{"id":"W4366987878","doi":"10.3390/foods12091771","title":"Canadian Free Sugar Intake and Modelling of a Reformulation Scenario","year":2023,"lang":"en","type":"article","venue":"Foods","topic":"Nutritional Studies and Diet","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Canadian Institutes of Health Research","keywords":"Calorie; Counterfactual thinking; Sugar; Environmental health; Added sugar; Food science; Free sugar; Medicine; Psychology; Biology; Social psychology; Endocrinology","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":[0.002459618,0.0009333414,0.0007966263,0.0009513947,0.001289426,0.002229341,0.002582918,0.001851172,0.006362796],"category_scores_gemma":[0.006627706,0.0005982712,0.001917816,0.001629555,0.001053115,0.0008198789,0.001080379,0.001740671,0.0003580707],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02625165,"about_ca_system_score_gemma":0.01616549,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9465311,"about_ca_topic_score_gemma":0.893047,"domain_scores_codex":[0.9986938,0.0004918855,0.0000403524,0.0002387157,0.0002144154,0.0003208376],"domain_scores_gemma":[0.9977244,0.001003946,0.0001830563,0.0001329991,0.0007803936,0.0001752594],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0005855172,0.0001102082,0.01454229,0.0001659314,0.0001386793,0.0002820055,0.0002929227,0.9472626,0.0005277916,0.02501023,0.005532203,0.005549593],"study_design_scores_gemma":[0.0002744772,0.0001471161,0.01699255,0.00006815365,0.0002000177,0.00005118311,0.0006247628,0.9585219,0.000423309,0.006982085,0.01559715,0.0001172979],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8581178,0.001395308,0.02102923,0.0060539,0.0001980563,0.0008981073,0.0322925,0.0003378867,0.07967729],"genre_scores_gemma":[0.9745063,0.0004493553,0.009868325,0.0004205555,0.00001313318,0.0002670849,0.005360628,0.00003554688,0.009079097],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05346894,"threshold_uncertainty_score":0.1904699,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05057329269037728,"score_gpt":0.2672402284767595,"score_spread":0.2166669357863822,"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."}}