{"id":"W4250801136","doi":"10.1089/dia.2019.2509","title":"Advances in Exercise, Physical Activity, and Diabetes Mellitus","year":2019,"lang":"en","type":"review","venue":"Diabetes Technology & Therapeutics","topic":"Diabetes Management and Research","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"LMC Diabetes & Endocrinology (Canada); York University","funders":"","keywords":"Medicine; Diabetes mellitus; Intensive care medicine; Physical therapy; Physical activity; 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":[0.001638416,0.001315378,0.00325243,0.003327257,0.0002938986,0.001479086,0.001301131,0.001590545,0.004100934],"category_scores_gemma":[0.00206664,0.0004403466,0.001260514,0.003205584,0.0006971559,0.001456269,0.0009635533,0.002662547,0.001546438],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007611433,"about_ca_system_score_gemma":0.001798633,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002635582,"about_ca_topic_score_gemma":0.003858775,"domain_scores_codex":[0.9994115,0.0001071347,0.0001054401,0.0001212869,0.0002136017,0.00004112829],"domain_scores_gemma":[0.9985868,0.0009344348,0.0001716133,0.00002937371,0.0002321848,0.00004565527],"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":[0.0001269422,0.0001223611,0.0002993415,0.03758783,0.0002560892,0.00006514614,0.00003571461,0.0002759602,0.0006068654,0.003345292,0.009485309,0.9477931],"study_design_scores_gemma":[0.000114323,0.0004390543,0.004535169,0.03054235,0.001278004,0.0009932066,0.0001538733,0.0003525438,0.0006565176,0.007116931,0.9537354,0.00008267369],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00003654268,0.9994404,0.00005461574,0.0001263103,0.00009236367,0.000002658327,0.000009424454,0.000002409136,0.0002353978],"genre_scores_gemma":[0.0003336513,0.9991135,0.0001458105,0.000125693,0.0001469864,0.000004455118,0.00001401179,6.004329e-7,0.0001153198],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004100934,"threshold_uncertainty_score":0.01371902,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04363798065614237,"score_gpt":0.3715242826544139,"score_spread":0.3278863019982715,"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."}}