{"id":"W2224378993","doi":"","title":"Abstract 18193: Stress Myocardial Perfusion Positron Emission Tomography Provides Incremental Risk Prediction in Subjects With and Without Diabetes","year":2014,"lang":"en","type":"article","venue":"Florida International University Digital Commons (Florida International University)","topic":"Cardiac Imaging and Diagnostics","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Medicine; Myocardial perfusion imaging; Positron emission tomography; Hazard ratio; Ejection fraction; Diabetes mellitus; Internal medicine; Cardiology; Proportional hazards model; Cardiac PET; Nuclear medicine; Perfusion; Coronary artery disease; Confidence interval; Heart failure; Endocrinology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009754564,0.0003856154,0.0003286256,0.0004159335,0.0001782614,0.0005207582,0.0002443407,0.0003974887,0.002225603],"category_scores_gemma":[0.002165643,0.0001987726,0.0002732612,0.000304955,0.0002270707,0.000292946,0.0002621156,0.0004165384,0.0003757995],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001469303,"about_ca_system_score_gemma":0.0001583319,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001520645,"about_ca_topic_score_gemma":0.00196502,"domain_scores_codex":[0.99977,0.00009862495,0.00001399274,0.00004854131,0.00002988785,0.00003899932],"domain_scores_gemma":[0.9991902,0.0003423935,0.0001919258,0.00006603329,0.00005217256,0.0001573415],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00139247,0.00004398259,0.9942021,0.000007488068,0.00007402012,0.00004965321,0.00001658926,0.0000663676,0.0005186176,0.00001013949,0.0001548574,0.003463761],"study_design_scores_gemma":[0.0000464411,0.0002629497,0.9983551,0.000004760173,0.00009644566,0.0001902333,0.00003181857,0.0006349629,0.000197881,0.00005445154,0.0001214566,0.000003529942],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999045,0.0003375924,0.0001061226,0.00007585162,0.000009574128,0.000004262519,0.0001741244,0.000005941322,0.0002416314],"genre_scores_gemma":[0.9993615,0.00008843723,0.0001103813,0.00002546912,0.00003242474,0.000003186251,0.0002409395,0.00000167168,0.0001360201],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002225603,"threshold_uncertainty_score":0.007445395,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00500556871006948,"score_gpt":0.1896647690650917,"score_spread":0.1846592003550222,"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."}}