{"id":"W4390068758","doi":"10.1590/0102-311xen249422","title":"Health and economic burden of sugar-sweetened beverages consumption in Brazil","year":2023,"lang":"en","type":"article","venue":"Cadernos de Saúde Pública","topic":"Obesity, Physical Activity, Diet","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"International Development Research Centre","keywords":"Environmental health; Medicine; Overweight; Obesity; Body mass index; Disease burden; Public health; Consumption (sociology); Diabetes mellitus; Burden of disease; Incidence (geometry); Disease; Population; Gerontology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006329661,0.0002723472,0.0002984785,0.001027155,0.0002355366,0.0007212936,0.0002239899,0.0002056445,0.001113029],"category_scores_gemma":[0.002127091,0.000178781,0.0007469156,0.001269167,0.0003224356,0.0003048469,0.0007414868,0.0003576966,0.00006494252],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001859788,"about_ca_system_score_gemma":0.001502474,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1144812,"about_ca_topic_score_gemma":0.1352217,"domain_scores_codex":[0.9996574,0.0001212526,0.00003685398,0.00004163902,0.00008101518,0.00006183946],"domain_scores_gemma":[0.9993945,0.0001418303,0.0002603025,0.00002940313,0.0001081361,0.00006578849],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001341323,0.0000945596,0.9512456,0.0005318169,0.0004453984,0.0006114535,0.001998263,0.0007030381,0.001551768,0.00328057,0.0008934347,0.03850985],"study_design_scores_gemma":[0.00002216811,0.00009291798,0.9874134,0.0004689045,0.0003074385,0.0005643861,0.001747261,0.0017424,0.0003327781,0.001021042,0.006265293,0.00002204877],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9803992,0.007084172,0.0004717985,0.001866078,0.00002278947,0.00007554753,0.002389061,0.00001707681,0.007674274],"genre_scores_gemma":[0.9963049,0.00266431,0.0003645826,0.00007154199,0.000006513118,0.00001568492,0.000337232,0.000003981268,0.0002312339],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1144812,"threshold_uncertainty_score":0.2276298,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02617416855166704,"score_gpt":0.3145992927024329,"score_spread":0.2884251241507659,"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."}}