{"id":"W3135308869","doi":"10.1016/j.ssmph.2021.100764","title":"Food insecurity, state fragility and youth mental health: A global perspective","year":2021,"lang":"en","type":"article","venue":"SSM - Population Health","topic":"Food Security and Health in Diverse Populations","field":"Health Professions","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Brock University; Université de Montréal; Queen's University; McGill University","funders":"Social Sciences and Humanities Research Council of Canada; Canadian Institutes of Health Research","keywords":"Food insecurity; Fragility; Perspective (graphical); Mental health; State (computer science); Psychology; Environmental health; Political science; Sociology; Food security; Psychiatry; Medicine; Geography; Computer science; Agriculture","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":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.001427058,0.0003001529,0.0006600062,0.0001243687,0.003666383,0.00003447393,0.0001280904,0.0002325878,0.0003122312],"category_scores_gemma":[0.0002945774,0.0003343941,0.00009990961,0.0006739461,0.00009207581,0.0003415687,0.0002474384,0.0009052827,0.00007529259],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00240089,"about_ca_system_score_gemma":0.00246804,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03311012,"about_ca_topic_score_gemma":0.05275572,"domain_scores_codex":[0.9942657,0.001918189,0.001340529,0.0007800361,0.0005539838,0.001141533],"domain_scores_gemma":[0.9974204,0.0001094424,0.0007013399,0.0004873598,0.0004214774,0.0008599565],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002219415,0.0003888879,0.4583796,0.001278909,0.00008829786,0.000002029152,0.2150183,0.00002729095,4.731299e-7,0.3166281,0.004869189,0.003096982],"study_design_scores_gemma":[0.002165016,0.0007246329,0.8378025,0.0003919876,0.0000189094,0.000009846792,0.08075188,0.0004066878,4.258406e-7,0.06951478,0.007847114,0.0003662037],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8925425,0.01113072,0.0003452099,0.07999973,0.002376945,0.003194837,0.007500153,0.0004664068,0.002443482],"genre_scores_gemma":[0.9819752,0.0009191791,0.001111191,0.01399604,0.0002532621,0.00004404491,0.00151391,0.00002898885,0.0001582114],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3794229,"threshold_uncertainty_score":0.9999108,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1835091969008234,"score_gpt":0.479031278893732,"score_spread":0.2955220819929086,"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."}}