{"id":"W3008117149","doi":"10.1017/s1368980020000087","title":"Socio-demographic characteristics, diet and health among food insecure UK adults: cross-sectional analysis of the International Food Policy Study","year":2020,"lang":"en","type":"article","venue":"Public Health Nutrition","topic":"Food Security and Health in Diverse Populations","field":"Health Professions","cited_by":50,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Economic and Social Research Council; Medical Research Council; National Institute for Health and Care Research; Cancer Research UK; University of Cambridge; British Heart Foundation; Wellcome Trust","keywords":"Odds; Cross-sectional study; Odds ratio; Demography; Logistic regression; Medicine; Overweight; Ethnic group; Environmental health; Obesity; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.001500889,0.0004223814,0.000616417,0.001197671,0.0003961114,0.0008686238,0.0004956477,0.0008404448,0.002188507],"category_scores_gemma":[0.003759687,0.0007513024,0.0007354508,0.002383917,0.0003193665,0.0007303436,0.001111161,0.000884817,0.0009401933],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006328177,"about_ca_system_score_gemma":0.0003956529,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02851377,"about_ca_topic_score_gemma":0.02779553,"domain_scores_codex":[0.9989003,0.0004222872,0.0001760363,0.0001518465,0.0002066584,0.0001429114],"domain_scores_gemma":[0.997597,0.0002472535,0.001219755,0.0002249685,0.0003439719,0.0003670389],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007882944,0.0000390739,0.9986736,0.00001766038,0.00006214863,0.000046175,0.0001660227,0.00001739351,0.00005674846,0.000007907426,0.0003065853,0.0005279063],"study_design_scores_gemma":[0.00000526673,0.0000409919,0.9996316,0.000008461343,0.000009378402,0.00004987784,0.0001010212,0.00002089793,0.000005859269,0.00000205852,0.0001227998,0.000001735464],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948515,0.0004542319,0.0001236186,0.00008743544,0.00001299581,0.00005373919,0.003853839,0.000004413803,0.0005580528],"genre_scores_gemma":[0.9926708,0.0004319896,0.0002933315,0.0001094909,0.00001854757,0.0001653316,0.005701676,0.000005786699,0.0006030652],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02851377,"threshold_uncertainty_score":0.05669564,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1915049237941914,"score_gpt":0.44167754477762,"score_spread":0.2501726209834286,"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."}}