{"id":"W3096081609","doi":"10.1016/j.jad.2020.10.057","title":"Household food insecurity is associated with depressive symptoms in the Canadian adult population","year":2020,"lang":"en","type":"article","venue":"Journal of Affective Disorders","topic":"Food Security and Health in Diverse Populations","field":"Health Professions","cited_by":30,"is_retracted":false,"has_abstract":false,"ca_institutions":"Saskatchewan Health Authority; University of Saskatchewan","funders":"","keywords":"Food security; Population; Household income; Logistic regression; Cross-sectional study; Depression (economics); Food insecurity; Medicine; Depressive symptoms; Obesity; Mental health; Demography; Environmental health; Gerontology; Psychiatry; Geography","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0005133728,0.000148819,0.0003008831,0.0002122607,0.0008830453,0.00002014453,0.0002443087,0.0002199404,0.00004776607],"category_scores_gemma":[0.001172019,0.0001054416,0.00008397277,0.0006855588,0.00005347104,0.0002906419,0.0000212278,0.001406305,0.000006398871],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004724632,"about_ca_system_score_gemma":0.0006702117,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.09271184,"about_ca_topic_score_gemma":0.8929391,"domain_scores_codex":[0.9976285,0.0008989209,0.0004881713,0.0001551414,0.0004204089,0.000408931],"domain_scores_gemma":[0.9981149,0.0005259969,0.0006321356,0.0001163587,0.0003495178,0.0002611208],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001297481,0.00009050606,0.9526629,0.00005108238,0.0001045465,0.00001144213,0.04053444,0.0003300848,8.313796e-7,0.002212594,0.003545027,0.0003267287],"study_design_scores_gemma":[0.002430068,0.0009572113,0.9868717,0.0002480661,0.00006076885,0.000002106644,0.006441276,0.0002596477,0.000001221496,0.001971537,0.0006230564,0.0001333925],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9808679,0.0001313173,0.00003479911,0.01655904,0.0001913539,0.0008134827,0.0001182832,0.00001526203,0.001268579],"genre_scores_gemma":[0.9896815,0.00003644239,0.00001650475,0.01007772,0.0001199866,0.00002565332,0.00002111946,0.0000183466,0.000002771017],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8002273,"threshold_uncertainty_score":0.9133298,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07166686303680492,"score_gpt":0.3544477340925603,"score_spread":0.2827808710557553,"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."}}