{"id":"W2809074180","doi":"10.2337/db18-2408-pub","title":"Hypoglycemia and Glycemic Variability in Singaporean Subjects with Type 1 Diabetes","year":2018,"lang":"en","type":"article","venue":"Diabetes","topic":"Diabetes Management and Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Glycemic; Hypoglycemia; Internal medicine; Cohort; Diabetes mellitus; Percentile; Type 1 diabetes; Population; Type 2 diabetes; Gastroenterology; Endocrinology; Insulin","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004895726,0.0002901282,0.0003118546,0.0006950675,0.0004320137,0.0005857417,0.0001447587,0.000265971,0.001095078],"category_scores_gemma":[0.001357056,0.0002247465,0.0002595776,0.0009584534,0.0002043309,0.0002718525,0.0004448988,0.0004399012,0.0002271703],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002283947,"about_ca_system_score_gemma":0.0001985969,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00515699,"about_ca_topic_score_gemma":0.00552554,"domain_scores_codex":[0.9997106,0.00008800263,0.00004754544,0.00004888573,0.00006890168,0.00003605274],"domain_scores_gemma":[0.9990497,0.0001224813,0.0004298201,0.00006222342,0.0001033996,0.0002324112],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001283523,0.00001992132,0.9984536,0.000007104901,0.00002586593,0.00008653247,0.0001300698,0.00002003618,0.0002221574,0.000007946268,0.0000439551,0.00085444],"study_design_scores_gemma":[0.000002715882,0.00009334768,0.9994166,0.000003039263,0.000008111852,0.0001555858,0.00014253,0.00008644215,0.00002527557,0.00001012856,0.00005330165,0.000003018108],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995353,0.00008624169,0.00002353127,0.00001578137,0.000003566721,0.000002246763,0.00007655279,0.000001286897,0.0002554782],"genre_scores_gemma":[0.9996176,0.00005755806,0.0000289618,0.00001589051,0.000006237987,0.00000293519,0.0001784225,9.345525e-7,0.00009150759],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00515699,"threshold_uncertainty_score":0.01025397,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0133391761417882,"score_gpt":0.2599255382007906,"score_spread":0.2465863620590024,"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."}}