{"id":"W4308246076","doi":"10.1016/j.jcjd.2022.11.001","title":"The Effect of Food is Medicine Interventions on Diabetes-related Health Outcomes Among Low-income and Food-insecure Individuals: A Systematic Review and Meta-analysis","year":2022,"lang":"en","type":"review","venue":"Canadian Journal of Diabetes","topic":"Food Security and Health in Diverse Populations","field":"Health Professions","cited_by":46,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Michael's Hospital; University of Toronto; Public Health Ontario; Toronto Metropolitan University","funders":"","keywords":"Medicine; Psychological intervention; Prediabetes; Confounding; Confidence interval; Glycated hemoglobin; Meta-analysis; Diabetes mellitus; Randomized controlled trial; Population; Environmental health; Demography; Internal medicine; Type 2 diabetes; Endocrinology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.00584713,0.002395724,0.01647847,0.003709328,0.0006115014,0.002791512,0.00178057,0.002705439,0.004195589],"category_scores_gemma":[0.01763223,0.001486444,0.0276339,0.004279383,0.0007725629,0.001630593,0.001641342,0.00268145,0.0002994915],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002266488,"about_ca_system_score_gemma":0.002990576,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01288623,"about_ca_topic_score_gemma":0.03561142,"domain_scores_codex":[0.9965024,0.001159493,0.001137799,0.0005245194,0.0004679204,0.0002079279],"domain_scores_gemma":[0.9930211,0.005033131,0.001153682,0.0002125525,0.0004320001,0.0001476376],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.004157546,0.0001063734,0.002783521,0.4577813,0.5116336,0.00008786074,0.0001230912,0.0002637369,0.0003255685,0.0001045949,0.0005303139,0.02210245],"study_design_scores_gemma":[0.001506518,0.0003488994,0.004193456,0.02699206,0.9649923,0.0000554768,0.00007747189,0.00008577973,0.0001012155,0.0001202733,0.001500573,0.00002597729],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.005350228,0.9936319,0.0002239677,0.00009033428,0.000135749,0.0001628213,0.0002253565,0.00001490204,0.0001647393],"genre_scores_gemma":[0.1303992,0.8657641,0.001647745,0.0008415871,0.0001759414,0.0004366422,0.0003961152,0.00001899091,0.0003197301],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9835215,"threshold_uncertainty_score":0.03092295,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1922108420195756,"score_gpt":0.4484656320909992,"score_spread":0.2562547900714237,"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."}}