{"id":"W2104502364","doi":"10.2174/157340313805076313","title":"Evidence of Lifestyle Modification in the Management of Hypercholesterolemia","year":2013,"lang":"en","type":"review","venue":"Current Cardiology Reviews","topic":"Cholesterol and Lipid Metabolism","field":"Medicine","cited_by":99,"is_retracted":false,"has_abstract":true,"ca_institutions":"Regina Qu'Appelle Health Region","funders":"","keywords":"Medicine; Obesity; Coronary heart disease; Diabetes mellitus; MEDLINE; Cause of death; Weight loss; Disease; Intensive care medicine; Gerontology; Internal medicine; Endocrinology","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":[0.002218334,0.000382188,0.00433552,0.0001994331,0.00001470861,0.000005421255,0.000541545,0.0002251988,0.00001340727],"category_scores_gemma":[0.000114197,0.0002048473,0.001075345,0.0004400086,0.0001613396,0.00006040017,0.0001165951,0.0006140767,0.0001308759],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004681042,"about_ca_system_score_gemma":0.00007507118,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004339887,"about_ca_topic_score_gemma":2.774059e-7,"domain_scores_codex":[0.9959002,0.001396762,0.001788838,0.000441321,0.0002351367,0.0002377656],"domain_scores_gemma":[0.9973487,0.0002030489,0.0009443219,0.001363204,0.00008177645,0.0000589506],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000004328394,0.00005068927,0.0001938893,0.104003,0.0001035602,0.000002541268,0.0000593279,2.41795e-7,0.00000159394,0.00007389284,0.0009807023,0.8945262],"study_design_scores_gemma":[0.0002019559,0.00004515521,0.001451531,0.111191,0.002903246,0.0000937701,0.00001159698,6.422858e-7,2.478644e-7,0.000007849531,0.8839765,0.0001165182],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002578165,0.9944985,0.00005037758,0.0000345659,0.0006256869,0.004150523,0.00001122078,0.000007112475,0.0003642191],"genre_scores_gemma":[0.0001300627,0.9980339,0.0001445204,0.00003277749,0.000367859,0.001130874,0.00008630024,0.00002149599,0.00005215771],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8944097,"threshold_uncertainty_score":0.8353431,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3162202120940521,"score_gpt":0.4501490442620238,"score_spread":0.1339288321679717,"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."}}