{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001798986,0.0003387276,0.0008147617,0.0002189382,0.0001556923,0.0005227779,0.0003928742,0.0005325025,0.001796404],"category_scores_gemma":[0.001969236,0.0001280372,0.0005982008,0.0002400251,0.0004728705,0.0003988038,0.0002471157,0.0009105223,0.0001017181],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002232032,"about_ca_system_score_gemma":0.0004048842,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001922942,"about_ca_topic_score_gemma":0.0003858989,"domain_scores_codex":[0.9993787,0.000373483,0.0000630845,0.00006548898,0.00008213313,0.00003711072],"domain_scores_gemma":[0.9985306,0.0007193187,0.0004584076,0.00004885971,0.00004525132,0.0001975501],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.618616,0.02005722,0.02095581,0.006224355,0.002107001,0.0001326567,0.0001829278,0.0009139812,0.00917223,0.0002324063,0.0007279298,0.3206775],"study_design_scores_gemma":[0.2115451,0.6730275,0.09818031,0.0009636477,0.002971088,0.0005836374,0.0002773056,0.002528021,0.007060852,0.0003335821,0.002478155,0.0000507617],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9796969,0.01884895,0.0004101233,0.0001528731,0.0001313252,0.0002518174,0.00005350131,0.00001220379,0.0004422483],"genre_scores_gemma":[0.9899464,0.007028291,0.001975971,0.0002121892,0.0002409802,0.0003270549,0.00006744701,0.000003471154,0.0001981584],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001798986,"threshold_uncertainty_score":0.009514093,"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."}}