{"id":"W4378373513","doi":"10.1016/j.jacadv.2023.100315","title":"Estimating the Prevalence of Hypercholesterolemia in Indigenous Populations","year":2023,"lang":"en","type":"article","venue":"JACC Advances","topic":"Lipoproteins and Cardiovascular Health","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; University of Toronto; University of British Columbia","funders":"Canadian Institutes of Health Research; Michael Smith Health Research BC; Amgen","keywords":"Indigenous; Familial hypercholesterolemia; Geography; Biology; Medicine; Internal medicine; Ecology; Cholesterol","routes":{"ca_aff":true,"ca_fund":true,"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":[0.02189907,0.001081033,0.004732675,0.007865368,0.0004867943,0.001829876,0.001673779,0.001535477,0.001645051],"category_scores_gemma":[0.06570114,0.00117002,0.007337382,0.00517325,0.0007854257,0.001686159,0.001761886,0.00105214,0.0001544712],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001676033,"about_ca_system_score_gemma":0.004690668,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02893527,"about_ca_topic_score_gemma":0.0328656,"domain_scores_codex":[0.9819032,0.008208008,0.005454949,0.001448084,0.002681628,0.0003040583],"domain_scores_gemma":[0.966273,0.02012031,0.008235212,0.0007092393,0.004378167,0.0002841087],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"observational","study_design_scores_codex":[0.00189502,0.0001439049,0.1545417,0.5792037,0.1472904,0.0004775054,0.003251865,0.0009283064,0.00111077,0.0005935542,0.001980653,0.1085827],"study_design_scores_gemma":[0.002130114,0.001492474,0.3788492,0.2174095,0.3741868,0.002334824,0.003421212,0.001673243,0.001017941,0.001544824,0.01565179,0.0002881519],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.08671486,0.9043034,0.00223224,0.0008469173,0.0002007846,0.001313097,0.002477136,0.00002658999,0.001884853],"genre_scores_gemma":[0.6499596,0.3345255,0.008634474,0.001222893,0.0002484576,0.002993444,0.002002481,0.00002100568,0.0003921144],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02893527,"threshold_uncertainty_score":0.1158147,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03190581078072457,"score_gpt":0.3384936924684591,"score_spread":0.3065878816877345,"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."}}