{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002238045,0.00243217,0.007349461,0.000718724,0.0008515997,0.001559753,0.00148355,0.003448399,0.009516255],"category_scores_gemma":[0.003503758,0.001692389,0.002760259,0.0007789562,0.002290029,0.002112533,0.0009377371,0.004501401,0.001517643],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008242347,"about_ca_system_score_gemma":0.001312586,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002470864,"about_ca_topic_score_gemma":0.002754203,"domain_scores_codex":[0.9985153,0.0005687352,0.0001882744,0.0003926864,0.0001024764,0.0002325222],"domain_scores_gemma":[0.9980928,0.0006735838,0.0002272817,0.0002221811,0.0001407193,0.0006434158],"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":[0.990375,0.00620093,0.00008400618,0.0001793975,0.0002785044,0.000007226321,0.00002622581,0.00005683546,0.0005705848,0.00002169631,0.0000743954,0.00212519],"study_design_scores_gemma":[0.9484938,0.05014137,0.0007128626,0.00001179131,0.0002172279,0.000004858239,0.00001332944,0.0001541433,0.0001170081,0.000038608,0.00008397603,0.00001105596],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9872362,0.001843276,0.001347596,0.000372997,0.00128709,0.005359077,0.000893347,0.0001997629,0.001460758],"genre_scores_gemma":[0.9800617,0.001892949,0.003823515,0.0009455441,0.001004438,0.008246777,0.0008529783,0.00006270892,0.003109428],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009516255,"threshold_uncertainty_score":0.03183508,"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."}}