{"id":"W2070713806","doi":"10.1161/circimaging.108.123999","title":"Outcomes Research in Cardiovascular Imaging","year":2009,"lang":"en","type":"article","venue":"Circulation Cardiovascular Imaging","topic":"Cardiac Imaging and Diagnostics","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Asymptomatic; Coronary artery disease; Clinical trial; Cardiology; Canadian Cardiovascular Society; Ejection fraction; Angina; Internal medicine; Heart failure; Randomized controlled trial; Clinical research; Unstable angina; Intensive care medicine; Coronary heart disease; Myocardial infarction","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.004750648,0.0003675252,0.001244566,0.001178959,0.0002607866,0.0001856108,0.0001915764,0.00009126901,0.00001695034],"category_scores_gemma":[0.0009340892,0.0003864497,0.002791577,0.001411707,0.0001670726,0.0004130225,0.0000824164,0.0007972994,0.0001313663],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005717549,"about_ca_system_score_gemma":0.0002044084,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002930721,"about_ca_topic_score_gemma":0.000001105009,"domain_scores_codex":[0.994833,0.0005053573,0.0006018463,0.0009700542,0.002119254,0.0009705132],"domain_scores_gemma":[0.9968665,0.0002492587,0.00005234268,0.001951578,0.0005996913,0.0002806499],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001598845,0.00009622428,0.8030625,0.00006119818,0.0007313949,0.001213934,0.0002787018,0.009488418,0.000231795,0.0001682537,0.0003729937,0.1842786],"study_design_scores_gemma":[0.003061263,0.000009897211,0.9729018,0.0002611638,0.0006452402,0.000720575,0.0003828763,0.004596487,0.0001577437,0.0008595595,0.01598641,0.0004170079],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4752293,0.3278189,0.07342517,0.01302096,0.002674436,0.004725466,0.00002338282,0.001601878,0.1014805],"genre_scores_gemma":[0.9974506,0.0001643152,0.0008682085,0.0008060854,0.0005095382,0.00004100294,0.0000565045,0.00006942239,0.00003426524],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5222214,"threshold_uncertainty_score":0.9998587,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03847309496581179,"score_gpt":0.3412122342583651,"score_spread":0.3027391392925532,"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."}}