{"id":"W2138425609","doi":"10.1016/j.jneb.2013.10.001","title":"Few Changes in Food Security and Dietary Intake From Short-term Participation in the Supplemental Nutrition Assistance Program Among Low-income Massachusetts Adults","year":2013,"lang":"en","type":"article","venue":"Journal of Nutrition Education and Behavior","topic":"Food Security and Health in Diverse Populations","field":"Health Professions","cited_by":43,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"National Cancer Institute; National Institutes of Health","keywords":"Supplemental Nutrition Assistance Program; Food Stamp Program; Food security; Environmental health; Gerontology; Medicine; Food insecurity; Low income; Healthy eating; Agriculture; Food stamps; Socioeconomics; Geography; Economics; Physical therapy; Welfare; Physical activity","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008838737,0.0002716191,0.0002894292,0.0008309152,0.0007712201,0.0006909786,0.0007009984,0.0009719571,0.002608359],"category_scores_gemma":[0.00405982,0.0003978441,0.0008614652,0.0007249715,0.0002714497,0.0008860336,0.0008749957,0.0008800463,0.0002713987],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008000603,"about_ca_system_score_gemma":0.0006337125,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06908634,"about_ca_topic_score_gemma":0.1510655,"domain_scores_codex":[0.9995452,0.0001126003,0.00005029633,0.0001032993,0.00009024471,0.00009843281],"domain_scores_gemma":[0.998296,0.0002850739,0.0005792641,0.0001602805,0.0002725702,0.0004068165],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002013971,0.00009831977,0.9976786,0.00001061569,0.00008666178,0.00002555722,0.000143601,0.00001679354,0.0001852189,0.000007410027,0.0001417577,0.001404153],"study_design_scores_gemma":[0.00000250419,0.00004857275,0.9997041,0.00000216633,0.00002332082,0.000009129092,0.0001025252,0.0000213658,0.00002083688,0.000003520428,0.00006074965,0.000001148925],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987866,0.000214185,0.00001882897,0.0001697879,0.00001095066,0.000007752794,0.0003700026,0.000003756719,0.0004180419],"genre_scores_gemma":[0.999007,0.00006406607,0.00002284303,0.00006883893,0.0000107185,0.000007099503,0.0003838307,0.000001083466,0.0004344916],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06908634,"threshold_uncertainty_score":0.1373684,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07678940400757772,"score_gpt":0.4290788103885358,"score_spread":0.3522894063809581,"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."}}