{"id":"W1918064491","doi":"10.1210/jc.2015-3003","title":"Single- and Dual-Hormone Artificial Pancreas for Overnight Glucose Control in Type 1 Diabetes","year":2015,"lang":"en","type":"article","venue":"The Journal of Clinical Endocrinology & Metabolism","topic":"Diabetes Management and Research","field":"Medicine","cited_by":88,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal Clinical Research Institute","funders":"Medtronic; Canadian Diabetes Association; American Diabetes Association","keywords":"Interquartile range; Medicine; Internal medicine; Artificial pancreas; Endocrinology; Glucagon; Glycemic; Insulin; Diabetes mellitus; Hormone; Type 2 diabetes; Insulin pump; Crossover study; Type 1 diabetes; Pancreas; Placebo; Pathology","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":[],"consensus_categories":[],"category_scores_codex":[0.004166635,0.0001408924,0.0009945192,0.0002318927,0.00004262338,0.00001961037,0.0001797336,0.0001126464,0.00002021904],"category_scores_gemma":[0.005520961,0.00008043955,0.0001576107,0.0002206941,0.0004110139,0.0001034737,0.00008674225,0.0006622334,0.00001499261],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001596115,"about_ca_system_score_gemma":0.0001499543,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005786853,"about_ca_topic_score_gemma":0.000005592803,"domain_scores_codex":[0.9973127,0.0005332789,0.001176455,0.0001486693,0.00034603,0.0004828911],"domain_scores_gemma":[0.9968817,0.001776496,0.0004215428,0.0002238616,0.0004677169,0.0002286815],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.06078569,0.006093297,0.1309092,0.0001889517,0.004569889,0.0007460718,0.0008988841,0.00006444809,0.05599522,0.02480792,0.0589477,0.6559927],"study_design_scores_gemma":[0.03966668,0.00770231,0.4572541,0.000109031,0.002509969,0.0001214103,0.0004374444,0.001221789,0.003465517,0.02479949,0.4623813,0.000330964],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9712225,0.01706381,0.00006085108,0.009920619,0.0008393363,0.0003870036,0.000003308769,0.00001016357,0.0004924438],"genre_scores_gemma":[0.9940296,0.001803098,0.0002947083,0.001699558,0.001688227,0.000005315442,0.000002057954,0.00001898027,0.0004584071],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6556618,"threshold_uncertainty_score":0.6609504,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1136218334397997,"score_gpt":0.3903415254250921,"score_spread":0.2767196919852924,"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."}}