{"id":"W2792215908","doi":"10.1016/s0735-1097(18)30589-8","title":"INDEPENDENT PREDICTORS OF LIPID-LOWERING THERAPY INTENSIFICATION AMONG PATIENTS HOSPITALIZED FOR AN ACUTE CORONARY SYNDROME: INSIGHTS FROM THE AMI-OPTIMA STUDY","year":2018,"lang":"en","type":"article","venue":"Journal of the American College of Cardiology","topic":"Lipoproteins and Cardiovascular Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Acute coronary syndrome; Internal medicine; Cardiology; Intensive care medicine; Myocardial infarction","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":[0.0007918073,0.0004747013,0.0008282603,0.0004694144,0.0003754721,0.001107979,0.0004823957,0.0008989032,0.001120372],"category_scores_gemma":[0.002296981,0.0003841903,0.001403276,0.0009271239,0.0002282926,0.0006021854,0.0008150886,0.001449169,0.0001704349],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003372112,"about_ca_system_score_gemma":0.0004971381,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003974536,"about_ca_topic_score_gemma":0.006306067,"domain_scores_codex":[0.9993955,0.000183537,0.00008112073,0.0001270235,0.0001020436,0.0001107598],"domain_scores_gemma":[0.9985097,0.0003870098,0.0005665029,0.0001111541,0.0001125017,0.000313212],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005773119,0.0001436272,0.9972841,0.00001251279,0.0003064731,0.00004219195,0.00003216576,0.00005348721,0.0001214899,0.00002613327,0.0001869126,0.001213611],"study_design_scores_gemma":[0.00004658166,0.00007927587,0.9992371,0.000005891572,0.0001772252,0.00005601833,0.00007281586,0.0001786187,0.00001961716,0.00003828211,0.00008400017,0.000004652512],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981347,0.0004930253,0.0000585081,0.0001694602,0.00001470137,0.00001204654,0.0006444844,0.000003337946,0.0004696495],"genre_scores_gemma":[0.9979671,0.0002704515,0.0001808414,0.00009620217,0.00006444907,0.00002126842,0.001265557,0.000004252831,0.0001298314],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003974536,"threshold_uncertainty_score":0.007902801,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01396463468455281,"score_gpt":0.268317361689413,"score_spread":0.2543527270048602,"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."}}