{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00155447,0.0003323969,0.0008738848,0.0001606828,0.000221319,0.0002309994,0.0001275448,0.00003318395,0.0001286317],"category_scores_gemma":[0.001012556,0.0002707687,0.001067504,0.000540824,0.00009173111,0.0002696632,0.00009618016,0.0008237573,0.00008929396],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001981195,"about_ca_system_score_gemma":0.0002545315,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001352128,"about_ca_topic_score_gemma":0.000001126607,"domain_scores_codex":[0.9964426,0.0007584301,0.0005193349,0.0005331733,0.00117177,0.0005747142],"domain_scores_gemma":[0.9980553,0.0002081075,0.00009008949,0.0004778005,0.0003168627,0.0008518445],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001222918,0.0001927722,0.6811544,0.0001134584,0.001919738,0.3012801,0.0007848594,0.005601088,0.0001407488,0.00000419932,0.003180197,0.004405557],"study_design_scores_gemma":[0.008477158,0.0002722101,0.8054441,0.001487217,0.002580693,0.1073913,0.0004768755,0.003533748,0.00002750037,0.00001169223,0.06947699,0.0008205769],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9590398,0.0233727,0.003093291,0.00800987,0.0006478544,0.0008146542,0.00006790335,0.0003251618,0.00462876],"genre_scores_gemma":[0.9951001,0.0006156989,0.0004381989,0.002529182,0.0009280495,0.000002032095,0.00007241285,0.0001457646,0.0001685898],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1938888,"threshold_uncertainty_score":0.9999744,"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."}}