{"id":"W1589570958","doi":"10.17925/ee.2014.10.01.18","title":"Exercise is Medicine—The Importance of Physical Activity, Exercise Training, Cardiorespiratory Fitness and Obesity in the Prevention and Treatment of Type 2 Diabetes","year":2014,"lang":"en","type":"review","venue":"touchREVIEWS in Endocrinology","topic":"Physical Activity and Health","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"Children's Hospital Research Institute of Manitoba","funders":"","keywords":"Medicine; Cardiorespiratory fitness; Type 2 diabetes; Diabetes mellitus; Obesity; Population; Aerobic exercise; Physical fitness; Physical therapy; Physical exercise; Internal medicine; Gerontology; Environmental health; 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":[0.0004655409,0.0003704838,0.004735262,0.0001520203,0.00003710467,0.000002702141,0.0001815658,0.0001461548,0.00001193501],"category_scores_gemma":[0.0001210704,0.0001877901,0.0002825093,0.0003556341,0.0006060723,0.00004852851,0.00007087392,0.000410198,0.000001992844],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007284378,"about_ca_system_score_gemma":0.0001805191,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000094215,"about_ca_topic_score_gemma":0.00007852268,"domain_scores_codex":[0.9977016,0.0006682439,0.0006590812,0.0004292823,0.0001962103,0.0003455385],"domain_scores_gemma":[0.9979865,0.0007239146,0.0005779149,0.0006097012,0.00003843085,0.0000635495],"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":[0.00002641515,0.000721884,0.001535408,0.01848571,0.00005081988,0.000009738597,0.001246056,5.676337e-8,0.000003715408,0.0002141271,0.00005669502,0.9776494],"study_design_scores_gemma":[0.002902837,0.005836246,0.01816636,0.0755261,0.005022995,0.00008305348,0.0002035846,0.00003694375,0.00009221442,0.00147984,0.8901252,0.0005246958],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.1720262,0.8255985,5.255175e-7,0.0001810024,0.00004860117,0.001985927,0.000009733408,0.000005592273,0.0001439067],"genre_scores_gemma":[0.06109561,0.938346,0.000009050505,0.00005159169,0.0001427088,0.0003041709,0.000009780303,0.00001779096,0.00002331212],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9771247,"threshold_uncertainty_score":0.7657859,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1280887606537081,"score_gpt":0.4079316342554769,"score_spread":0.2798428736017688,"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."}}