{"id":"W2045332469","doi":"10.1191/1358863x06vm655xx","title":"Vascular viewpoint","year":2006,"lang":"en","type":"article","venue":"Vascular Medicine","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":54,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Revascularization; Cardiology; Internal medicine; Coronary artery disease; Perioperative; Unstable angina; Stenosis; Population; Angina; Ejection fraction; Myocardial infarction; Surgery; Heart failure","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":[0.002032106,0.0004099542,0.0006373504,0.0004811087,0.001279627,0.003885969,0.001218826,0.006510315,0.1722119],"category_scores_gemma":[0.01326229,0.0001930878,0.0004302957,0.0005411034,0.00187867,0.003181354,0.001560024,0.005619184,0.08751832],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001350001,"about_ca_system_score_gemma":0.002396371,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001358653,"about_ca_topic_score_gemma":0.002104684,"domain_scores_codex":[0.9988341,0.0003648902,0.0000866821,0.0002484589,0.0003015058,0.0001644443],"domain_scores_gemma":[0.9959298,0.001381858,0.0002629308,0.0004352432,0.001276483,0.0007135684],"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":[0.00009074166,0.00003025483,0.000571057,0.0001978662,0.000009092727,0.0002192016,0.00009941854,0.00002041741,0.0001084753,0.01682931,0.9282396,0.05358451],"study_design_scores_gemma":[0.00004853253,0.00002869403,0.0006631593,0.0004114596,0.000008989378,0.000486649,0.0002229611,0.00001708212,0.0000532519,0.006906519,0.9911464,0.000006236453],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.002089008,0.02126896,0.0006552718,0.6333008,0.07001612,0.00006487581,0.001572721,0.0001913495,0.2708409],"genre_scores_gemma":[0.04375761,0.02580939,0.0009923647,0.5523477,0.07830406,0.0001630716,0.001518304,0.00021989,0.2968876],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1722119,"threshold_uncertainty_score":0.5761062,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008938102503466654,"score_gpt":0.2411530717636608,"score_spread":0.2322149692601941,"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."}}