{"id":"W4234137316","doi":"10.1016/j.jcjd.2014.04.001","title":"Acute Management and Outcomes of Patients with Diabetes Mellitus Presenting to Canadian Emergency Departments with Hypoglycemia","year":2014,"lang":"en","type":"article","venue":"Canadian Journal of Diabetes","topic":"Hyperglycemia and glycemic control in critically ill and hospitalized patients","field":"Medicine","cited_by":26,"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; University of Ottawa; McGill University; University of Calgary; McMaster University; St. Paul's Hospital; Queen's University; Alberta Health Services; Western University; University of Toronto; 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; Emergency department; Triage; Emergency medicine; Demographics; Referral; Pediatrics; Type 2 Diabetes Mellitus; Type 1 diabetes; Type 2 diabetes; 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":[0.000372082,0.0003513142,0.0004773758,0.0006572417,0.002355262,0.001657284,0.0008421029,0.000747116,0.002753545],"category_scores_gemma":[0.005194122,0.0002645835,0.000671633,0.001827359,0.0004530796,0.0005964137,0.0008795413,0.001485934,0.000139984],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009343678,"about_ca_system_score_gemma":0.01170447,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6945741,"about_ca_topic_score_gemma":0.7850667,"domain_scores_codex":[0.9989976,0.00008069823,0.0001014577,0.0000807844,0.0002458639,0.0004934719],"domain_scores_gemma":[0.9970793,0.0002103201,0.0008963345,0.0000426669,0.0007751453,0.0009963847],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002521016,0.0001539303,0.9943954,0.00003327419,0.00006490164,0.0003569381,0.0004320939,0.0000917427,0.00006425381,0.00008494536,0.001164125,0.002906448],"study_design_scores_gemma":[0.00001606556,0.00007069136,0.9967446,0.00005250531,0.00003160226,0.0002156864,0.002284769,0.0001290413,0.00001790377,0.00005196125,0.00036877,0.00001621004],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928115,0.0008877171,0.00002863706,0.0008793921,0.00004784435,0.00004946691,0.001092972,0.000003213418,0.00419923],"genre_scores_gemma":[0.9979532,0.0005159865,0.00006982345,0.0002391459,0.00003555278,0.00001201676,0.0009760234,0.000001584303,0.0001966932],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3054259,"threshold_uncertainty_score":0.6144491,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005246116327803728,"score_gpt":0.2169684381469548,"score_spread":0.2117223218191511,"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."}}