{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002064167,0.0005365157,0.001007813,0.0001910158,0.0002172793,0.0004328262,0.0005018746,0.0004475658,0.0009351827],"category_scores_gemma":[0.002459207,0.000244271,0.0007455276,0.0001945829,0.0003396772,0.0004250213,0.0003452157,0.0008784453,0.0000778925],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003543494,"about_ca_system_score_gemma":0.0004736536,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005731464,"about_ca_topic_score_gemma":0.000811842,"domain_scores_codex":[0.9986675,0.0009376159,0.00007210163,0.00009908162,0.0001612911,0.00006240804],"domain_scores_gemma":[0.998629,0.0005471025,0.0004438517,0.00009714145,0.00006602869,0.0002169083],"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":[0.7029667,0.06833393,0.01412228,0.001219747,0.001193945,0.00005397146,0.0001405394,0.002149046,0.01030779,0.00005835668,0.0002756703,0.1991779],"study_design_scores_gemma":[0.05999127,0.8857657,0.04612685,0.0000576078,0.0007180694,0.00007127508,0.00006648176,0.002331696,0.004405789,0.0000569725,0.0003843574,0.00002391404],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987876,0.0004392528,0.0002434433,0.00002550119,0.00001954363,0.0001711437,0.00003084583,0.000008840023,0.0002737992],"genre_scores_gemma":[0.9975043,0.0005127682,0.001297702,0.00008355548,0.00009805269,0.0002089494,0.00007774773,0.000003777693,0.0002130632],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002064167,"threshold_uncertainty_score":0.01091647,"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."}}