{"id":"W3007143916","doi":"10.1089/dia.2020.2508","title":"Advances in Exercise, Physical Activity, and Diabetes","year":2020,"lang":"en","type":"review","venue":"Diabetes Technology & Therapeutics","topic":"Cardiovascular and exercise physiology","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"LMC Diabetes & Endocrinology (Canada); York University","funders":"","keywords":"Medicine; Diabetes mellitus; Physical activity; Physical therapy; Physical exercise; Physical medicine and rehabilitation; 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":[0.0001123476,0.000659521,0.004861217,0.000604772,0.00005455267,0.00001765404,0.0002991707,0.0008986537,0.000004362206],"category_scores_gemma":[0.00002829168,0.0005381219,0.0007497972,0.001088938,0.0005641303,0.00009293284,0.0003328341,0.001310056,0.00005106148],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008985825,"about_ca_system_score_gemma":0.0001239558,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":7.883505e-7,"about_ca_topic_score_gemma":0.00000100808,"domain_scores_codex":[0.997898,0.00008867683,0.0003316811,0.0008137553,0.0002014627,0.0006663622],"domain_scores_gemma":[0.998745,0.000187172,0.0001742801,0.0007388832,0.00004773127,0.0001069221],"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":[0.00001869044,0.0001804754,0.0002414112,0.007407353,0.000497947,0.00002359119,0.00002293197,1.286719e-7,0.0001181402,0.00007323288,0.000007403314,0.9914087],"study_design_scores_gemma":[0.0006978455,0.0003623666,0.0001640826,0.009925937,0.00619813,0.00001831863,0.00002419635,0.0000895907,0.001011285,0.001878585,0.9789613,0.0006683165],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01652724,0.9814963,0.000001914708,0.0003711942,0.0001227163,0.001001017,0.00002304373,0.0002918046,0.0001648189],"genre_scores_gemma":[0.009332949,0.9897672,0.00008435277,0.0001374284,0.000150958,0.0003563902,0.00004494354,0.0001135092,0.00001224613],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9907404,"threshold_uncertainty_score":0.999707,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02140102281514718,"score_gpt":0.3226374448623699,"score_spread":0.3012364220472228,"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."}}