{"id":"W6901752683","doi":"10.60692/3rykk-mrb92","title":"National trends in total cholesterol obscure heterogeneous changes in HDL and non-HDL cholesterol and total-to-HDL cholesterol ratio: a pooled analysis of 458 population-based studies in Asian and Western countries","year":2019,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Diabetes, Cardiovascular Risks, and Lipoproteins","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Agency of Canada; Dalhousie University","funders":"","keywords":"Cholesterol; Coronary heart disease; Total cholesterol; High-density lipoprotein; Western europe; Cholesterol lowering; Confidence interval","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":["metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.02271917,0.001668703,0.005914867,0.006993152,0.0004232529,0.002712928,0.0009722071,0.001160441,0.0008143182],"category_scores_gemma":[0.01877195,0.001209341,0.01867474,0.00990365,0.0004850659,0.0009642761,0.00184342,0.0005056838,0.0001757534],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006780605,"about_ca_system_score_gemma":0.001112212,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006082074,"about_ca_topic_score_gemma":0.006442389,"domain_scores_codex":[0.9827057,0.00765033,0.005550364,0.002524817,0.001236124,0.0003325896],"domain_scores_gemma":[0.9847345,0.005565317,0.004113988,0.002856909,0.002439671,0.0002895325],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.002303013,0.00002910994,0.5833931,0.005416631,0.394579,0.0001860555,0.0002243123,0.0009892274,0.0007257875,0.00007678435,0.0005236084,0.0115534],"study_design_scores_gemma":[0.0003417675,0.0003509523,0.6429698,0.001160004,0.3507578,0.0003849358,0.0003766823,0.001157295,0.0004760014,0.0002231618,0.001737028,0.00006464423],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7232786,0.2525921,0.009587098,0.000271701,0.0002831177,0.0004674001,0.01211497,0.0001722397,0.001232712],"genre_scores_gemma":[0.9761953,0.01527724,0.002680168,0.0002114606,0.00009955248,0.0003692643,0.004988371,0.00003908858,0.0001396062],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9940851,"threshold_uncertainty_score":0.1201519,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02061820073573151,"score_gpt":0.2555308424238724,"score_spread":0.2349126416881409,"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."}}