{"id":"W3153494600","doi":"10.1016/j.socscimed.2021.113953","title":"The impact of food insecurity on mental health in Africa: A systematic review","year":2021,"lang":"en","type":"review","venue":"Social Science & Medicine","topic":"Food Security and Health in Diverse Populations","field":"Health Professions","cited_by":94,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"Western University; Government of Ontario","keywords":"CINAHL; Mental health; Population; Psychological intervention; Medicine; Global health; Systematic review; Scopus; Environmental health; MEDLINE; Gerontology; Public health; Political science; Psychiatry; Nursing","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.01168393,0.0003191787,0.003792003,0.0002924777,0.003026024,0.000007954932,0.0008200218,0.0002339908,0.0001315752],"category_scores_gemma":[0.003925286,0.0001676143,0.0004102283,0.003361834,0.0009038385,0.00008295733,0.0001699651,0.001474305,0.00002793903],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0024967,"about_ca_system_score_gemma":0.007857227,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001038938,"about_ca_topic_score_gemma":0.0006014009,"domain_scores_codex":[0.9919758,0.003073285,0.002508095,0.0004257941,0.001043032,0.0009739478],"domain_scores_gemma":[0.995602,0.001183125,0.002142504,0.0005111209,0.0002717081,0.0002895988],"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":[0.00000385664,0.00009845493,0.00001139132,0.913318,0.000050736,0.000001253137,0.03142865,2.002847e-8,1.807176e-8,0.02088575,0.02127649,0.01292533],"study_design_scores_gemma":[0.0002403907,0.0004328382,0.00003136321,0.8754619,0.0001617435,0.000001880341,0.002242228,0.000001253276,1.874039e-9,0.000385344,0.12091,0.0001310612],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001381545,0.9851117,3.388884e-7,0.004711207,0.0007801634,0.006187677,0.0001502944,0.0000194778,0.003025395],"genre_scores_gemma":[0.000617725,0.9978698,0.000001276701,0.0007138342,0.0002688441,0.0003860645,0.00006142342,0.00001604356,0.00006497879],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.09963349,"threshold_uncertainty_score":0.9982719,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3473578640571862,"score_gpt":0.5773801262774634,"score_spread":0.2300222622202772,"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."}}