{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001135021,0.0001854397,0.000431827,0.000278491,0.0002106881,0.0005076172,0.0001842522,0.0003619209,0.0009441481],"category_scores_gemma":[0.003160763,0.0001016396,0.0004073632,0.0002845766,0.0002930262,0.0002730974,0.0002466142,0.0006467874,0.00007441857],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002234049,"about_ca_system_score_gemma":0.0002569944,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00056288,"about_ca_topic_score_gemma":0.0008087792,"domain_scores_codex":[0.9995967,0.0001447803,0.00003725891,0.00008201671,0.00007660036,0.0000626323],"domain_scores_gemma":[0.9970121,0.0007170938,0.001424589,0.0001577029,0.0001106899,0.0005778598],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006283133,0.0002735459,0.9834344,0.00004239592,0.0002649657,0.00007092144,0.00003487509,0.0003768408,0.0006628588,0.00006211552,0.0001769528,0.008317047],"study_design_scores_gemma":[0.0001389977,0.001276308,0.9974571,0.0000111647,0.0001415569,0.0001881919,0.0000184067,0.0004409836,0.0001205163,0.00006848272,0.0001330145,0.000005204242],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998654,0.0005365352,0.00007540097,0.00007283752,0.000006545651,0.000008503116,0.00008290461,0.000003298725,0.0005598567],"genre_scores_gemma":[0.9996198,0.00009450184,0.00004597024,0.00002405217,0.00002211167,0.000005272176,0.0001444346,5.919173e-7,0.00004315039],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001135021,"threshold_uncertainty_score":0.006002665,"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."}}