{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001371612,0.0009626297,0.002288533,0.002736494,0.0002247944,0.001136912,0.0009035467,0.001120932,0.003409752],"category_scores_gemma":[0.002095499,0.0003327321,0.001495719,0.003618258,0.0004594767,0.001064421,0.0008341463,0.001790302,0.0007476179],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004623001,"about_ca_system_score_gemma":0.001514714,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00254157,"about_ca_topic_score_gemma":0.004726233,"domain_scores_codex":[0.9995279,0.00008618817,0.000111875,0.00008975033,0.000149074,0.00003516575],"domain_scores_gemma":[0.9988029,0.0007505813,0.0001975017,0.000023034,0.0001806888,0.00004518283],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001712666,0.0001431854,0.002226677,0.05250327,0.001047205,0.0001565678,0.0000802996,0.0003117321,0.0004159586,0.001944686,0.01249719,0.928502],"study_design_scores_gemma":[0.0001686988,0.0004658835,0.03000438,0.04713023,0.004954692,0.001981678,0.0003538233,0.000491429,0.0004625247,0.005019203,0.9088409,0.0001264639],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00008667366,0.999524,0.00002813383,0.0001354361,0.0000831102,0.000001463608,0.00001297363,0.00000162619,0.0001266946],"genre_scores_gemma":[0.0005952278,0.9989824,0.00006868583,0.00009750258,0.000165858,0.000002310166,0.00001930911,3.593312e-7,0.0000683731],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003409752,"threshold_uncertainty_score":0.01140672,"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."}}