{"id":"W346115143","doi":"","title":"Abstract 13206: Relationship Between Appropriateness of Elective Coronary Angiography and Diagnostic Yield for Obstructive Coronary Artery Disease","year":2014,"lang":"en","type":"article","venue":"","topic":"Cardiac Imaging and Diagnostics","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Stroke Network; Southlake Regional Health Center; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Coronary artery disease; Revascularization; Cardiac catheterization; Myocardial infarction; Angiography; Cohort; Cardiology; Internal medicine; Coronary angiography; Population; Disease","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001154453,0.0002282101,0.000213932,0.0007447089,0.000283796,0.0005650023,0.000425451,0.000363918,0.002536974],"category_scores_gemma":[0.01276453,0.0001447939,0.000219254,0.0009971609,0.0004238021,0.0002621069,0.0003174298,0.0004550475,0.0003095368],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001127688,"about_ca_system_score_gemma":0.001202483,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03387681,"about_ca_topic_score_gemma":0.04199767,"domain_scores_codex":[0.9988284,0.000232927,0.0001926298,0.0001613359,0.0004768131,0.0001079319],"domain_scores_gemma":[0.9880636,0.003377959,0.005677592,0.0003492721,0.001595828,0.0009358339],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002909595,0.000003788797,0.9994484,0.000005825903,0.00001064356,0.00001288848,0.000009110842,0.00002159429,0.00003445374,0.00000485092,0.00009574054,0.0003236252],"study_design_scores_gemma":[0.000002713992,0.00001359443,0.9995385,0.000003398247,0.000008808819,0.00012812,0.00002179971,0.000158106,0.00002505071,0.00001354408,0.00008495432,0.00000137733],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964742,0.0002315811,0.0002078217,0.0001818337,0.000009529786,0.0000187452,0.001679035,0.000009935082,0.001187271],"genre_scores_gemma":[0.9989349,0.00004353452,0.0001817894,0.00002252456,0.00001153759,0.000007909081,0.0007033161,0.000002757666,0.00009171383],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03387681,"threshold_uncertainty_score":0.06735927,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02527544104746313,"score_gpt":0.266394349111138,"score_spread":0.2411189080636749,"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."}}