{"id":"W2146715800","doi":"10.1161/circinterventions.110.960062","title":"Angiographic Disease Progression and Residual Risk of Cardiovascular Events While on Optimal Medical Therapy","year":2011,"lang":"en","type":"article","venue":"Circulation Cardiovascular Interventions","topic":"Coronary Interventions and Diagnostics","field":"Medicine","cited_by":54,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Disease; Medicine; Residual risk; Medical therapy; Residual; Cardiology; Intensive care medicine; Internal medicine; Computer science; Algorithm","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":[0.001200233,0.0002393462,0.0006032083,0.00043618,0.0001679455,0.00001390152,0.000137848,0.0001602491,0.000488189],"category_scores_gemma":[0.0004849366,0.0002132102,0.005507506,0.0003801999,0.0001818327,0.0001269084,0.00008577771,0.0002596228,0.000021222],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003910729,"about_ca_system_score_gemma":0.00007930808,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008754658,"about_ca_topic_score_gemma":0.00000464144,"domain_scores_codex":[0.9970744,0.0004055422,0.0006457961,0.0004974832,0.001137784,0.0002389673],"domain_scores_gemma":[0.9980651,0.00007159816,0.0001627242,0.001007899,0.0003106139,0.0003820258],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001097384,0.005470593,0.6751093,0.001157222,0.03691788,0.000593691,0.0006162192,0.003413022,0.00001604304,0.002157578,0.0004923258,0.2729588],"study_design_scores_gemma":[0.003250719,0.0006384224,0.9862473,0.002015974,0.003799061,0.0001119668,0.00008826872,0.000634313,0.00009205072,0.0003184236,0.002571621,0.0002318761],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9277389,0.051613,0.01842506,0.00007317514,0.0002981957,0.001046099,0.0000995455,0.00009937174,0.0006066711],"genre_scores_gemma":[0.9948443,0.003914964,0.0006991993,0.00002150509,0.0001315713,0.000139824,0.0001805463,0.00003947056,0.00002867984],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3111381,"threshold_uncertainty_score":0.8694459,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05932104626150087,"score_gpt":0.3040504772736609,"score_spread":0.24472943101216,"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."}}