{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001220874,0.0003528878,0.0003544293,0.0008154456,0.00034026,0.0006527941,0.0003309781,0.0006334915,0.002828274],"category_scores_gemma":[0.0052281,0.0001674818,0.000550318,0.0006014064,0.0002666446,0.0003623791,0.0004316469,0.0007226955,0.0003172673],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002347447,"about_ca_system_score_gemma":0.000443797,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001137294,"about_ca_topic_score_gemma":0.002034332,"domain_scores_codex":[0.9992162,0.0002680365,0.0001305174,0.0001167683,0.0001442363,0.0001242349],"domain_scores_gemma":[0.997229,0.0009197198,0.001095136,0.0001062307,0.000218416,0.0004314572],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005708577,0.00002439749,0.9990854,0.000004928397,0.00001752674,0.00001947031,0.00001680866,0.00002554861,0.00002404404,0.00000839395,0.00003617398,0.0006802006],"study_design_scores_gemma":[0.00001056672,0.0001626337,0.9980206,0.00001598628,0.00004532778,0.0002685965,0.0002401687,0.0009166957,0.00006320362,0.00007024188,0.0001816897,0.000004239489],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990591,0.0002528038,0.0001354253,0.00009329266,0.0000090105,0.000008649973,0.0001146679,0.000001663358,0.0003252721],"genre_scores_gemma":[0.9994747,0.00007555705,0.0001176721,0.00001786884,0.00001635635,0.000006399574,0.0001882638,9.70353e-7,0.0001022824],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002828274,"threshold_uncertainty_score":0.009461522,"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."}}