{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001833521,0.0001856326,0.0004778331,0.000888708,0.00004463209,0.000009699611,0.0001003447,0.0002316982,0.000006724557],"category_scores_gemma":[0.00002649857,0.0001612544,0.00003980413,0.00134754,0.000286086,0.0001069056,0.0000630006,0.0002666165,0.00002939558],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002035208,"about_ca_system_score_gemma":0.00001788763,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001761962,"about_ca_topic_score_gemma":0.00001139022,"domain_scores_codex":[0.9988737,0.00001957752,0.0002325126,0.0002837454,0.0001150927,0.0004754383],"domain_scores_gemma":[0.9995745,0.00007819648,0.0000461681,0.0002258998,0.00004329296,0.00003195455],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003712539,0.0001826318,0.5765229,0.00007172597,0.00003066304,0.00000885174,0.0002675892,2.750373e-7,0.01288978,0.000420584,0.00002531122,0.4095425],"study_design_scores_gemma":[0.009681826,0.001627818,0.6247089,0.001605816,0.0001961125,0.00000164703,0.004050137,0.0003466704,0.1060404,0.09806561,0.1529498,0.0007252221],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8995906,0.09492422,2.211076e-7,0.004194446,0.0001227731,0.0004895407,0.000002853771,0.0002978807,0.000377453],"genre_scores_gemma":[0.7812403,0.2176625,0.0001015757,0.000608162,0.00002523342,0.000274956,0.0000097789,0.00002238375,0.00005516022],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4088173,"threshold_uncertainty_score":0.6575762,"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."}}