{"id":"W2007039660","doi":"10.1016/j.atherosclerosis.2012.03.013","title":"Statin therapy prevents expansive remodeling in venous bypass grafts","year":2012,"lang":"en","type":"article","venue":"Atherosclerosis","topic":"Coronary Interventions and Diagnostics","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":false,"ca_institutions":"University Health Network; St. Michael's Hospital; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Expansive; Medicine; Statin; Cardiology; Internal medicine","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":[0.0002042426,0.00014602,0.0002364156,0.00008727187,0.00005447148,0.00001358071,0.00007534341,0.0000772729,0.0002777413],"category_scores_gemma":[0.00006492311,0.0001318546,0.0001246107,0.0001749446,0.0000278134,0.0001380439,0.00003290246,0.0001490134,0.00008657738],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009625509,"about_ca_system_score_gemma":0.00003069969,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002308718,"about_ca_topic_score_gemma":0.00002495189,"domain_scores_codex":[0.9989091,0.00005493644,0.000297225,0.0001768039,0.0001900851,0.0003718869],"domain_scores_gemma":[0.999368,0.00009894061,0.00006984028,0.000273487,0.00005344264,0.0001362584],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002869075,0.006662388,0.8328389,0.0000758658,0.0001391188,0.00001083445,0.007258861,0.00009332756,0.04407733,0.0003263014,0.00166552,0.1065647],"study_design_scores_gemma":[0.0032824,0.0008201361,0.9850661,0.0005616227,0.00005074727,0.0000152461,0.001031076,0.0003505272,0.005536975,0.0002051599,0.002833023,0.0002470195],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968787,0.001256679,0.0005007921,0.0002344879,0.0002244195,0.000375146,0.00001622245,0.00004682738,0.0004667109],"genre_scores_gemma":[0.9965868,0.0008491862,0.001447908,0.000495609,0.0001147422,0.00007227329,0.00002456262,0.00003578997,0.0003731445],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1522272,"threshold_uncertainty_score":0.5376877,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05992302842036965,"score_gpt":0.3160933479294542,"score_spread":0.2561703195090845,"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."}}