{"id":"W3046283197","doi":"10.1007/s00125-020-05244-y","title":"A single-blind, randomised, crossover study to reduce hypoglycaemia risk during postprandial exercise with closed-loop insulin delivery in adults with type 1 diabetes: announced (with or without bolus reduction) vs unannounced exercise strategies","year":2020,"lang":"en","type":"article","venue":"Diabetologia","topic":"Diabetes Management and Research","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre Hospitalier de l’Université de Montréal; Montreal Heart Institute; Montreal Children's Hospital; McGill University Health Centre; Université de Montréal; Montreal Clinical Research Institute","funders":"Canadian Institutes of Health Research; Juvenile Diabetes Research Foundation Canada","keywords":"Postprandial; Crossover study; Medicine; Insulin; Bolus (digestion); Type 1 diabetes; Meal; Type 2 diabetes; Diabetes mellitus; Internal medicine; Randomized controlled trial; Blood Glucose Self-Monitoring; Endocrinology; Physical therapy; Continuous glucose monitoring; Placebo","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005765881,0.0008167605,0.001805134,0.0005907897,0.0003277543,0.000365843,0.0005063479,0.0002200719,0.0001038973],"category_scores_gemma":[0.0003739056,0.0005088102,0.0001082723,0.003002077,0.0004374875,0.0007316191,0.0002422589,0.0009935291,0.00009001211],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002395259,"about_ca_system_score_gemma":0.0006966268,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001221537,"about_ca_topic_score_gemma":0.0002040252,"domain_scores_codex":[0.994839,0.00025006,0.0007852757,0.001513867,0.001219168,0.001392599],"domain_scores_gemma":[0.9972658,0.0001600897,0.0003623393,0.0008110982,0.0007524976,0.0006481379],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.7580535,0.002352357,0.2213047,0.0008318808,0.0005714896,0.0008168124,0.007197069,0.001448482,0.002332402,0.000001356888,0.0002914851,0.004798429],"study_design_scores_gemma":[0.504055,0.07482404,0.3632137,0.008149957,0.002507977,0.00002983774,0.0328243,0.001197179,0.01006492,0.00001499342,0.0002362299,0.002881834],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9894299,0.0003956149,0.00001041,0.0004326735,0.0001734551,0.008690696,0.00003751712,0.0003333747,0.0004963794],"genre_scores_gemma":[0.9969196,0.0001907241,0.0009093438,0.0001828067,0.0002391057,0.0007434236,0.0001166287,0.0001419858,0.0005564162],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2539985,"threshold_uncertainty_score":0.9997364,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02145067623949564,"score_gpt":0.2706381845821506,"score_spread":0.249187508342655,"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."}}