{"id":"W3165258419","doi":"10.1089/dia.2021.2509","title":"Advances in Exercise and Nutrition as Therapy in Diabetes","year":2021,"lang":"en","type":"article","venue":"Diabetes Technology & Therapeutics","topic":"Diabetes Management and Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"LMC Diabetes & Endocrinology (Canada); York University","funders":"National Institute of Diabetes and Digestive and Kidney Diseases","keywords":"Chapel; Medicine; Gerontology; Diabetes mellitus; Family medicine; Library science; Medical education; History; Art history; 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":[0.0002368854,0.0001948368,0.0004390976,0.0007950587,0.00004501403,0.00003053128,0.0001469895,0.0002866236,0.00005297704],"category_scores_gemma":[0.00003359059,0.0001775395,0.00004928892,0.001298448,0.0003070107,0.0001591794,0.0001143308,0.0004441749,0.000020662],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004747601,"about_ca_system_score_gemma":0.00004478504,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":8.823434e-7,"about_ca_topic_score_gemma":0.00001280695,"domain_scores_codex":[0.9984996,0.00004800947,0.0002661962,0.0004000837,0.0001977997,0.0005883317],"domain_scores_gemma":[0.9993567,0.00008964927,0.0000461904,0.0003649825,0.00009138886,0.00005107582],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00003137553,0.0004992149,0.4972437,0.000140992,0.00003649577,0.00003489721,0.00004910624,4.259098e-7,0.01558934,0.0004744703,0.00001130197,0.4858887],"study_design_scores_gemma":[0.01588916,0.002755877,0.1518104,0.003452989,0.0002057998,0.000004381723,0.002319494,0.001749543,0.5435817,0.1100905,0.1670938,0.001046429],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.896188,0.09603271,0.00000118887,0.005863055,0.00006296618,0.0005426032,0.000001844471,0.0001163244,0.001191345],"genre_scores_gemma":[0.9253128,0.07264111,0.0003419995,0.00114942,0.0000250345,0.0002171482,0.00002475784,0.00003095246,0.0002567793],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5279924,"threshold_uncertainty_score":0.723985,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01415413013112211,"score_gpt":0.2998746270849685,"score_spread":0.2857204969538464,"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."}}