{"id":"W2763558956","doi":"10.15829/1728-8800-2017-4-18-24","title":"EVALUATION OF MYOCARDIAL REVASCULARIZATION IN STABLE CORONARY HEART DISEASE PATIENTS AND FACTORS ASSOCIATED WITH INVASIVE STRATEGY CHOICE","year":2017,"lang":"en","type":"article","venue":"CARDIOVASCULAR THERAPY AND PREVENTION","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Revascularization; Internal medicine; Cardiology; Myocardial infarction; Canadian Cardiovascular Society; Angina; Stenosis; Heart failure; Coronary artery disease; Unstable angina","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001730535,0.0001328841,0.0005580157,0.00006423473,0.0001242204,0.00003739556,0.00003435789,0.00008797885,0.00001037833],"category_scores_gemma":[0.0005373631,0.000104396,0.0003786793,0.00006346667,0.00008360863,0.0002406352,0.00001487481,0.00007815544,1.96625e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005366562,"about_ca_system_score_gemma":0.000126338,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006924064,"about_ca_topic_score_gemma":0.00001874478,"domain_scores_codex":[0.9981014,0.0006238776,0.0001860548,0.0002453615,0.0007218212,0.00012153],"domain_scores_gemma":[0.999074,0.0001023942,0.0001095092,0.0003279989,0.0002937643,0.00009237179],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000215939,0.0001008388,0.9711143,0.00004383814,0.001311987,0.000004958949,0.0001034451,0.0002229186,0.00006315738,0.00003327989,0.000002031637,0.02678325],"study_design_scores_gemma":[0.007151255,0.0002378571,0.9904007,0.0001831045,0.001277789,0.000001932809,0.00004048151,0.0000967894,0.0001033518,0.0001660629,0.0002266077,0.0001140741],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9924673,0.006084155,0.00004905604,0.00003620696,0.00004173747,0.001038261,0.00000724724,0.000009415371,0.0002666233],"genre_scores_gemma":[0.9986449,0.001040052,0.000009276613,0.0000225837,0.00002552706,0.00003417268,0.0001677962,0.00001348291,0.00004213255],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02666917,"threshold_uncertainty_score":0.4257144,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06605281161358567,"score_gpt":0.2927062865012353,"score_spread":0.2266534748876496,"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."}}