{"id":"W4307975858","doi":"10.1038/s41574-022-00756-6","title":"Exercise in adults with type 1 diabetes mellitus","year":2022,"lang":"en","type":"review","venue":"Nature Reviews Endocrinology","topic":"Diabetes Management and Research","field":"Medicine","cited_by":104,"is_retracted":false,"has_abstract":false,"ca_institutions":"York University","funders":"","keywords":"Medicine; Psychosocial; Type 1 diabetes; Glucose homeostasis; Diabetes mellitus; Population; Insulin; Type 2 Diabetes Mellitus; Type 2 diabetes; Obesity; Blood sugar regulation; Internal medicine; Intensive care medicine; Endocrinology; Insulin resistance; Psychiatry","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","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004865017,0.000661073,0.004495677,0.001010281,0.0000645535,0.00001867194,0.0006017264,0.0005568954,0.002199941],"category_scores_gemma":[0.0003302133,0.0004048228,0.0005328461,0.001870765,0.0001355425,0.00005424015,0.0004238577,0.004336057,0.0007332887],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002509218,"about_ca_system_score_gemma":0.0002664859,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004307277,"about_ca_topic_score_gemma":0.000006212702,"domain_scores_codex":[0.9961184,0.0005192693,0.0008750344,0.0009262431,0.0004589679,0.001102052],"domain_scores_gemma":[0.9981259,0.0002485274,0.0003581576,0.001045498,0.00006242837,0.0001594795],"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":[0.00004991787,0.0001482361,0.00003982566,0.09765462,0.0001513716,0.000434052,0.00000935253,3.464799e-8,2.840313e-8,0.0001812233,0.006438127,0.8948932],"study_design_scores_gemma":[0.0006821745,0.0004044086,0.00001452627,0.06473847,0.001116362,0.00003199247,0.000006587951,7.780851e-7,3.180917e-7,0.00001233101,0.9326446,0.000347461],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000005824729,0.9839866,8.967035e-8,0.0001076145,0.0005277256,0.004897898,0.000009376052,0.00006945802,0.0103954],"genre_scores_gemma":[0.000001876702,0.9927796,0.0001857182,0.0002059252,0.0001712187,0.001287913,0.0005995994,0.0001038743,0.00466425],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9262065,"threshold_uncertainty_score":0.9998404,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04214694249645203,"score_gpt":0.3608337242727561,"score_spread":0.3186867817763041,"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."}}