{"id":"W131750731","doi":"10.24095/hpcdp.30.1.03","title":"Socio-demographic and geographic analysis of overweight and obesity in Canadian adults using the Canadian Community Health Survey (2005)","year":2009,"lang":"en","type":"article","venue":"Chronic diseases and injuries in Canada","topic":"Food Security and Health in Diverse Populations","field":"Health Professions","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Winnipeg; University of Manitoba","funders":"","keywords":"Overweight; Obesity; Poisson regression; Demography; Population; Medicine; Gerontology; Geography; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"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":["sts"],"consensus_categories":[],"category_scores_codex":[0.001121606,0.0001606791,0.0004687916,0.0007318943,0.002448435,0.00001840984,0.0001547149,0.0001181244,0.00006064886],"category_scores_gemma":[0.000124391,0.0001468346,0.00003478041,0.001031133,0.0003006339,0.0001119063,0.00005477735,0.0006733934,6.65223e-8],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002849337,"about_ca_system_score_gemma":0.02256511,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9999967,"about_ca_topic_score_gemma":1,"domain_scores_codex":[0.9971668,0.001022679,0.0005340245,0.0002192007,0.0001740976,0.0008831858],"domain_scores_gemma":[0.998031,0.0003998977,0.0001782619,0.0003106437,0.00007741553,0.001002804],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002150831,0.00001850996,0.9958786,0.0002083705,0.00004675478,0.000002326461,0.001491154,0.00004396212,2.436908e-8,0.00151104,0.0004602788,0.0003174271],"study_design_scores_gemma":[0.0003671883,0.00005881892,0.9916383,0.000210887,0.00006752706,2.423334e-7,0.003077995,0.003080267,1.902499e-8,0.0005207761,0.000848888,0.0001290848],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9842247,0.01041779,2.040102e-7,0.0020652,0.0001098267,0.000467322,0.002634883,0.000004399104,0.00007564612],"genre_scores_gemma":[0.9950325,0.002489615,0.000005485946,0.002228825,0.00001990797,0.000008521279,0.0002045996,0.000006576342,0.000004008304],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01971578,"threshold_uncertainty_score":0.9988502,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04646727101557256,"score_gpt":0.3687598898960317,"score_spread":0.3222926188804591,"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."}}