{"id":"W2028818469","doi":"10.3810/psm.2010.04.1764","title":"The Role of Physical Activity in Type 2 Diabetes Prevention: Physiological and Practical Perspectives","year":2010,"lang":"en","type":"review","venue":"The Physician and Sportsmedicine","topic":"Adipose Tissue and Metabolism","field":"Medicine","cited_by":76,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Prediabetes; Medicine; Glycemic; Type 2 diabetes; Diabetes mellitus; Medical prescription; Insulin resistance; Disease; Insulin; Exercise prescription; Metabolic syndrome; Internal medicine; Physical therapy; Endocrinology; Pharmacology","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":[0.00558141,0.001105838,0.001352409,0.00168585,0.0007553826,0.004006891,0.001395056,0.004860429,0.003653634],"category_scores_gemma":[0.005453326,0.0003361455,0.0008630234,0.001071781,0.004928351,0.003677453,0.002175872,0.007005689,0.0008663611],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001551063,"about_ca_system_score_gemma":0.003008714,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002987369,"about_ca_topic_score_gemma":0.004785479,"domain_scores_codex":[0.9982255,0.0009822897,0.0001322256,0.0001548265,0.0003785266,0.0001266401],"domain_scores_gemma":[0.9933569,0.004907847,0.0003780377,0.0001758571,0.0007041989,0.0004771512],"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":[0.0004291079,0.0007286554,0.005393146,0.0105068,0.0002776368,0.0007424004,0.00105099,0.001115077,0.001016817,0.07501619,0.08435231,0.8193709],"study_design_scores_gemma":[0.000231955,0.001480533,0.02574191,0.02598763,0.0004275325,0.002054834,0.003240344,0.001448275,0.0005203328,0.1320193,0.8066943,0.0001529212],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0009177167,0.8141974,0.001032691,0.1726285,0.003759663,0.00001878579,0.00003675836,0.0000191856,0.007389305],"genre_scores_gemma":[0.01577589,0.940856,0.002046394,0.02217106,0.01794603,0.00006409749,0.00002634354,0.000008215377,0.001106047],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00558141,"threshold_uncertainty_score":0.02951765,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03418861209134238,"score_gpt":0.3661923659725908,"score_spread":0.3320037538812484,"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."}}