{"id":"W4243369267","doi":"10.1089/dia.2018.2509","title":"Advances in Exercise, Physical Activity, and Diabetes Mellitus","year":2018,"lang":"en","type":"review","venue":"Diabetes Technology & Therapeutics","topic":"Cardiovascular Disease and Adiposity","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"LMC Diabetes & Endocrinology (Canada); York University","funders":"","keywords":"Medicine; Diabetes mellitus; Physical therapy; Physical activity; Intensive care medicine; Internal 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":[0.0001496483,0.0005767747,0.002787672,0.0006121888,0.00007270767,0.00002600362,0.000271366,0.0008571173,0.00000432398],"category_scores_gemma":[0.00001485379,0.0004677921,0.0006978128,0.0008563933,0.0007159939,0.0001071322,0.0002448143,0.0008695422,0.00003382217],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005812841,"about_ca_system_score_gemma":0.0001021851,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":4.357256e-7,"about_ca_topic_score_gemma":9.496417e-7,"domain_scores_codex":[0.9980574,0.00009045095,0.0002824052,0.0007181372,0.0002227849,0.0006288742],"domain_scores_gemma":[0.9986332,0.0001339614,0.0001686598,0.0009038124,0.00004841741,0.0001119277],"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":[0.0000064049,0.0003118472,0.001989092,0.006797866,0.0007974224,0.00001492301,0.00001079277,2.744824e-8,0.00002659272,0.00005980134,0.000005391304,0.9899799],"study_design_scores_gemma":[0.0006113888,0.0002570081,0.0004373092,0.01367959,0.01144787,0.0000105613,0.00001080674,0.00004855535,0.001053146,0.001145619,0.9706962,0.0006019745],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.04309193,0.955318,0.000001844778,0.0001199999,0.0001069314,0.0009503304,0.00002958016,0.0002353458,0.0001460391],"genre_scores_gemma":[0.007767694,0.9915316,0.00006809417,0.00008208534,0.000173188,0.0002180129,0.00003876489,0.00008702927,0.00003353766],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9893779,"threshold_uncertainty_score":0.9997774,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0204280475213575,"score_gpt":0.319472338633177,"score_spread":0.2990442911118195,"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."}}