{"id":"W4206445132","doi":"10.17269/s41997-021-00597-2","title":"Shielding children from food insecurity and its association with mental health and well-being in Canadian households","year":2022,"lang":"en","type":"article","venue":"Canadian Journal of Public Health","topic":"Food Security and Health in Diverse Populations","field":"Health Professions","cited_by":30,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University Health Centre; McGill University","funders":"Canadian Institutes of Health Research; Social Sciences and Humanities Research Council; Canada Research Chairs","keywords":"Mental health; Environmental health; Food insecurity; Food security; Medicine; Malnutrition; Mood; Psychology; Psychiatry; Geography; Agriculture","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.0009352641,0.0005361703,0.0006379213,0.002185154,0.006779752,0.002566508,0.002387512,0.001021307,0.004790839],"category_scores_gemma":[0.003801842,0.000732225,0.001684847,0.007200149,0.001561858,0.0007017372,0.001777601,0.002442248,0.0003067091],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04162317,"about_ca_system_score_gemma":0.04670405,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9971124,"about_ca_topic_score_gemma":0.9982016,"domain_scores_codex":[0.9981881,0.0001539635,0.00009897344,0.0001748773,0.000383382,0.001000624],"domain_scores_gemma":[0.9956505,0.0002467551,0.0008688371,0.0001137103,0.001589641,0.001530623],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000724206,0.0001028023,0.9893938,0.0000479824,0.00008393968,0.0001867927,0.004179117,0.00008068252,0.00006503289,0.0003779579,0.001654735,0.003754715],"study_design_scores_gemma":[0.000006149722,0.00001857955,0.9895823,0.0001017681,0.00003649639,0.00005052151,0.008913768,0.00007996237,0.00001848879,0.00004928261,0.001120735,0.00002201567],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9908465,0.001551825,0.00004103794,0.001365375,0.00003911993,0.00002815197,0.001955727,0.000005847529,0.004166535],"genre_scores_gemma":[0.9964734,0.001259977,0.0001098653,0.0002137802,0.00001448806,0.0000179342,0.000724393,0.000005286869,0.001180865],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04162317,"threshold_uncertainty_score":0.3019987,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08854646381825018,"score_gpt":0.3484793551112344,"score_spread":0.2599328912929842,"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."}}