{"id":"W2067560478","doi":"10.1186/1471-2458-12-1038","title":"Local social environmental factors are associated with household food insecurity in a longitudinal study of children","year":2012,"lang":"en","type":"article","venue":"BMC Public Health","topic":"Food Security and Health in Diverse Populations","field":"Health Professions","cited_by":85,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; Children's Hospital of Eastern Ontario; Institute of Population and Public Health; University of Ottawa","funders":"Canadian Institutes of Health Research; Ministère de la Santé; Ministère de la Santé et des Services sociaux","keywords":"Socioeconomic status; Biostatistics; Longitudinal study; Residence; Medicine; Environmental health; Public health; Demography; Social deprivation; Cohort study; Food insecurity; Epidemiology; Cohort; Population; Gerontology; Food security; Geography; Economic growth; Agriculture","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002220438,0.0002602387,0.0006787438,0.0003345509,0.001273555,0.000009871175,0.0002363014,0.0003080318,0.0001731956],"category_scores_gemma":[0.000189089,0.0002334736,0.00006485047,0.0005213729,0.0001419122,0.0004354665,0.0001719168,0.001136674,0.00001487187],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001374855,"about_ca_system_score_gemma":0.001020715,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004287425,"about_ca_topic_score_gemma":0.04915184,"domain_scores_codex":[0.9945394,0.001952335,0.001073109,0.0003487504,0.0006484868,0.001437923],"domain_scores_gemma":[0.9978055,0.0003428207,0.0009325624,0.0002892724,0.00004453885,0.0005853206],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004742916,0.004065093,0.9501908,0.0001226208,0.00005303058,4.210958e-7,0.04432441,0.000005654474,7.896861e-8,0.0007329549,0.0003971749,0.00006030182],"study_design_scores_gemma":[0.002900228,0.0008557195,0.9534337,0.00006689559,0.00001371935,6.322505e-7,0.04234682,0.0000144868,1.833028e-7,0.00002378026,0.000159178,0.0001846532],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958758,0.000135116,0.0001017142,0.0006557176,0.0002183889,0.002133464,0.0006870609,0.00009744539,0.00009533073],"genre_scores_gemma":[0.9989974,0.000009826199,0.00003592005,0.000337197,0.0001554075,0.0001176621,0.0002952886,0.00003824863,0.00001297357],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04486441,"threshold_uncertainty_score":0.9795284,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.329961785242861,"score_gpt":0.4084528136486638,"score_spread":0.0784910284058028,"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."}}