{"id":"W1901829582","doi":"10.1111/j.1445-5994.2009.02066.x","title":"What is the role of invasive versus non‐invasive coronary angiography in the investigation of patients suspected to have coronary heart disease?","year":2009,"lang":"en","type":"review","venue":"Internal Medicine Journal","topic":"Cardiac Imaging and Diagnostics","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hamilton Health Sciences; McMaster University; Population Health Research Institute","funders":"","keywords":"Medicine; Coronary artery disease; Coronary angiography; Radiology; Angiography; Coronary arteries; Cardiology; Internal medicine; Artery; Myocardial infarction","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006945987,0.0004428923,0.001660763,0.0008253657,0.00006897652,0.00003822648,0.00051272,0.0001366598,0.00007108462],"category_scores_gemma":[0.001933521,0.0002353574,0.001067931,0.0006733207,0.0004176698,0.0001609265,0.00009217393,0.001121934,0.000008451768],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002130721,"about_ca_system_score_gemma":0.000800251,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000153915,"about_ca_topic_score_gemma":0.00002692672,"domain_scores_codex":[0.9963405,0.0004531743,0.001337433,0.0003058821,0.001235393,0.0003276815],"domain_scores_gemma":[0.9947051,0.002717438,0.0009643083,0.0005374144,0.0006849041,0.0003907766],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002766278,0.0005725139,0.5844508,0.003585879,0.001853641,0.0007741468,0.009388498,0.000007197855,0.00002017239,0.00001683235,0.07695056,0.3196135],"study_design_scores_gemma":[0.00492786,0.004709551,0.7166762,0.1643792,0.006691721,0.001178426,0.007227793,0.000003453003,0.00003668008,0.0006448725,0.09313753,0.0003866867],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.02236103,0.9707916,0.000005871374,0.003545036,0.001507065,0.001363282,0.00007288739,0.00000776145,0.0003454228],"genre_scores_gemma":[0.1064209,0.8898395,0.00003665293,0.002479697,0.0009673671,0.00003429877,0.0001390466,0.00004249971,0.00004000416],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.3192268,"threshold_uncertainty_score":0.9597595,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02523268625282645,"score_gpt":0.3172209804246544,"score_spread":0.291988294171828,"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."}}