{"id":"W2138986242","doi":"10.1161/circoutcomes.114.001098","title":"Impact of System and Physician Factors on the Detection of Obstructive Coronary Disease With Diagnostic Angiography in Stable Ischemic Heart Disease","year":2014,"lang":"en","type":"article","venue":"Circulation Cardiovascular Quality and Outcomes","topic":"Cardiac Imaging and Diagnostics","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hamilton Health Sciences; Institute for Clinical Evaluative Sciences; Ontario Stroke Network; Health Sciences Centre; St. Michael's Hospital; St Mary's Hospital Centre; Southlake Regional Health Center","funders":"Ontario Ministry of Health and Long-Term Care; Institute for Clinical Evaluative Sciences","keywords":"Medicine; Odds ratio; Coronary artery disease; Confidence interval; Internal medicine; Cardiology; Referral; Percutaneous coronary intervention; Angiography; Myocardial infarction","routes":{"ca_aff":true,"ca_fund":true,"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":[0.004773933,0.0004774211,0.0003127786,0.0009334179,0.0005685686,0.001123095,0.000669959,0.000562767,0.00142862],"category_scores_gemma":[0.02733363,0.0003256851,0.0008356511,0.001264147,0.0006635923,0.0006170436,0.0009973348,0.0008962353,0.0001465355],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001433069,"about_ca_system_score_gemma":0.001787196,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04231977,"about_ca_topic_score_gemma":0.05893272,"domain_scores_codex":[0.9948049,0.002654461,0.0003508099,0.0006632844,0.0009478769,0.0005786737],"domain_scores_gemma":[0.9705251,0.01508786,0.009117795,0.001235173,0.001735087,0.002298988],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003919123,0.000009296128,0.9993919,0.000002592516,0.00003049287,0.00001466738,0.00001313404,0.00006724396,0.00001041599,0.000006351826,0.00003037256,0.000384355],"study_design_scores_gemma":[0.000004034381,0.0000693794,0.9982359,0.00000628362,0.00004051406,0.0000964301,0.00006080772,0.00137931,0.00002844619,0.00002647747,0.0000490891,0.000003237688],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983497,0.0003671108,0.0002891634,0.0002253984,0.00001113197,0.00001179894,0.0002049078,0.000008801329,0.0005319812],"genre_scores_gemma":[0.9995896,0.00004436713,0.000161365,0.00001952844,0.00001165859,0.000003331087,0.0001238365,0.000002129238,0.00004424198],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04231977,"threshold_uncertainty_score":0.08414692,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0177785169399967,"score_gpt":0.2674760956131308,"score_spread":0.2496975786731341,"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."}}