{"id":"W4388946713","doi":"10.32920/24624891.v1","title":"The association of household food security, household characteristics and school environment with obesity status among off-reserve First Nations and Métis children and youth in Canada: results from the 2012 Aboriginal Peoples Survey","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Food Security and Health in Diverse Populations","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; University of Waterloo","funders":"Canadian Institutes of Health Research","keywords":"Food insecurity; Food security; Overweight; Socioeconomic status; Obesity; Geography; Demography; Indigenous; Household income; Environmental health; Logistic regression; Socioeconomics; Medicine; Agriculture; Population; Sociology","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":[0.0006456083,0.0002606073,0.0003203826,0.001197209,0.001879218,0.0009742197,0.0009755428,0.0002857769,0.001539637],"category_scores_gemma":[0.001513392,0.0002873018,0.0005023719,0.002843753,0.0005580995,0.0003252302,0.0009482593,0.000751812,0.0001926616],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01112883,"about_ca_system_score_gemma":0.0147039,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9918887,"about_ca_topic_score_gemma":0.9959045,"domain_scores_codex":[0.9994054,0.00003923645,0.00003792128,0.00007013035,0.0002256257,0.0002217389],"domain_scores_gemma":[0.9984806,0.0000614454,0.0003630869,0.0000399919,0.0005601718,0.0004947258],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001977172,0.00001411142,0.9968234,0.00002705323,0.00002674034,0.00003674155,0.0006915146,0.00003906275,0.00004535041,0.0000340894,0.0007129976,0.001529169],"study_design_scores_gemma":[0.000001144571,0.000004596506,0.9985538,0.0000169463,0.000008150459,0.00001542733,0.001061282,0.00004230893,0.00001309214,0.000004679187,0.0002755455,0.000002981022],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.991601,0.0006348209,0.00004708875,0.0002731292,0.000008405993,0.00003099021,0.006130658,0.000005776164,0.001268151],"genre_scores_gemma":[0.9953763,0.0005992607,0.0001311827,0.00005690152,0.000004186544,0.00002177773,0.003020253,0.000003747783,0.000786371],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01112883,"threshold_uncertainty_score":0.0807457,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0756236171697442,"score_gpt":0.3056787837840154,"score_spread":0.2300551666142712,"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."}}