{"id":"W4401613383","doi":"10.1007/s00125-024-06229-x","title":"Applying technologies to simplify strategies for exercise in type 1 diabetes","year":2024,"lang":"en","type":"review","venue":"Diabetologia","topic":"Diabetes Management and Research","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"York University; Sinai Health System","funders":"University of Toronto","keywords":"Anaerobic exercise; Aerobic exercise; Type 1 diabetes; Insulin; Type 2 diabetes; Medicine; Insulin pump; Diabetes mellitus; Leverage (statistics); Exercise physiology; Physical therapy; Endocrinology; Computer science","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0009195129,0.001333126,0.002261057,0.002823356,0.0002350181,0.001154792,0.0009332106,0.001156051,0.006607163],"category_scores_gemma":[0.001304188,0.0003514776,0.001287343,0.002108691,0.00051257,0.001207388,0.0008206145,0.002170197,0.002094481],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000506557,"about_ca_system_score_gemma":0.0008317394,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001769011,"about_ca_topic_score_gemma":0.003402548,"domain_scores_codex":[0.9997215,0.00005305106,0.00005220648,0.00004975366,0.00009588614,0.00002759507],"domain_scores_gemma":[0.9994611,0.0003711859,0.00007090876,0.00001216582,0.00006491718,0.0000196738],"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":[0.0001192323,0.0001019961,0.00008787165,0.04014966,0.0002757048,0.00006970411,0.00002843751,0.0001953271,0.0007262071,0.001671896,0.01538189,0.941192],"study_design_scores_gemma":[0.0002207946,0.0003605678,0.002007334,0.02850637,0.001379454,0.0008833701,0.00008912498,0.0001958409,0.0006799416,0.003489512,0.9621329,0.00005488114],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00004946411,0.9990788,0.0001145827,0.0001062957,0.0001601369,0.000005984612,0.00001530771,0.000005196715,0.0004643141],"genre_scores_gemma":[0.0003614268,0.9987679,0.0002185935,0.0002030311,0.0001495593,0.000007959973,0.00002308064,0.000001492756,0.0002668392],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006607163,"threshold_uncertainty_score":0.02210319,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08701712614494196,"score_gpt":0.4066287451669944,"score_spread":0.3196116190220525,"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."}}