{"id":"W1506285426","doi":"10.17269/cjph.106.4658","title":"Fast food intake in Canada: Differences among Canadians with diverse demographic, socio-economic and lifestyle characteristics","year":2015,"lang":"en","type":"article","venue":"Canadian Journal of Public Health","topic":"Dietary Effects on Health","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":false,"ca_institutions":"Statistics Canada; University of British Columbia; University of British Columbia Hospital","funders":"University of British Columbia","keywords":"Environmental health; Medicine; Body mass index; Socioeconomic status; Calorie; Demography; Food group; National Health and Nutrition Examination Survey; Residence; Gerontology; Population","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001415458,0.0001986659,0.0006995765,0.0007557044,0.0001313494,0.00006304004,0.0001711223,0.00007738802,0.00005048562],"category_scores_gemma":[0.000283141,0.000171327,0.00003554904,0.0002211833,0.0002169961,0.0002570029,0.000009935807,0.0005779931,0.000001518773],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.006113173,"about_ca_system_score_gemma":0.1598727,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9964341,"about_ca_topic_score_gemma":0.9999613,"domain_scores_codex":[0.9977136,0.0002260116,0.000632451,0.0002013006,0.0002608755,0.0009657844],"domain_scores_gemma":[0.9902762,0.00009822364,0.0004188573,0.0001785185,0.000201353,0.008826843],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001504185,0.00001172395,0.9844703,0.00008036633,0.00006125531,0.0004299598,0.001864924,0.000002414144,5.288913e-8,0.0001033633,0.002593706,0.0103669],"study_design_scores_gemma":[0.001257037,0.001495109,0.9825665,0.0001869563,0.00001887821,0.000501556,0.009561406,0.0001218002,9.196715e-8,0.00001838645,0.004127002,0.0001453157],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9752171,0.0005631819,0.00001601411,0.02311286,0.0004175303,0.0003126473,0.000171512,0.000004620418,0.0001845018],"genre_scores_gemma":[0.9962565,0.0001266467,0.0001474942,0.003195258,0.0001938416,0.000002728722,0.00001952024,0.00002527614,0.00003275082],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1537595,"threshold_uncertainty_score":0.9977022,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04113908414614762,"score_gpt":0.2415377606136213,"score_spread":0.2003986764674737,"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."}}