{"id":"W2162825239","doi":"10.1007/978-0-387-76422-1_10","title":"Survival benefit of coronary artery bypass grafting","year":2008,"lang":"en","type":"book-chapter","venue":"","topic":"Cardiac and Coronary Surgery Techniques","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Vancouver Coastal Health; Vancouver Coastal Health Research Institute; University of British Columbia","funders":"","keywords":"Bypass grafting; Artery; Cardiology; Internal medicine; 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":[0.0003005582,0.0002656167,0.0002725451,0.0002242752,0.00009868647,0.0003312271,0.0002292366,0.0005109795,0.01302938],"category_scores_gemma":[0.0007470442,0.00006485415,0.0002261789,0.0001545601,0.0001952628,0.0004362441,0.0002047826,0.001156043,0.001873639],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003655499,"about_ca_system_score_gemma":0.0002790252,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003795036,"about_ca_topic_score_gemma":0.0009343009,"domain_scores_codex":[0.9999367,0.00002572957,0.000001978323,0.000007958678,0.0000202741,0.000007297453],"domain_scores_gemma":[0.9998289,0.0001354251,0.000006158106,0.000005463705,0.0000110484,0.0000128161],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005274448,0.0001153364,0.0006974073,0.0003997981,0.0000748374,0.0003966026,0.00007505762,0.002558121,0.001474611,0.1152954,0.2540197,0.6243658],"study_design_scores_gemma":[0.0002496208,0.0004209254,0.01121694,0.001088423,0.0002337321,0.003250315,0.00007885809,0.003048704,0.00102199,0.2387456,0.7406126,0.00003229158],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02098338,0.2625632,0.007677416,0.05594083,0.007977823,0.00002266342,0.001001435,0.0002111736,0.6436222],"genre_scores_gemma":[0.2749046,0.2505882,0.007116557,0.0244973,0.02389583,0.0000896061,0.001299303,0.0001985732,0.41741],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01302938,"threshold_uncertainty_score":0.04358757,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02439740965490483,"score_gpt":0.2419933797017043,"score_spread":0.2175959700467995,"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."}}