{"id":"W3206604451","doi":"10.7326/m21-1588","title":"Supplemental Nutrition Assistance Program Participation and Health Care Use in Older Adults","year":2021,"lang":"en","type":"article","venue":"Annals of Internal Medicine","topic":"Food Security and Health in Diverse Populations","field":"Health Professions","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Work & Health","funders":"National Center for Chronic Disease Prevention and Health Promotion; National Institute of Diabetes and Digestive and Kidney Diseases; National Heart, Lung, and Blood Institute; Centers for Disease Control and Prevention","keywords":"Medicine; Medicaid; Supplemental Nutrition Assistance Program; Food insecurity; Gerontology; Health care; Environmental health; Family medicine; Food security","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":[0.0007344651,0.0001755536,0.0001824106,0.0008100414,0.0003250829,0.000502416,0.0003378219,0.0003444637,0.001261954],"category_scores_gemma":[0.002880228,0.0001568272,0.000369419,0.001011272,0.0001736011,0.0002935387,0.0005396483,0.0004431851,0.000121957],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004091581,"about_ca_system_score_gemma":0.0004121533,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02644298,"about_ca_topic_score_gemma":0.03707971,"domain_scores_codex":[0.9996146,0.00009374491,0.00005730905,0.00006257103,0.0001014309,0.00007037823],"domain_scores_gemma":[0.9977385,0.0002153219,0.001475813,0.00008085743,0.0001902091,0.0002994047],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003948756,0.00004356384,0.9986254,0.00001295511,0.00005140894,0.00002044612,0.00004486063,0.00002191092,0.0000288171,0.00001092034,0.0001269611,0.0009733195],"study_design_scores_gemma":[0.000002669389,0.00002693859,0.9997074,0.00001131641,0.00001529898,0.00002814388,0.00004714048,0.00004130018,0.000008173169,0.000006887895,0.0001037961,9.471601e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981872,0.0003445547,0.00002527485,0.0001087151,0.000004805135,0.00001195438,0.0008947572,0.00000251233,0.0004201396],"genre_scores_gemma":[0.998579,0.0002624422,0.00006011244,0.00005386507,0.00001028129,0.00001847027,0.0008464567,9.811724e-7,0.0001682726],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02644298,"threshold_uncertainty_score":0.05257809,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2763984934772482,"score_gpt":0.5542547953264991,"score_spread":0.2778563018492509,"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."}}