{"id":"W4256638226","doi":"10.1089/dia.2017.2509","title":"Advances in Exercise, Physical Activity, and Diabetes Mellitus","year":2017,"lang":"en","type":"review","venue":"Diabetes Technology & Therapeutics","topic":"Diabetes Management and Research","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Medicine; Diabetes mellitus; Physical activity; Physical therapy; Intensive care medicine; 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003525563,0.0007073293,0.003176834,0.001415137,0.0001683466,0.0001033673,0.0007799187,0.0009185232,0.0000105279],"category_scores_gemma":[0.00005172407,0.000541544,0.0003623111,0.0007050104,0.001187507,0.0002322783,0.0006794527,0.001508963,0.0000707388],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001025744,"about_ca_system_score_gemma":0.0001221553,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":6.130993e-7,"about_ca_topic_score_gemma":0.000002498785,"domain_scores_codex":[0.9972237,0.00008576556,0.0003719733,0.0008510281,0.0003658397,0.001101711],"domain_scores_gemma":[0.9978685,0.000253953,0.0003565709,0.001328056,0.00007491839,0.0001179649],"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":[0.000005686587,0.0004068319,0.00343784,0.01297434,0.0003650253,0.00001809458,0.00001160729,3.967747e-8,0.00001388027,0.0002043648,0.00001628089,0.982546],"study_design_scores_gemma":[0.0005621805,0.0003141958,0.0002490846,0.01373795,0.002140983,8.243593e-7,0.00001132848,0.0001463261,0.0001626424,0.002130613,0.9800353,0.000508557],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01014845,0.9857552,7.035728e-7,0.0005061544,0.0001600231,0.001664636,0.00001691603,0.0002470086,0.001500926],"genre_scores_gemma":[0.004298758,0.9941945,0.0000763544,0.00005543101,0.0001223183,0.0004521316,0.00003887251,0.0001224989,0.0006391457],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9820374,"threshold_uncertainty_score":0.9997036,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0686281717864812,"score_gpt":0.4060030685688832,"score_spread":0.3373748967824021,"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."}}