{"id":"W3049063294","doi":"10.1186/s12937-020-00600-5","title":"Time, location and frequency of snack consumption in different age groups of Canadians","year":2020,"lang":"en","type":"article","venue":"Nutrition Journal","topic":"Nutritional Studies and Diet","field":"Medicine","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"General Mills","keywords":"Snacking; Medicine; Meal; Environmental health; Consumption (sociology); Demography; Snack food; Clinical nutrition; Food science; Obesity","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":[0.0004917078,0.0005099936,0.0004498214,0.002153262,0.003058331,0.001074471,0.001315768,0.0006105406,0.003268317],"category_scores_gemma":[0.001759755,0.0003519343,0.0009820898,0.004686409,0.0006179679,0.0004964567,0.0007440904,0.0005337002,0.0003558051],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01333339,"about_ca_system_score_gemma":0.01329629,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9928901,"about_ca_topic_score_gemma":0.9946032,"domain_scores_codex":[0.9991313,0.00003352992,0.00004735313,0.0001704294,0.0003220827,0.0002953252],"domain_scores_gemma":[0.9989734,0.00004119264,0.0002652682,0.000025082,0.0004701994,0.0002248773],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001348184,0.00002575316,0.9898186,0.0001147897,0.0001196518,0.0001150501,0.001612511,0.00007671384,0.0002526457,0.00009585546,0.001814551,0.005819039],"study_design_scores_gemma":[0.000003641434,0.00001315203,0.9972671,0.00004216448,0.00003052989,0.00005890421,0.001501492,0.00007357931,0.00002756202,0.00001744761,0.0009534037,0.00001102138],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9827351,0.001918446,0.0001387572,0.0003162037,0.00003000117,0.00005549831,0.01032793,0.0000187358,0.004459307],"genre_scores_gemma":[0.994239,0.00101967,0.0003166846,0.000146987,0.00000931906,0.00002719793,0.003242338,0.000009475802,0.0009892775],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01333339,"threshold_uncertainty_score":0.09674096,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02679141155242119,"score_gpt":0.2563240465453626,"score_spread":0.2295326349929414,"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."}}