{"id":"W1993299437","doi":"10.1016/j.jcjd.2012.11.001","title":"Food and Dietary Pattern-Based Recommendations: An Emerging Approach to Clinical Practice Guidelines for Nutrition Therapy in Diabetes","year":2013,"lang":"en","type":"review","venue":"Canadian Journal of Diabetes","topic":"Diet and metabolism studies","field":"Medicine","cited_by":77,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University; St. Michael's Hospital; McMaster University","funders":"","keywords":"Medicine; Diabetes mellitus; Medical nutrition therapy; Dash; DASH diet; Disease; Mediterranean diet; Clinical Practice; Gerontology; Type 2 diabetes; Food choice; Diabetes management; Environmental health; Intensive care medicine; Family medicine; Endocrinology; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001774652,0.0003452043,0.00198041,0.0008193388,0.0001028694,0.00008669334,0.0001842872,0.0002117077,0.00001390309],"category_scores_gemma":[0.003992521,0.0002620832,0.000403328,0.0002771227,0.0000666604,0.0002959018,0.0000122035,0.0004394344,0.000001840128],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008184511,"about_ca_system_score_gemma":0.00101023,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008346971,"about_ca_topic_score_gemma":0.0004273028,"domain_scores_codex":[0.9971925,0.0002720819,0.001613452,0.0003061022,0.0001574989,0.0004583332],"domain_scores_gemma":[0.9962083,0.000776457,0.0006896885,0.0002227207,0.001290652,0.0008122269],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000004710168,0.000188694,0.002565317,0.003018652,0.0003966821,0.000001372395,0.0000926115,4.276049e-7,3.438964e-7,0.00000416973,0.01724118,0.9764858],"study_design_scores_gemma":[0.001326865,0.001839549,0.0011878,0.01015455,0.0009146405,0.000002090034,0.0003967389,0.00003886017,9.022577e-7,0.00004570354,0.9838261,0.000266173],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00379399,0.986571,0.00002702681,0.00691047,0.0008152112,0.001696759,0.0001221551,0.000006638705,0.00005673093],"genre_scores_gemma":[0.0003683176,0.969133,0.02332851,0.004793188,0.001731877,0.0003872507,0.0001805655,0.00006553694,0.00001181579],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9762197,"threshold_uncertainty_score":0.9999831,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2754560394348725,"score_gpt":0.4495832385050754,"score_spread":0.1741271990702029,"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."}}