{"id":"W4295298421","doi":"10.1002/ccd.30383","title":"Turndown for coronary artery bypass surgery: Never say never to revascularization","year":2022,"lang":"en","type":"letter","venue":"Catheterization and Cardiovascular Interventions","topic":"Coronary Interventions and Diagnostics","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Revascularization; Acute coronary syndrome; Bypass surgery; Cardiology; Coronary artery bypass surgery; Unstable angina; Angina; Internal medicine; Cardiac catheterization; Stable angina; Artery; Canadian Cardiovascular Society; Surgery; Coronary artery disease; Myocardial infarction","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":[0.002313378,0.0005220078,0.0008402646,0.0005325906,0.003021557,0.002825731,0.000965501,0.02547511,0.006666787],"category_scores_gemma":[0.01511502,0.0004322887,0.0006226289,0.0006424448,0.001290977,0.002693518,0.0008022182,0.02141281,0.006193063],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002741778,"about_ca_system_score_gemma":0.002445234,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004053999,"about_ca_topic_score_gemma":0.00813852,"domain_scores_codex":[0.9978149,0.0007615559,0.0002409238,0.0002508028,0.0006266024,0.0003051872],"domain_scores_gemma":[0.9939225,0.003392756,0.0004585247,0.0001414852,0.001020978,0.001063653],"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":[0.00009914645,0.00007362873,0.001720276,0.00003644831,0.00001480532,0.003195204,0.0001456979,0.00003635649,0.0002513344,0.001368889,0.9807701,0.01228813],"study_design_scores_gemma":[0.0003216843,0.0003388219,0.00567844,0.0004913852,0.00005819723,0.01394607,0.001424096,0.0009260733,0.0004976955,0.007690597,0.9685255,0.0001014149],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001256676,0.001091939,0.00008111526,0.9778633,0.01584367,0.000009570478,0.0000637032,0.00002492598,0.003765146],"genre_scores_gemma":[0.008439155,0.001316097,0.0001867868,0.9442987,0.0412676,0.00001650952,0.00003723512,0.00002318273,0.004414735],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02547511,"threshold_uncertainty_score":0.02230263,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03930747453108652,"score_gpt":0.2761197317101564,"score_spread":0.2368122571790699,"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."}}