{"id":"W4382795571","doi":"10.1093/eurheartj/ehad371","title":"Lipid distributions in the Global Diagnostics Network across five continents","year":2023,"lang":"en","type":"article","venue":"European Heart Journal","topic":"Diabetes, Cardiovascular Risks, and Lipoproteins","field":"Medicine","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"National Heart, Lung, and Blood Institute; National Institute on Aging; National Institutes of Health; American Heart Association","keywords":"Medicine; Cholesterol; Guideline; Ldl cholesterol; Psychological intervention; Internal medicine; Demography; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.002349268,0.000327718,0.0002841918,0.002438322,0.0003328907,0.001020887,0.0004137979,0.0002889142,0.000757325],"category_scores_gemma":[0.005945712,0.0001522853,0.0003376001,0.0049047,0.0004195871,0.000559195,0.001442391,0.0002755288,0.0001870875],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00105311,"about_ca_system_score_gemma":0.001003213,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01615107,"about_ca_topic_score_gemma":0.01234979,"domain_scores_codex":[0.9984294,0.0006759471,0.0001947425,0.0002393865,0.0002785616,0.0001820736],"domain_scores_gemma":[0.9957336,0.0007616027,0.001677914,0.0003520829,0.001090268,0.0003845712],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005894951,0.0000106248,0.9902653,0.00003905782,0.0001001776,0.00008966894,0.0004935457,0.0002419727,0.0001314954,0.0001777454,0.001145449,0.007245919],"study_design_scores_gemma":[0.000009209772,0.00003788403,0.9951233,0.00004317347,0.00004767191,0.0002326764,0.00085401,0.000331834,0.0001084993,0.000113901,0.003089801,0.000008002214],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9903919,0.001038265,0.0003993658,0.0004243575,0.00002054905,0.00003190163,0.005526193,0.00002785345,0.002139621],"genre_scores_gemma":[0.9936115,0.0004141137,0.0007622734,0.0002008023,0.00001781805,0.00004808374,0.004721065,0.000008773202,0.0002156708],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01615107,"threshold_uncertainty_score":0.03211415,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03513703328497479,"score_gpt":0.324854111815224,"score_spread":0.2897170785302492,"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."}}