{"id":"W4211088287","doi":"10.15829/1560-4071-2022-4727","title":"Prediction of clinical course in patients with diffuse coronary artery disease after coronary bypass surgery","year":2022,"lang":"en","type":"article","venue":"Russian Journal of Cardiology","topic":"Cardiac Imaging and Diagnostics","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Internal medicine; Interquartile range; Myocardial infarction; Cardiology; Coronary artery disease; Canadian Cardiovascular Society; Clinical endpoint; Univariate analysis; Odds ratio; Angina; Coronary artery bypass surgery; Revascularization; Confidence interval; Surgery; Artery; Multivariate analysis; Clinical trial","routes":{"ca_aff":false,"ca_fund":false,"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":[0.0007355799,0.0006332509,0.0004205706,0.0007020663,0.0001848161,0.0005281226,0.0003513877,0.0004284549,0.001042966],"category_scores_gemma":[0.002494143,0.000203111,0.0004145182,0.0002750999,0.0001476992,0.0002249788,0.0004043263,0.0005818288,0.0002094157],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001437777,"about_ca_system_score_gemma":0.0003041359,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001908964,"about_ca_topic_score_gemma":0.002564351,"domain_scores_codex":[0.999824,0.00007113992,0.00001665674,0.00003826235,0.00002326207,0.00002674237],"domain_scores_gemma":[0.9991367,0.0003232408,0.0002475154,0.00004215057,0.00007160418,0.0001787702],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001292669,0.00003567063,0.9973393,0.000004084062,0.00003133538,0.00004307161,0.000009082448,0.0005188021,0.00007018336,0.00001243013,0.00007069988,0.001736072],"study_design_scores_gemma":[0.00005671882,0.000408425,0.9616919,0.0000214937,0.00009606613,0.0005664047,0.00009884931,0.03644964,0.0001046734,0.0002057672,0.0002912803,0.00000875194],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982896,0.000195319,0.0009695275,0.00008722644,0.00001075312,0.00001589663,0.0002139735,0.00001169187,0.0002060329],"genre_scores_gemma":[0.9985099,0.0000934841,0.0006975959,0.00001497006,0.00001944403,0.00001380706,0.000517141,0.000002147426,0.000131519],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001908964,"threshold_uncertainty_score":0.003890157,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01881628419511405,"score_gpt":0.2700510290249994,"score_spread":0.2512347448298854,"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."}}