{"id":"W2141465728","doi":"10.1016/j.jcjd.2015.09.084","title":"Acute Management and Outcomes of Patients with Diabetes Mellitus Presenting to Canadian Emergency Departments with Hypoglycemia","year":2015,"lang":"en","type":"article","venue":"Canadian Journal of Diabetes","topic":"Hyperglycemia and glycemic control in critically ill and hospitalized patients","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University; Queen Elizabeth II Health Sciences Centre; University of Manitoba; St. Michael's Hospital; Jewish General Hospital; McMaster University; St. Paul's Hospital; Queen's University; Alberta Health Services; Western University; University of Toronto; University of Ottawa; McGill University; University of Calgary; University of Alberta","funders":"Canadian Institutes of Health Research; Bristol-Myers Squibb Canada; Novo Nordisk; University of Alberta; Medtronic; Novartis; Merck; GlaxoSmithKline; Bristol-Myers Squibb; Eli Lilly and Company; AstraZeneca; Alberta Health Services; Pfizer; Sanofi; Abbott Laboratories","keywords":"Medicine; Hypoglycemia; Diabetes mellitus; Medical record; Triage; Emergency department; Demographics; Emergency medicine; Referral; Type 2 Diabetes Mellitus; Pediatrics; Internal medicine; Endocrinology; Family medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"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":[0.0003942614,0.000354794,0.0004922881,0.0006763516,0.002363213,0.00170735,0.000873,0.0007488785,0.002813367],"category_scores_gemma":[0.005455447,0.0002670178,0.0006887502,0.001911701,0.0004553502,0.0006111813,0.0009142474,0.001539158,0.0001417606],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009678883,"about_ca_system_score_gemma":0.01240252,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7077309,"about_ca_topic_score_gemma":0.7991728,"domain_scores_codex":[0.9989511,0.00008342918,0.0001083928,0.00008387577,0.0002592498,0.0005139837],"domain_scores_gemma":[0.9969587,0.0002183753,0.0009476305,0.0000443705,0.000818469,0.001012327],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002479407,0.0001475808,0.9941915,0.00003700538,0.00007031327,0.0003420224,0.0004317497,0.00009363249,0.0000614712,0.00009205435,0.001274315,0.003010476],"study_design_scores_gemma":[0.00001598286,0.0000664345,0.9966841,0.00005890297,0.00003359937,0.0002092205,0.002318216,0.0001314779,0.00001720544,0.00005474341,0.0003934956,0.00001657685],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.992021,0.001023562,0.00003108491,0.0009674336,0.00005359892,0.00005381562,0.001264877,0.000003534992,0.004581128],"genre_scores_gemma":[0.9977436,0.0005852426,0.00007573736,0.0002587648,0.00003816246,0.00001275967,0.001081937,0.000001693033,0.0002020555],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2922691,"threshold_uncertainty_score":0.5879805,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009853691178700866,"score_gpt":0.2335688024027805,"score_spread":0.2237151112240796,"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."}}