{"id":"W1968938093","doi":"10.1016/s2213-8587(14)70226-8","title":"Comparison of dual-hormone artificial pancreas, single-hormone artificial pancreas, and conventional insulin pump therapy for glycaemic control in patients with type 1 diabetes: an open-label randomised controlled crossover trial","year":2014,"lang":"en","type":"article","venue":"The Lancet Diabetes & Endocrinology","topic":"Diabetes Management and Research","field":"Medicine","cited_by":213,"is_retracted":false,"has_abstract":false,"ca_institutions":"Montreal Children's Hospital; Université de Montréal; McGill University Health Centre; Montreal Clinical Research Institute; McGill University","funders":"Canadian Diabetes Association; Juvenile Diabetes Research Foundation International","keywords":"Medicine; Artificial pancreas; Insulin; Diabetes mellitus; Crossover study; Glucagon; Internal medicine; Insulin pump; Endocrinology; Pancreas; Type 2 diabetes; Type 1 diabetes; Hormone; Gastroenterology; Pathology; 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":[0.001938377,0.0004192745,0.002613371,0.0002486803,0.0002016822,0.0001394536,0.0004838717,0.0001777049,0.0000585467],"category_scores_gemma":[0.0008872159,0.0002723952,0.0001110534,0.0003129753,0.0007067,0.0002115031,0.0001557082,0.0004388539,0.00001264606],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005637287,"about_ca_system_score_gemma":0.00009726422,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002869181,"about_ca_topic_score_gemma":0.00002685174,"domain_scores_codex":[0.995528,0.000755356,0.001080139,0.0006284127,0.0004975881,0.001510434],"domain_scores_gemma":[0.9965464,0.001697921,0.0005423507,0.0006378082,0.0004056348,0.0001698154],"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":[0.8202197,0.005819357,0.1094828,0.0000726211,0.001301835,0.000002354928,0.0001072606,0.00001151163,0.03776041,0.001842856,0.0009731131,0.0224062],"study_design_scores_gemma":[0.8526684,0.02104205,0.1127147,0.00007218862,0.0004753137,3.01604e-7,0.00004836244,0.006101419,0.003155776,0.001992553,0.001354152,0.0003747949],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9880475,0.0015296,0.00005420572,0.001012762,0.0002830296,0.008646564,0.00008468744,0.0000611006,0.0002805454],"genre_scores_gemma":[0.9968286,0.00009206316,0.0001601966,0.0007929722,0.0006728949,0.0009533861,0.0003495506,0.00006299253,0.0000873218],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03460463,"threshold_uncertainty_score":0.9999728,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06536605166457726,"score_gpt":0.3404041475937732,"score_spread":0.2750380959291959,"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."}}