{"id":"W4321453333","doi":"10.1089/dia.2023.2509","title":"Advances in Exercise and Nutrition as Therapy in Diabetes","year":2023,"lang":"en","type":"article","venue":"Diabetes Technology & Therapeutics","topic":"Diet and metabolism studies","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"LMC Diabetes & Endocrinology (Canada); York University","funders":"","keywords":"Medicine; Diabetes mellitus; Kinesiology; Psychological intervention; Type 2 diabetes; Gerontology; Family medicine; MEDLINE; Physical therapy; Nursing; Endocrinology","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":[0.00474697,0.0006173945,0.0009943433,0.001768847,0.000433105,0.002692013,0.0007150978,0.00176801,0.005859169],"category_scores_gemma":[0.00374822,0.0001638541,0.0005335354,0.002199976,0.002007292,0.002744107,0.001130332,0.002351923,0.0005992719],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001054925,"about_ca_system_score_gemma":0.002019413,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001785362,"about_ca_topic_score_gemma":0.003172748,"domain_scores_codex":[0.9988863,0.0006268459,0.00009368126,0.00008754533,0.000216287,0.00008935693],"domain_scores_gemma":[0.9950892,0.003881474,0.0002779439,0.0001721883,0.0003598705,0.0002193017],"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":[0.001718863,0.001540389,0.004825417,0.00537719,0.0002097884,0.0002110263,0.00047968,0.0005490168,0.005151652,0.04716203,0.01083584,0.9219393],"study_design_scores_gemma":[0.0006251155,0.004426124,0.06345749,0.01046382,0.0006311639,0.001493689,0.002058828,0.001380671,0.00495405,0.08668463,0.8237043,0.000120158],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.008443893,0.9564943,0.001165985,0.01783999,0.001285343,0.00002043146,0.00004375045,0.00001290921,0.01469345],"genre_scores_gemma":[0.05734055,0.9249594,0.003721876,0.005277949,0.005460912,0.00005422765,0.00004751665,0.00001157214,0.00312587],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005859169,"threshold_uncertainty_score":0.0251047,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01511293146277541,"score_gpt":0.2893686881719538,"score_spread":0.2742557567091784,"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."}}