{"id":"W3216584492","doi":"10.1161/circ.144.suppl_1.12363","title":"Abstract 12363: Statin Use and Severity of First Manifestation of Coronary Heart Disease Across Age and Sex","year":2021,"lang":"en","type":"article","venue":"Circulation","topic":"Cardiovascular Disease and Adiposity","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Artificial Intelligence in Medicine (Canada)","funders":"","keywords":"Medicine; Statin; Cardiology; Disease; Internal medicine; Coronary heart disease; Hydroxymethylglutaryl-CoA Reductase Inhibitors; Coronary disease","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":[0.00008939327,0.00005989867,0.0001667181,0.00001802248,0.00004385846,0.00001354546,0.000008362109,0.00003387748,0.00001250955],"category_scores_gemma":[0.00006927869,0.00006513295,0.00006813982,0.00005795176,0.00005576143,0.0001422202,0.00001982775,0.00004208361,3.576596e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001104763,"about_ca_system_score_gemma":0.00003455884,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005348158,"about_ca_topic_score_gemma":0.00001468103,"domain_scores_codex":[0.9994481,0.00002864467,0.0001523729,0.0001496142,0.0001523166,0.00006893298],"domain_scores_gemma":[0.9995674,0.00005103055,0.00005200063,0.0001600374,0.00006870786,0.0001007885],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008561773,0.00009422952,0.98955,0.0006319805,0.00007289792,0.0001710539,0.0003561142,0.00007812203,0.00691887,0.00002002429,0.00001430828,0.002006789],"study_design_scores_gemma":[0.0007246622,0.00001012862,0.9972962,0.0001008907,0.0001849052,0.00004157113,0.000125908,0.0004451313,0.0008632913,0.0001006783,0.00005087197,0.00005576237],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985439,0.0009320619,0.000134822,0.00007833035,0.00001753774,0.0001631766,0.00009981532,0.000009829475,0.00002059563],"genre_scores_gemma":[0.9994528,0.00007243152,0.0001267528,0.00004463978,0.00001829544,0.000002294748,0.0002603834,0.000006838223,0.00001556152],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007746206,"threshold_uncertainty_score":0.2656045,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02341949157496034,"score_gpt":0.2731396622019169,"score_spread":0.2497201706269566,"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."}}