{"id":"W4414209078","doi":"10.24095/hpcdp.45.9.03","title":"Food-based interventions to mitigate household food insecurity in Canada: a systematic review","year":2025,"lang":"en","type":"review","venue":"Health Promotion and Chronic Disease Prevention in Canada","topic":"Food Security and Health in Diverse Populations","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University of Calgary; Health Canada; Public Health Agency of Canada","funders":"","keywords":"Food insecurity; Psychological intervention; Food security; Public policy; Food supply; Government (linguistics); Economic impact analysis; Poverty","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00915503,0.001559542,0.007468334,0.009763114,0.001559141,0.003303414,0.002472858,0.002134765,0.004669218],"category_scores_gemma":[0.03780224,0.0008669879,0.006605879,0.01261907,0.001135816,0.001433714,0.001579604,0.001657424,0.000208947],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02094481,"about_ca_system_score_gemma":0.0770837,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3306365,"about_ca_topic_score_gemma":0.5877175,"domain_scores_codex":[0.9934742,0.002304054,0.001528757,0.000412277,0.001862996,0.000417691],"domain_scores_gemma":[0.9801907,0.01152534,0.003255877,0.0003041365,0.00415415,0.000569777],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.000358191,0.00003065412,0.0008229366,0.9310851,0.005436458,0.00007088172,0.000283611,0.0001430414,0.0001017171,0.0002609614,0.002635834,0.05877068],"study_design_scores_gemma":[0.0004618918,0.0001686478,0.00549177,0.9460809,0.0288887,0.0001007424,0.0003258761,0.0001053693,0.0001064206,0.0001993582,0.01803467,0.0000357281],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001056312,0.996682,0.00009411902,0.0004186238,0.0001119841,0.0005747858,0.0006116442,0.00001089687,0.0004395644],"genre_scores_gemma":[0.01624221,0.9810264,0.0007759179,0.0006103719,0.00004501585,0.0008383603,0.000318147,0.000004630269,0.0001389787],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6693635,"threshold_uncertainty_score":0.657424,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2295176709152376,"score_gpt":0.4568127693987519,"score_spread":0.2272950984835143,"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."}}