{"id":"W4205294853","doi":"10.1139/apnm-2021-0517","title":"Intakes of nutrients and food categories in Canadian children and adolescents across levels of sugars intake: cross-sectional analyses of the Canadian Community Health Survey 2015 Public Use Microdata File","year":2022,"lang":"en","type":"article","venue":"Applied Physiology Nutrition and Metabolism","topic":"Nutritional Studies and Diet","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Sugar Institute; University of Toronto; St. Michael's Hospital","funders":"Institute of Nutrition, Metabolism and Diabetes; Ontario Ministry of Research and Innovation; Banting and Best Diabetes Centre, University of Toronto; International Nut and Dried Fruit Council; Mitacs; Canadian Institutes of Health Research; Almond Board of California; Danone; National Honey Board; Physicians' Services Incorporated Foundation; Loblaw Companies Limited; University of Toronto; Alberta Pulse Growers Commission; United Soybean Board; Government of Canada; Diabetes Canada; U.S. Department of Agriculture","keywords":"Nutrient; Niacin; Food science; Riboflavin; Micronutrient; Added sugar; Sugar; Vitamin C; Food group; Dietary Sucrose; Reference Daily Intake; Dietary Reference Intake; Vitamin; Saturated fat; Chemistry; Medicine; Environmental health; Biochemistry","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.001469395,0.001045386,0.001154482,0.004508791,0.003131474,0.001493592,0.003092801,0.0005432376,0.007645827],"category_scores_gemma":[0.004381176,0.001012255,0.002195823,0.01454973,0.0004240276,0.0005646392,0.001217507,0.001128127,0.001188902],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03079264,"about_ca_system_score_gemma":0.04125281,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9981744,"about_ca_topic_score_gemma":0.9982818,"domain_scores_codex":[0.9979028,0.0001210092,0.0002265402,0.0003764515,0.0009751293,0.0003982131],"domain_scores_gemma":[0.9962599,0.000122153,0.0005281378,0.0001649715,0.002604679,0.000320159],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002818557,0.00006529339,0.8710192,0.001056561,0.001096696,0.0001158058,0.001052505,0.0008076283,0.0003274542,0.0008620968,0.1104077,0.01290725],"study_design_scores_gemma":[0.0000318936,0.00001199267,0.9858809,0.0001290145,0.0001214195,0.00005267315,0.0004767814,0.0003860497,0.0001062909,0.00003772596,0.01273401,0.00003127317],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.1435364,0.001801095,0.0006981631,0.0004689689,0.00008372709,0.0004294997,0.8458135,0.000219569,0.006949132],"genre_scores_gemma":[0.4567981,0.003861576,0.005958143,0.0006826658,0.00005802438,0.001274943,0.5219181,0.0001567163,0.009291779],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03079264,"threshold_uncertainty_score":0.2234173,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0781599018585629,"score_gpt":0.3369625297510217,"score_spread":0.2588026278924588,"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."}}