{"id":"W7104267342","doi":"10.6084/m9.figshare.30549391.v1","title":"Additional file 1 of Associations between the overall nutritional quality of prepackaged food categories consumed at breakfast or as snacks and the presence of nutrition-related labelling messages: a cross-sectional analysis of products sold in the province of Québec (Canada)","year":2025,"lang":"","type":"article","venue":"Open MIND","topic":"Consumer Attitudes and Food Labeling","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Quality (philosophy); Labelling; Food labelling; Food products; Statistical analysis; Milk products","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001330212,0.0008884917,0.001324322,0.002354831,0.002107902,0.001269794,0.002034704,0.001069198,0.7139608],"category_scores_gemma":[0.02432266,0.000481982,0.0008621949,0.004856908,0.0003153524,0.0009651912,0.000709259,0.0008497281,0.04568165],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004774262,"about_ca_system_score_gemma":0.007935441,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.598818,"about_ca_topic_score_gemma":0.6499356,"domain_scores_codex":[0.9993159,0.0001185904,0.0001066446,0.0001485546,0.0001683157,0.0001421181],"domain_scores_gemma":[0.9835536,0.008822273,0.001173863,0.0008102802,0.005126631,0.0005132877],"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":[0.0003283654,0.0001889536,0.01665052,0.002515535,0.00007105934,0.00007083883,0.0001681246,0.0003446692,0.00004852661,0.0006107508,0.9680491,0.01095349],"study_design_scores_gemma":[0.007223689,0.0005553063,0.3772858,0.007565548,0.0004837858,0.0007175856,0.002869866,0.003321425,0.0004841112,0.00508865,0.5941366,0.0002676095],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.000700758,0.00002689421,0.00008487554,0.00006713529,0.00001716425,0.0001066533,0.9980509,0.00003827173,0.0009073725],"genre_scores_gemma":[0.03148385,0.0003082208,0.003138676,0.0004131704,0.00009420827,0.003640202,0.9423561,0.0001509581,0.01841453],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7139608,"threshold_uncertainty_score":0.8070893,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03882681030466132,"score_gpt":0.3246324146655775,"score_spread":0.2858056043609162,"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."}}