{"id":"W4386595690","doi":"10.1097/fch.0000000000000377","title":"Food Insecurity and Health","year":2023,"lang":"en","type":"article","venue":"Family & Community Health","topic":"Food Security and Health in Diverse Populations","field":"Health Professions","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Statistics Canada","funders":"","keywords":"Food insecurity; Moderation; Mental health; Psychology; Environmental health; Coping (psychology); Marital status; Food security; Survey data collection; Social psychology; Medicine; Geography; Population; Clinical psychology; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.007256936,0.0002655211,0.0006741711,0.0004105389,0.01062767,0.00002059681,0.0004363435,0.0002650273,0.00007295844],"category_scores_gemma":[0.0002730615,0.0002842046,0.00007204075,0.001095706,0.0001612745,0.0002040489,0.0007211659,0.0035574,0.0007546073],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006594425,"about_ca_system_score_gemma":0.002341812,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2041981,"about_ca_topic_score_gemma":0.2143974,"domain_scores_codex":[0.9920561,0.004651454,0.001135699,0.000322592,0.0003879709,0.00144621],"domain_scores_gemma":[0.9963014,0.001063961,0.0004928127,0.001077344,0.0001557649,0.0009087379],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000884406,0.0004070136,0.5047279,0.005366099,0.00005774434,0.000002560147,0.1143156,0.00001130631,0.000004120925,0.08075529,0.2874584,0.006805423],"study_design_scores_gemma":[0.000920589,0.001154196,0.8716316,0.0004406267,0.000003889732,0.000001334756,0.02528958,0.0001922507,1.321962e-7,0.006852181,0.09332737,0.0001862022],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9432826,0.001716664,0.00005739772,0.0454044,0.001043858,0.0016888,0.0004648993,0.001000123,0.005341248],"genre_scores_gemma":[0.9555165,0.003889135,0.0004389876,0.03918392,0.0001896802,0.0001333221,0.0003892753,0.00004475818,0.0002144799],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3669037,"threshold_uncertainty_score":0.999961,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5103238389081103,"score_gpt":0.5308829296126821,"score_spread":0.02055909070457185,"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."}}