{"id":"W2988030222","doi":"10.1016/j.puhe.2019.09.002","title":"Prevalence of hypercholesterolemia in Nigeria: a systematic review and meta-analysis","year":2019,"lang":"en","type":"review","venue":"Public Health","topic":"Lipoproteins and Cardiovascular Health","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre for Global Health Research","funders":"National Heart, Lung, and Blood Institute; National Institutes of Health; Bundesministerium für Gesundheit; World Health Organization","keywords":"Medicine; Meta-analysis; Confidence interval; Population; Prevalence; Demography; Environmental health; Urbanization; Public health; Internal medicine","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":["metaepi_narrow","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.01098903,0.0004645796,0.0216821,0.0007631453,0.00003004068,0.00002399185,0.0002639415,0.0002576502,0.0001277635],"category_scores_gemma":[0.0005902773,0.0002830965,0.003787043,0.001776732,0.00004564484,0.00009002638,0.0001011285,0.000587549,0.00002391328],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003399142,"about_ca_system_score_gemma":0.00260514,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002272276,"about_ca_topic_score_gemma":0.0000409563,"domain_scores_codex":[0.9928362,0.002457131,0.002672764,0.0007135763,0.0007701743,0.0005500989],"domain_scores_gemma":[0.9957752,0.0001715171,0.001328903,0.00207879,0.0001665032,0.0004791401],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[3.747472e-7,0.00005232572,0.00001388033,0.9268863,0.05857256,0.000003531839,0.0000515314,1.809469e-8,9.023673e-10,0.00001860633,0.00002990671,0.01437095],"study_design_scores_gemma":[0.0001654074,0.0001057229,0.00004155629,0.1484578,0.7798904,0.0001630156,0.00001284954,7.760592e-7,3.227228e-9,8.945192e-7,0.07097567,0.0001859545],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000001696637,0.9875381,0.00004244883,0.001827343,0.00002337608,0.0103307,0.0001258274,0.00002040223,0.00009012548],"genre_scores_gemma":[0.00003139826,0.9956949,0.0001378383,0.002336184,0.0000252015,0.001116957,0.00006927131,0.00004507002,0.0005431814],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7784285,"threshold_uncertainty_score":0.9999621,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1755074406809115,"score_gpt":0.3956547246084073,"score_spread":0.2201472839274959,"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."}}