{"id":"W3136368904","doi":"10.3389/fnut.2021.638259","title":"Health Behavior, Health-Related Quality of Life, and Mental Health Among Canadian Children: A Population-Based Cohort Study","year":2021,"lang":"en","type":"article","venue":"Frontiers in Nutrition","topic":"Obesity, Physical Activity, Diet","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Alberta Innovates","keywords":"Mental health; Medicine; Quality of life (healthcare); Cohort study; Cohort; Demography; Gerontology; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001268885,0.0008150631,0.0008079843,0.002400329,0.005211054,0.001469336,0.001688488,0.0007283922,0.002165886],"category_scores_gemma":[0.001550176,0.0007088786,0.001398898,0.006680465,0.0007605292,0.0006691282,0.001234701,0.001394669,0.0004624689],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01946925,"about_ca_system_score_gemma":0.02411005,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9894386,"about_ca_topic_score_gemma":0.9921502,"domain_scores_codex":[0.9987274,0.00007577842,0.0000736959,0.0002468907,0.0004683825,0.0004078444],"domain_scores_gemma":[0.9985612,0.00004117568,0.00022073,0.00008953459,0.0007590579,0.0003283298],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003805481,0.00006242783,0.9951217,0.00004479106,0.0001038228,0.00008318565,0.0004256455,0.00004485437,0.0001242445,0.00007526543,0.002087009,0.001789073],"study_design_scores_gemma":[0.00001093105,0.00001809948,0.9982028,0.00003244301,0.00004581302,0.00004996663,0.0005006119,0.00009110242,0.00002229185,0.00001211616,0.001003824,0.00001004468],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9591547,0.001567936,0.0003304518,0.0006942317,0.00005801046,0.0003028038,0.03445122,0.00003585507,0.003404847],"genre_scores_gemma":[0.9807702,0.001904083,0.0009303002,0.0003566914,0.00003020378,0.0002294039,0.01404138,0.0000178844,0.001719797],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01946925,"threshold_uncertainty_score":0.1412599,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01334543349802294,"score_gpt":0.292693138741432,"score_spread":0.2793477052434091,"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."}}