{"id":"W4282841382","doi":"10.1093/cdn/nzac051.030","title":"Healthfulness of Food Choices As Recommended in Canada’s Food Guide 2019 and Cardiometabolic Health in Canadians: Evidence From the National Canadian Health Measures Survey","year":2022,"lang":"en","type":"article","venue":"Current Developments in Nutrition","topic":"Nutritional Studies and Diet","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Body mass index; Medicine; Red meat; Environmental health; Food group; Saturated fat; Food science; Demography; Gerontology; Cholesterol; Biology; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"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":[0.003914991,0.0004482075,0.0006714913,0.001464531,0.001695442,0.001300319,0.001484541,0.0005545085,0.002574235],"category_scores_gemma":[0.01122311,0.0003350452,0.001377037,0.00489272,0.0006637075,0.000528259,0.0009259203,0.0009580047,0.0001955302],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01553679,"about_ca_system_score_gemma":0.02915898,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.991091,"about_ca_topic_score_gemma":0.9933344,"domain_scores_codex":[0.9970821,0.0003927925,0.0002536073,0.0002906882,0.001700697,0.0002801489],"domain_scores_gemma":[0.9914868,0.0008701641,0.001634284,0.0002473983,0.005018303,0.0007430525],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006877488,0.0001248548,0.9073781,0.002810457,0.001828827,0.00005879618,0.0008966702,0.0003657335,0.00008057865,0.0008313765,0.02367738,0.06125943],"study_design_scores_gemma":[0.00004109102,0.00003097347,0.993161,0.0004097441,0.0002957575,0.0000181925,0.0002740401,0.0002058931,0.00003530483,0.0000726614,0.005429488,0.00002597237],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6923506,0.1098365,0.00155714,0.01098942,0.0006635746,0.0007813419,0.1548979,0.0001314331,0.02879216],"genre_scores_gemma":[0.9504403,0.02237699,0.002174259,0.001574152,0.00008681539,0.0002370875,0.02120118,0.00002070176,0.001888546],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01553679,"threshold_uncertainty_score":0.1127278,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1046866943340205,"score_gpt":0.345418281004958,"score_spread":0.2407315866709376,"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."}}