{"id":"W2579730935","doi":"10.2337/dc16-1794","title":"Predictive Hyperglycemia and Hypoglycemia Minimization: In-Home Evaluation of Safety, Feasibility, and Efficacy in Overnight Glucose Control in Type 1 Diabetes","year":2017,"lang":"en","type":"article","venue":"Diabetes Care","topic":"Diabetes Management and Research","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"St Joseph's Health Care","funders":"National Center for Advancing Translational Sciences; NIH Clinical Center; National Institute of Diabetes and Digestive and Kidney Diseases; Georgia Clinical and Translational Science Alliance; Juvenile Diabetes Research Foundation United States of America; Rensselaer Polytechnic Institute","keywords":"Medicine; Hypoglycemia; Morning; Diabetes mellitus; Insulin; Type 1 diabetes; Insulin pump; Type 2 diabetes; Diabetic ketoacidosis; Blood Glucose Self-Monitoring; Internal medicine; Anesthesia; Endocrinology; Continuous glucose monitoring","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":[],"consensus_categories":[],"category_scores_codex":[0.0009047749,0.0001811849,0.0005260729,0.0003614086,0.00006787967,0.0000526855,0.000156254,0.0001490876,0.00004010193],"category_scores_gemma":[0.001310031,0.0001645169,0.00003854597,0.0002430657,0.0002604569,0.0002417329,0.0001906985,0.0002311683,0.000004358108],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002394567,"about_ca_system_score_gemma":0.0001169464,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001754875,"about_ca_topic_score_gemma":0.00015519,"domain_scores_codex":[0.9981044,0.0001853557,0.0003819004,0.000418029,0.0005391964,0.000371138],"domain_scores_gemma":[0.9987119,0.0002723592,0.0001390171,0.0004601725,0.0003162265,0.0001003215],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004591362,0.0001756978,0.9691802,0.0004164074,0.00004238087,0.00000495972,0.0006431318,0.0001139083,0.0008049702,0.00001749799,0.00003073135,0.02811093],"study_design_scores_gemma":[0.01492445,0.0004773321,0.965369,0.0005633587,0.0001084625,8.373761e-8,0.0003309822,0.01728688,0.0005176214,0.0002065224,0.00007008015,0.0001451715],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9911339,0.005133382,3.116041e-7,0.0002847823,0.0001074154,0.001492634,0.00004441329,0.00001233947,0.001790787],"genre_scores_gemma":[0.9993461,0.000322667,0.00003019116,0.00005709527,0.00004588343,0.00004905494,0.00009679869,0.00002075284,0.00003144053],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02796576,"threshold_uncertainty_score":0.6708803,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02688222619012773,"score_gpt":0.3099959961492193,"score_spread":0.2831137699590915,"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."}}