{"id":"W3024237240","doi":"10.1093/ehjci/jeaa083","title":"Percutaneous or surgical revascularization is associated with survival benefit in stable coronary artery disease","year":2020,"lang":"en","type":"article","venue":"European Heart Journal - Cardiovascular Imaging","topic":"Cardiac Imaging and Diagnostics","field":"Medicine","cited_by":49,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Dr. Miriam and Sheldon G. Adelson Medical Research Foundation","keywords":"Conventional PCI; Medicine; Revascularization; Cardiology; Percutaneous coronary intervention; Internal medicine; Hazard ratio; Coronary artery disease; Ischemia; Propensity score matching; Myocardial perfusion imaging; Surgery; Myocardial infarction; Confidence interval","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":[0.001253001,0.0001679338,0.0002851814,0.0004364553,0.0001908667,0.0004320992,0.0002440212,0.000510634,0.00123635],"category_scores_gemma":[0.005000312,0.0001431278,0.0006429382,0.000508822,0.0003622183,0.0002542482,0.0003561903,0.0005781595,0.0001002342],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001782494,"about_ca_system_score_gemma":0.0002545913,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001017585,"about_ca_topic_score_gemma":0.001270469,"domain_scores_codex":[0.9994327,0.000233752,0.00006245808,0.0001235357,0.00006665572,0.00008085766],"domain_scores_gemma":[0.9960076,0.001084088,0.002155213,0.0002337585,0.0001437183,0.0003755911],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006742936,0.00005389674,0.9963457,0.00001734645,0.0001390566,0.00005395717,0.000016981,0.0001910109,0.000277277,0.00003979831,0.00005281155,0.002137905],"study_design_scores_gemma":[0.00002722913,0.0001654419,0.9985626,0.00000527666,0.00008856657,0.0001490195,0.00001591196,0.0007449542,0.00006023391,0.0001080591,0.00006893226,0.000003663987],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990034,0.0004034475,0.0001798122,0.00008514926,0.00000659554,0.000004740325,0.0000961423,0.000002632919,0.0002182257],"genre_scores_gemma":[0.9997092,0.00006515419,0.00006180658,0.00002002479,0.00001770532,0.000001965792,0.00009649793,5.490112e-7,0.00002706665],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001253001,"threshold_uncertainty_score":0.006626546,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02764558000770223,"score_gpt":0.2498122821424214,"score_spread":0.2221667021347192,"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."}}