hazard ratio; Angina; Proportional hazards model; Surgery; Artery; Coronary artery disease; Cardiology; Internal medicine; Retrospective cohort study; Percutaneous coronary intervention; Confidence interval","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":[],"consensus_categories":[],"category_scores_codex":[0.0004206136,0.0001171653,0.0002877353,0.00003409738,0.0001542732,0.00004893197,0.00004347883,0.00009885844,0.00003302203],"category_scores_gemma":[0.00004094113,0.00006376717,0.0001971957,0.00007720792,0.000111078,0.00009371623,0.00001881719,0.0002021103,0.000003632948],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001175069,"about_ca_system_score_gemma":0.00001801451,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008595331,"about_ca_topic_score_gemma":0.00001636089,"domain_scores_codex":[0.9990973,0.00009380778,0.0001734143,0.0001740113,0.0003100269,0.0001513777],"domain_scores_gemma":[0.9990522,0.0004396891,0.00007942574,0.0003108611,0.00004561355,0.00007225863],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005218835,0.00003151209,0.9956943,0.00005780548,0.00006581665,0.00001287793,0.0004530466,0.00002065232,0.001128865,0.0001344076,0.0000739489,0.002274542],"study_design_scores_gemma":[0.0004696356,0.00003964951,0.9969311,0.0001449461,0.0001764724,0.0005335237,0.0002808128,0.0002425152,0.0001948099,0.00001011648,0.0009058624,0.00007051337],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9926877,0.002215955,0.000009195595,0.003873677,0.0004938448,0.0004644411,0.000001845607,0.00002635623,0.000226982],"genre_scores_gemma":[0.9988647,0.0003032052,0.00000453925,0.0003571216,0.0002120812,0.00001722921,0.00001638657,0.00001310901,0.0002115986],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006177027,"threshold_uncertainty_score":0.260035,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01621170226165233,"score_gpt":0.2577108353210841,"score_spread":0.2414991330594317,"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."}}