{"id":"W4384937592","doi":"10.1016/j.jneb.2023.06.005","title":"Diet Quality Outcomes of a Cooperative Extension Diabetes Prevention Program","year":2023,"lang":"en","type":"article","venue":"Journal of Nutrition Education and Behavior","topic":"Dietetics, Nutrition, and Education","field":"Health Professions","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"National Center for Advancing Translational Sciences; National Institutes of Health; University of Georgia","keywords":"Prediabetes; Overweight; Medicine; Curriculum; Diabetes mellitus; Body mass index; Gerontology; Randomized controlled trial; Healthy eating; Physical therapy; Physical activity; Psychology; Type 2 diabetes; Internal medicine; Endocrinology","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":[0.001937249,0.0003772988,0.0005356325,0.0009772116,0.001184402,0.0009223436,0.0006888345,0.0007481617,0.002365346],"category_scores_gemma":[0.003824171,0.0003147232,0.0007633177,0.001163256,0.00033232,0.0008822553,0.001243704,0.001032204,0.0003026085],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001782237,"about_ca_system_score_gemma":0.001993544,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06681133,"about_ca_topic_score_gemma":0.06883235,"domain_scores_codex":[0.9987676,0.0003714066,0.00008134974,0.000164229,0.0002443276,0.0003711274],"domain_scores_gemma":[0.9963329,0.0004707525,0.0007423309,0.0001852073,0.0007665387,0.001502266],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01232348,0.03612133,0.9238461,0.00004940692,0.0003350717,0.0001395099,0.0006842138,0.0003545814,0.0007751753,0.00004333631,0.001005996,0.02432168],"study_design_scores_gemma":[0.0007532348,0.006568969,0.9909602,0.00001162385,0.0001946297,0.00002423838,0.0005268436,0.0004255001,0.00021602,0.00002495812,0.0002829341,0.00001091529],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991245,0.00003657,0.00001715679,0.00005755885,0.0000068321,0.00005595628,0.0002646907,0.000003745021,0.0004331143],"genre_scores_gemma":[0.9986812,0.00003423289,0.00003962429,0.00004897727,0.000007287324,0.00003849128,0.0004460536,0.000002244668,0.0007018709],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06681133,"threshold_uncertainty_score":0.1328449,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1242816838000574,"score_gpt":0.5093572487399685,"score_spread":0.385075564939911,"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."}}