{"id":"W4225425668","doi":"10.1089/dia.2022.2508","title":"Advances in Exercise and Nutrition as Therapy in Diabetes","year":2022,"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","funders":"","keywords":"Medicine; Diabetes mellitus; Intensive care medicine; Physical therapy; 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":[0.000195681,0.0001746864,0.0004584517,0.0006526029,0.00009646467,0.000007394258,0.0001260606,0.0001178555,0.00002945242],"category_scores_gemma":[0.00001357349,0.0001638834,0.00004071644,0.0008211968,0.0002375112,0.00008681076,0.0001225151,0.000417639,0.000003750754],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004474556,"about_ca_system_score_gemma":0.00002421307,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002454856,"about_ca_topic_score_gemma":0.000007435152,"domain_scores_codex":[0.9988946,0.00003670324,0.0002318077,0.0002853576,0.0001482527,0.0004032756],"domain_scores_gemma":[0.999599,0.00005695318,0.00005878805,0.0002261933,0.00003170687,0.00002732929],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007892711,0.0005058717,0.5998667,0.00004689426,0.00003495145,0.000008737082,0.0003794052,9.044722e-7,0.01075228,0.0006402289,0.00001718913,0.3876679],"study_design_scores_gemma":[0.01566375,0.00449396,0.267237,0.0006633935,0.0003021338,0.000006528016,0.01052838,0.0003040905,0.07365041,0.1041621,0.5219661,0.001022147],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8214382,0.1740841,2.439689e-7,0.003364757,0.0001235576,0.0004963521,0.000004683085,0.0001112313,0.0003769039],"genre_scores_gemma":[0.9056104,0.09212134,0.0001533641,0.001330688,0.00002007439,0.0006868939,0.000009684431,0.00002306112,0.0000444999],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5219489,"threshold_uncertainty_score":0.668297,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01139011391614262,"score_gpt":0.2705377495804336,"score_spread":0.259147635664291,"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."}}