{"id":"W2963140270","doi":"","title":"Surgical, Pharmacological, and Patient Factors Affecting Early and or Late Outcomes Following Coronary Artery Bypass Grafting Surgery","year":2018,"lang":"en","type":"dissertation","venue":"TSpace","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Heart and Stroke Foundation of Canada","keywords":"Bypass grafting; Medicine; Artery; Surgery; Grafting; Coronary artery bypass surgery","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002011088,0.0001421919,0.0002910178,0.0002503512,0.0003204987,0.0005365023,0.0002540023,0.0004630803,0.001230076],"category_scores_gemma":[0.00496871,0.00008657754,0.0005350347,0.0004352595,0.0002750008,0.0002707328,0.000232733,0.0006655012,0.0001300892],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000352275,"about_ca_system_score_gemma":0.0005828083,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00133843,"about_ca_topic_score_gemma":0.00256574,"domain_scores_codex":[0.9988317,0.0004785876,0.0001590075,0.000147276,0.000220247,0.000163256],"domain_scores_gemma":[0.9972923,0.000937221,0.001212809,0.0001054369,0.0001506376,0.0003015674],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005842088,0.0007201371,0.975592,0.0003088926,0.0006316411,0.00007926363,0.0001742694,0.0001325615,0.0006706484,0.0001201591,0.0003307232,0.01539762],"study_design_scores_gemma":[0.0001370879,0.001835348,0.9968111,0.00004093113,0.0002408167,0.00006215579,0.0001536243,0.0001165437,0.0001499576,0.0001092294,0.0003345475,0.000008717499],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967318,0.00180879,0.00009838987,0.0002127985,0.00002911388,0.00002664406,0.0001608001,0.000001785211,0.0009300488],"genre_scores_gemma":[0.9989262,0.0004889828,0.00009763816,0.00009517004,0.00004430632,0.00002931512,0.0001291181,9.496767e-7,0.0001882538],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002011088,"threshold_uncertainty_score":0.01063579,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0308396134259656,"score_gpt":0.3406589947058044,"score_spread":0.3098193812798388,"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."}}