{"id":"W4405173471","doi":"10.1007/s00125-024-06308-z","title":"The use of automated insulin delivery around physical activity and exercise in type 1 diabetes: a position statement of the European Association for the Study of Diabetes (EASD) and the International Society for Pediatric and Adolescent Diabetes (ISPAD)","year":2024,"lang":"en","type":"review","venue":"Diabetologia","topic":"Diabetes Management and Research","field":"Medicine","cited_by":57,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University; Université de Montréal; Montreal Clinical Research Institute; Centre Hospitalier de l’Université de Montréal","funders":"University College London Hospitals NHS Foundation Trust; Univerza v Ljubljani; Universität Bayreuth; University College London; International Society for Pediatric and Adolescent Diabetes; Université de Lille; Steno Diabetes Center Copenhagen; European Association for the Study of Diabetes; Yale University","keywords":"Position statement; Medicine; Diabetes mellitus; Insulin delivery; Type 2 diabetes; Type 1 diabetes; Insulin; Intensive care medicine; Family medicine; 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":[],"consensus_categories":[],"category_scores_codex":[0.002755473,0.0002912803,0.001058252,0.0001220935,0.0001594882,0.0001178854,0.0003173759,0.0001096171,3.928834e-7],"category_scores_gemma":[0.0008658593,0.0001248982,0.0003481644,0.0004502515,0.0003393001,0.0000974115,0.000545344,0.0003656294,3.451645e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001267463,"about_ca_system_score_gemma":0.00009551213,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006928207,"about_ca_topic_score_gemma":0.000005290875,"domain_scores_codex":[0.9977861,0.0004789618,0.0005841113,0.0003583139,0.0004548633,0.0003376268],"domain_scores_gemma":[0.9941231,0.004513969,0.0007160064,0.0003259593,0.0002841562,0.00003678348],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.000309218,0.002713522,0.1785672,0.05412778,0.005999946,7.298898e-7,0.001515898,0.00003242826,0.00009982831,0.000117621,0.008463535,0.7480523],"study_design_scores_gemma":[0.01844244,0.003612305,0.696272,0.02654318,0.0445266,2.615446e-7,0.002223021,0.1731314,0.0002217339,0.0007828905,0.03298961,0.001254625],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.676677,0.3179629,0.00000106627,0.0003374427,0.0001801461,0.004682768,0.0001356912,0.00001850788,0.000004530023],"genre_scores_gemma":[0.4943337,0.5049607,0.00001709892,0.00002607872,0.00008876929,0.0004221232,0.00004396285,0.00003327063,0.00007431601],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7467977,"threshold_uncertainty_score":0.5093201,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05674622404484807,"score_gpt":0.3385514394158405,"score_spread":0.2818052153709924,"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."}}