{"id":"W2033704659","doi":"10.1186/1471-2458-12-502","title":"Evidence to support a food-based dietary guideline on sugar consumption in South Africa","year":2012,"lang":"en","type":"review","venue":"BMC Public Health","topic":"Diet, Metabolism, and Disease","field":"Medicine","cited_by":58,"is_retracted":false,"has_abstract":true,"ca_institutions":"Athabasca University","funders":"","keywords":"Medicine; Sugar; Micronutrient; Added sugar; Environmental health; Cochrane Library; Obesity; Population; Dietary Sucrose; Food science; Meta-analysis; Internal medicine; Pathology; Biology","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":[],"consensus_categories":[],"category_scores_codex":[0.01772656,0.001363061,0.004582785,0.01120378,0.0006955018,0.004734279,0.003147083,0.003935807,0.008206907],"category_scores_gemma":[0.1062564,0.001306466,0.005974887,0.01019216,0.001365958,0.003718814,0.002379116,0.003124272,0.0007819139],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005860075,"about_ca_system_score_gemma":0.01940389,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01212516,"about_ca_topic_score_gemma":0.02620548,"domain_scores_codex":[0.9866526,0.004878809,0.004742736,0.0006220386,0.002730416,0.0003734886],"domain_scores_gemma":[0.9298757,0.04567487,0.01543055,0.0006798202,0.007594596,0.0007444785],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0002107167,0.00003533537,0.001280288,0.9093489,0.003927032,0.0001477833,0.0003114764,0.0001179338,0.0001478839,0.0006946994,0.004293925,0.07948402],"study_design_scores_gemma":[0.0002187545,0.00008926142,0.003077441,0.959937,0.01026651,0.0001625394,0.0002951356,0.0000402752,0.0001118681,0.000420823,0.02536483,0.00001551109],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0009085494,0.9929571,0.0001938117,0.003546502,0.0007757772,0.000341102,0.0002583916,0.000009793266,0.001008942],"genre_scores_gemma":[0.01691336,0.9771537,0.001386475,0.003269454,0.0003042998,0.0005109899,0.0002870376,0.000007821071,0.0001668695],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01772656,"threshold_uncertainty_score":0.09374821,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4400437264632991,"score_gpt":0.4500271970300505,"score_spread":0.009983470566751307,"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."}}