{"id":"W3091961969","doi":"10.1089/dia.2020.0365","title":"Comparison Between Closed-Loop Insulin Delivery System (the Artificial Pancreas) and Sensor-Augmented Pump Therapy: A Randomized-Controlled Crossover Trial","year":2020,"lang":"en","type":"article","venue":"Diabetes Technology & Therapeutics","topic":"Diabetes Management and Research","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; LMC Diabetes & Endocrinology (Canada); Diabetes Canada; McGill University; Montreal Clinical Research Institute; McGill University Health Centre","funders":"National Institute of Diabetes and Digestive and Kidney Diseases","keywords":"Medicine; Artificial pancreas; Insulin pump; Interquartile range; Insulin; Crossover study; Type 1 diabetes; Randomized controlled trial; Diabetes mellitus; Closed loop; Insulin delivery; Internal medicine; Surgery; 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0015121,0.0004687895,0.00269849,0.0003639766,0.0003372318,0.0001643328,0.0004393385,0.0005231195,0.00004141786],"category_scores_gemma":[0.0002420755,0.0002886861,0.0004684773,0.0008242684,0.001149128,0.00008201273,0.000242277,0.0009440551,0.00008498793],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006492205,"about_ca_system_score_gemma":0.00008156434,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004576262,"about_ca_topic_score_gemma":8.518028e-7,"domain_scores_codex":[0.9963461,0.0005479581,0.001096977,0.0006013571,0.0006020776,0.0008055583],"domain_scores_gemma":[0.997407,0.001175825,0.0004187286,0.0005939638,0.0002338773,0.0001706053],"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":[0.6797393,0.0006496083,0.05094801,0.0002810269,0.01137424,0.00002846681,0.0005184728,0.000007456227,0.01358066,0.001782053,0.0002098694,0.2408808],"study_design_scores_gemma":[0.9459822,0.001924509,0.001087368,0.000146105,0.003410309,0.000001103896,0.001099635,0.01989178,0.01578179,0.0005412067,0.009642381,0.0004916685],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.967833,0.006848999,0.00009240441,0.01752112,0.0002033302,0.00652062,0.00001677213,0.0006227785,0.0003409974],"genre_scores_gemma":[0.9957161,0.0005308214,0.0001009184,0.002316543,0.000537166,0.0005011806,0.0000401049,0.00007163861,0.0001855556],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2662428,"threshold_uncertainty_score":0.9999565,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04990721120162071,"score_gpt":0.3126830487603002,"score_spread":0.2627758375586795,"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."}}