{"id":"W4408506566","doi":"10.1089/dia.2025.8809.dpz","title":"Advances in Exercise and Nutrition as Therapy in Diabetes","year":2025,"lang":"en","type":"article","venue":"Diabetes Technology & Therapeutics","topic":"Diet and metabolism studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"LMC Diabetes & Endocrinology (Canada); York University; University of Toronto","funders":"","keywords":"Medicine; Diabetes mellitus; Medical nutrition therapy; Exercise therapy; Physical therapy; Intensive care medicine; Internal medicine; Endocrinology; Randomized controlled trial","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":[0.004766773,0.0006160614,0.0009878696,0.00175881,0.0004326051,0.002694106,0.0007097198,0.001754909,0.00590462],"category_scores_gemma":[0.003797238,0.0001620957,0.0005275251,0.002186399,0.001992898,0.002749728,0.001126382,0.002344401,0.0006005759],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001049378,"about_ca_system_score_gemma":0.002012458,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001770128,"about_ca_topic_score_gemma":0.00317729,"domain_scores_codex":[0.9988636,0.0006443992,0.00009494461,0.00008836949,0.0002186173,0.00009010512],"domain_scores_gemma":[0.9950575,0.003899905,0.0002830041,0.000174263,0.0003614979,0.0002238339],"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":[0.001723253,0.001524127,0.00477756,0.005375945,0.0002074599,0.0002070616,0.0004803217,0.0005295173,0.005044187,0.04598718,0.01080309,0.9233403],"study_design_scores_gemma":[0.0006316975,0.004424858,0.06460901,0.01064983,0.0006346582,0.001476706,0.002100669,0.001346233,0.00490319,0.08626239,0.8228412,0.0001194806],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.008668622,0.9554465,0.001161623,0.01841898,0.001317988,0.00002076087,0.00004469698,0.00001296991,0.01490796],"genre_scores_gemma":[0.05775418,0.9244953,0.003665214,0.005297007,0.005523017,0.00005431997,0.00004785444,0.00001151323,0.003151607],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00590462,"threshold_uncertainty_score":0.02520943,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00900168555754459,"score_gpt":0.2844605044236924,"score_spread":0.2754588188661478,"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."}}