{"id":"W2766772516","doi":"10.1016/j.jcjd.2017.08.147","title":"Predictors of Glycemic Emergencies in Patients with Type 1 Diabetes","year":2017,"lang":"en","type":"article","venue":"Canadian Journal of Diabetes","topic":"Diabetes Management and Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Diabetic ketoacidosis; Glycemic; Hypoglycemia; Diabetes mellitus; Type 1 diabetes; Type 2 diabetes; Intensive care medicine; Emergency department; Ketoacidosis; Medical emergency; Pediatrics; Emergency medicine; Endocrinology; Psychiatry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0005558581,0.0003938715,0.0004863722,0.0007597531,0.0008054886,0.001369091,0.0004927729,0.0009850815,0.003405031],"category_scores_gemma":[0.005479821,0.0003701337,0.0008083062,0.001218132,0.0003535889,0.0008538886,0.0008744994,0.003495855,0.0002550076],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005831218,"about_ca_system_score_gemma":0.001190003,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009022922,"about_ca_topic_score_gemma":0.01138514,"domain_scores_codex":[0.9992914,0.0001390714,0.0001297255,0.00007820849,0.0001424262,0.0002191128],"domain_scores_gemma":[0.9951217,0.001258043,0.002021739,0.0001101976,0.0003122136,0.001176114],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008837043,0.00004928491,0.9988924,0.000007705392,0.00002713007,0.00009677569,0.00003521884,0.00003801504,0.00002660109,0.00001813014,0.0001167231,0.0006037785],"study_design_scores_gemma":[0.000007704899,0.00007397842,0.998297,0.00002303443,0.00003110972,0.0003229372,0.0006627963,0.0003522284,0.00001997792,0.00006758938,0.000133192,0.000008563134],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963613,0.0008139065,0.00007989047,0.0005001638,0.00005305429,0.00001282234,0.0003508203,0.000005274279,0.001822747],"genre_scores_gemma":[0.9989052,0.0003431335,0.000102041,0.00006936603,0.00006839058,0.000006581559,0.0003797835,0.000002207875,0.0001234096],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009022922,"threshold_uncertainty_score":0.01794082,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01284118847561901,"score_gpt":0.2355182322919604,"score_spread":0.2226770438163413,"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."}}