{"id":"W3034203878","doi":"10.3390/nu12061725","title":"Destigmatizing Carbohydrate with Food Labeling: The Use of Non-Mandatory Labelling to Highlight Quality Carbohydrate Foods","year":2020,"lang":"en","type":"review","venue":"Nutrients","topic":"Food composition and properties","field":"Nursing","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University of Saskatchewan; St. Michael's Hospital; Memorial University of Newfoundland","funders":"Institute of Nutrition, Metabolism and Diabetes; International Nut and Dried Fruit Council; Alpro Foundation; Hospital for Sick Children; Loblaw Companies Limited; General Mills; Canola Council of Canada; Canadian Nutrition Society; Agriculture and Agri-Food Canada; Canadian Institutes of Health Research; Almond Board of California; Danone; Soy Nutrition Institute; Arizona State University; California Strawberry Commission; Herbalife Nutrition; Alberta Pulse Growers Commission; PepsiCo; Abbott Laboratories; U.S. Department of Agriculture","keywords":"Labelling; Carbohydrate; Food labelling; Glycemic index; Quality (philosophy); Food science; Glycemic load; Food products; Business; Biotechnology; Glycemic; Biology; Biochemistry","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":[0.003515888,0.0006671336,0.001064422,0.00316484,0.0004905692,0.002047055,0.001080026,0.002442642,0.003215021],"category_scores_gemma":[0.00621595,0.0002973333,0.001272066,0.002718842,0.001713308,0.002418368,0.00139465,0.002357477,0.001077099],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001186503,"about_ca_system_score_gemma":0.002546611,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002898503,"about_ca_topic_score_gemma":0.00569362,"domain_scores_codex":[0.9976744,0.0009314794,0.0002957706,0.0001971715,0.000820747,0.00008041699],"domain_scores_gemma":[0.9964572,0.002576436,0.0004213874,0.000109943,0.0003917008,0.00004339917],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005674841,0.00006560081,0.0002848238,0.07084052,0.0001826724,0.0001617148,0.000892223,0.000154137,0.001308045,0.02886449,0.02159037,0.8755987],"study_design_scores_gemma":[0.00001450997,0.00005808065,0.000866089,0.03749147,0.0001815532,0.0007574939,0.0004267809,0.0000628436,0.0006402147,0.004455375,0.9550191,0.00002647241],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000403021,0.9912634,0.0007408573,0.001428937,0.0005788153,0.00003552408,0.00002965653,0.00001186881,0.0055079],"genre_scores_gemma":[0.003075527,0.9920177,0.001473961,0.001679886,0.0001836791,0.00004166498,0.00004975701,0.000007351614,0.001470516],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003515888,"threshold_uncertainty_score":0.01859397,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1292585303709579,"score_gpt":0.3286133494917805,"score_spread":0.1993548191208226,"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."}}