{"id":"W2403115366","doi":"10.1177/1932296816645119","title":"Efficacy of an Overnight Predictive Low-Glucose Suspend System in Relation to Hypoglycemia Risk Factors in Youth and Adults With Type 1 Diabetes","year":2016,"lang":"en","type":"article","venue":"Journal of Diabetes Science and Technology","topic":"Diabetes Management and Research","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"St Joseph's Health Care","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; Juvenile Diabetes Research Foundation Canada; Pfizer","keywords":"Hypoglycemia; Bedtime; Medicine; Morning; Diabetes mellitus; Insulin; Type 1 diabetes; Internal medicine; Type 2 diabetes; Endocrinology","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":[0.002161719,0.0002851145,0.000894657,0.0002839751,0.0002799071,0.0003868977,0.0002378041,0.0004816261,0.0008034387],"category_scores_gemma":[0.003712951,0.000155947,0.001072828,0.0003499777,0.0002330961,0.0002811326,0.0002681084,0.0008043204,0.00005991163],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004024254,"about_ca_system_score_gemma":0.0006884132,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001421756,"about_ca_topic_score_gemma":0.00170737,"domain_scores_codex":[0.9990911,0.0005000664,0.00009845615,0.00009616505,0.0001238567,0.00009025759],"domain_scores_gemma":[0.9972587,0.001040042,0.0009039546,0.00009572065,0.0001863453,0.0005153324],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.1749589,0.01236937,0.7058077,0.0006722132,0.001713176,0.00009754171,0.0002658487,0.0008756605,0.001331324,0.00009135466,0.0006131814,0.1012038],"study_design_scores_gemma":[0.01700499,0.1524563,0.8237987,0.0001886104,0.002212926,0.0001508148,0.0002849291,0.001804331,0.00124866,0.0001147627,0.0007084741,0.00002658406],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984984,0.001004564,0.00006102883,0.00006174998,0.00001623968,0.0000671618,0.0000746662,0.00000378438,0.0002124864],"genre_scores_gemma":[0.9989119,0.0004392693,0.0002511331,0.00008955057,0.0000374419,0.00008377535,0.0001243486,0.00000126597,0.00006147723],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002161719,"threshold_uncertainty_score":0.01143241,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007578533659807273,"score_gpt":0.2384781639722917,"score_spread":0.2308996303124844,"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."}}