{"id":"W7093343418","doi":"10.6084/m9.figshare.30413288","title":"Additional file 3 of Development of the Canadian food intake screener for adolescents based on Canada’s Food Guide 2019 healthy eating recommendations","year":2025,"lang":"","type":"article","venue":"Figshare","topic":"Nutritional Studies and Diet","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph; Health Canada; University of Ottawa","funders":"","keywords":"Healthy eating; Food intake; Healthy food; MEDLINE; Public health","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":[0.00220537,0.0009659184,0.001216879,0.003476758,0.001939744,0.002270379,0.002168349,0.001082984,0.8736435],"category_scores_gemma":[0.04338218,0.0007460635,0.001181373,0.005402678,0.0004081381,0.00126605,0.001250954,0.001172897,0.148225],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005738528,"about_ca_system_score_gemma":0.01265266,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5280979,"about_ca_topic_score_gemma":0.6627633,"domain_scores_codex":[0.9989057,0.000178328,0.0001518876,0.0001672644,0.0003835665,0.0002132639],"domain_scores_gemma":[0.9734575,0.01481031,0.0008183846,0.001005557,0.009019943,0.0008883837],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009841537,0.00003879542,0.001367915,0.0008354735,0.00001450379,0.00001977421,0.00005236091,0.0001130833,0.00001426077,0.0003572003,0.9899148,0.007173353],"study_design_scores_gemma":[0.002538287,0.00009877187,0.05014104,0.004134409,0.0001674063,0.000234336,0.0008546273,0.0009542967,0.0003841224,0.005438684,0.9348663,0.0001877139],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.0001658884,0.00002576613,0.0001933738,0.0001289069,0.00003405427,0.0001916553,0.9955797,0.0001852496,0.003495449],"genre_scores_gemma":[0.01027878,0.0003197354,0.006339016,0.0009926354,0.0001093903,0.003633911,0.9432443,0.001076029,0.03400623],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8736435,"threshold_uncertainty_score":0.9493624,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04226330945354096,"score_gpt":0.2742118100206566,"score_spread":0.2319485005671157,"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."}}