{"id":"W2739285050","doi":"10.1016/j.jcjd.2017.05.005","title":"Emergency Department Management of Diabetic Ketoacidosis and Hyperosmolar Hyperglycemic State in Adults: National Survey of Attitudes and Practice","year":2017,"lang":"en","type":"article","venue":"Canadian Journal of Diabetes","topic":"Diabetes and associated disorders","field":"Biochemistry, Genetics and Molecular Biology","cited_by":17,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ottawa Hospital; Western University; London Health Sciences Centre; University of Ottawa","funders":"","keywords":"Medicine; Diabetic ketoacidosis; Emergency department; Ketoacidosis; Emergency medicine; Diabetes mellitus; Medical emergency; Family medicine; Intensive care medicine; Pediatrics; Nursing; Type 1 diabetes; Endocrinology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0006835822,0.0001088339,0.0002549527,0.0006685268,0.000499747,0.0006079061,0.000340666,0.0007716994,0.001381502],"category_scores_gemma":[0.00325272,0.0002868251,0.000343937,0.0008655982,0.0002874068,0.0006315262,0.0006092103,0.0007577679,0.0002657538],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007070094,"about_ca_system_score_gemma":0.000990785,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0402353,"about_ca_topic_score_gemma":0.06482732,"domain_scores_codex":[0.9992893,0.0001572756,0.0001737023,0.00007725428,0.0001768022,0.0001256475],"domain_scores_gemma":[0.9968718,0.0004267268,0.001382065,0.00006824381,0.0004677363,0.0007834604],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001917766,0.00006282718,0.9970039,0.00001807693,0.00001791678,0.00004743164,0.0004163101,0.00001470534,0.00006728561,0.00001348267,0.0003639909,0.001954834],"study_design_scores_gemma":[0.000002961311,0.00004509843,0.9974762,0.00002857173,0.000006048702,0.0001612053,0.001798789,0.00006323646,0.00001291967,0.00001150498,0.000389401,0.000004069552],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958553,0.0005439951,0.00006640673,0.00091659,0.00002564631,0.00002872653,0.0007619988,0.000004399684,0.001797015],"genre_scores_gemma":[0.9978285,0.0006601514,0.0001580034,0.0005583941,0.00001994738,0.00001967586,0.0004362065,0.000002184816,0.0003168967],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0402353,"threshold_uncertainty_score":0.08000225,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01233431580793324,"score_gpt":0.2560584574440408,"score_spread":0.2437241416361076,"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."}}