{"id":"W2783499363","doi":"10.1016/j.ypmed.2017.12.031","title":"A free sugars daily value (DV) identifies more “less healthy” prepackaged foods and beverages than a total sugars DV","year":2018,"lang":"en","type":"article","venue":"Preventive Medicine","topic":"Nutritional Studies and Diet","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"Canadian Institutes of Health Research; University of Toronto; Government of Canada; Health Canada; Canadian Diabetes Association; Canadian Stroke Network; National Physical Science Consortium; Public Health England","keywords":"Sugar; Labelling; Medicine; Food science; Nutrition Labeling; Free sugar; Added sugar; Dietary Sucrose; Chemistry; Environmental health; Biochemistry","routes":{"ca_aff":true,"ca_fund":true,"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"],"consensus_categories":[],"category_scores_codex":[0.0006609666,0.0003551073,0.0007939715,0.000173423,0.0003957422,0.00002232622,0.0001738204,0.00011466,0.0002892775],"category_scores_gemma":[0.0007343224,0.0002716794,0.0001391528,0.0003075973,0.001353486,0.0001331886,0.0003323804,0.0002958928,0.00001459396],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009752376,"about_ca_system_score_gemma":0.00007589095,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007659722,"about_ca_topic_score_gemma":0.0003388732,"domain_scores_codex":[0.9974353,0.0001465207,0.0005288766,0.0006429388,0.0007178279,0.0005285165],"domain_scores_gemma":[0.9983425,0.0002375536,0.0001892135,0.0005067457,0.0003679435,0.0003560489],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.01186501,0.003776365,0.3744234,0.006086117,0.005108651,0.001047912,0.03458142,0.000001759753,0.02425691,0.01115182,0.5082065,0.01949417],"study_design_scores_gemma":[0.01221243,0.005216414,0.9548573,0.002086496,0.0006637443,0.0003150507,0.008156359,0.00007368546,0.001409564,0.009550729,0.005022146,0.0004360484],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9688299,0.008392228,0.0002407202,0.01767474,0.0006918702,0.001047346,0.0001115361,0.000104657,0.002907023],"genre_scores_gemma":[0.9913661,0.001148967,0.0007245349,0.001357103,0.001640017,0.0001019042,0.0001030626,0.00004405972,0.003514287],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.580434,"threshold_uncertainty_score":0.9999735,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02421371610016587,"score_gpt":0.3196907563348255,"score_spread":0.2954770402346596,"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."}}