{"id":"W2785508426","doi":"10.1089/dia.2017.0353","title":"Overnight Glucose Control with Dual- and Single-Hormone Artificial Pancreas in Type 1 Diabetes with Hypoglycemia Unawareness: A Randomized Controlled Trial","year":2018,"lang":"en","type":"article","venue":"Diabetes Technology & Therapeutics","topic":"Diabetes Management and Research","field":"Medicine","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Montreal Children's Hospital; Diabetes Canada; LMC Diabetes & Endocrinology (Canada); Université de Montréal; Montreal Clinical Research Institute; McGill University Health Centre","funders":"Institut de Recherche Clinique De Montréal","keywords":"Hypoglycemia; Medicine; Artificial pancreas; Internal medicine; Glucagon; Endocrinology; Hormone; Interquartile range; Diabetes mellitus; Pancreas; Insulin; Type 1 diabetes","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":[0.002827157,0.001394545,0.004431326,0.0006550905,0.0005908236,0.001382019,0.001024153,0.002790917,0.00570706],"category_scores_gemma":[0.004376207,0.0007589683,0.003694224,0.0006993845,0.001229791,0.001244415,0.0005096709,0.002891317,0.0004180187],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008658593,"about_ca_system_score_gemma":0.001456287,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001857805,"about_ca_topic_score_gemma":0.002185463,"domain_scores_codex":[0.9980058,0.001153859,0.0001955786,0.0003343568,0.0001233153,0.0001870101],"domain_scores_gemma":[0.9974216,0.001155538,0.0006326055,0.0001631478,0.0001393611,0.000487829],"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":[0.9880378,0.00317216,0.0004593945,0.0008525836,0.001326218,0.00002006237,0.00002294111,0.0001073783,0.0002408009,0.0000425761,0.0002147782,0.005503261],"study_design_scores_gemma":[0.9783812,0.01965315,0.0009011871,0.00005868195,0.0005738858,0.00001046748,0.00001174104,0.0001965233,0.00005157048,0.00005288409,0.0001015543,0.000007318637],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9717008,0.01751437,0.0009336795,0.0008842277,0.001601339,0.004771464,0.0007973809,0.0001420659,0.001654586],"genre_scores_gemma":[0.9830231,0.005175404,0.001886442,0.001072512,0.0009925785,0.006001865,0.0005899769,0.00002100026,0.001237247],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00570706,"threshold_uncertainty_score":0.01909202,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01426518835634216,"score_gpt":0.2561679435099913,"score_spread":0.2419027551536492,"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."}}