{"id":"W2524552883","doi":"10.1016/j.jcjd.2016.08.123","title":"DKA Management in the Emergency Room and Length of Stay","year":2016,"lang":"en","type":"article","venue":"Canadian Journal of Diabetes","topic":"Diabetes and associated disorders","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Fredericton","funders":"","keywords":"Medicine; Diabetic ketoacidosis; Unavailability; Medical emergency; Emergency department; Emergency medicine; Pediatrics; Nursing; Insulin; Internal medicine","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":[0.0002973662,0.0002158265,0.0005383662,0.0006656852,0.0009041827,0.001317298,0.0005459111,0.0006847897,0.007426077],"category_scores_gemma":[0.004659221,0.0001705565,0.0008428845,0.0007910026,0.0001932552,0.0007683772,0.0007343787,0.002386929,0.000448372],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001733736,"about_ca_system_score_gemma":0.002200318,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01832652,"about_ca_topic_score_gemma":0.03035372,"domain_scores_codex":[0.9993072,0.00009297667,0.0001033567,0.00007199289,0.000166472,0.0002580482],"domain_scores_gemma":[0.9964055,0.0004326134,0.001300948,0.00005506085,0.0003654465,0.001440333],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004540247,0.0001567669,0.9913565,0.00008069236,0.0001831381,0.0006034284,0.0001120923,0.0001351909,0.0001640825,0.0001182518,0.001627,0.005008951],"study_design_scores_gemma":[0.000009857329,0.0001196906,0.9964167,0.0001277256,0.00006701015,0.001106751,0.0008810969,0.0002328882,0.00004438555,0.0001355983,0.000838347,0.00001990935],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9774893,0.005324208,0.0002279718,0.002400963,0.0002937056,0.000039174,0.002812305,0.00002664776,0.01138558],"genre_scores_gemma":[0.9959342,0.001295339,0.000217924,0.0003319033,0.0001460343,0.00001553328,0.001113417,0.00000786242,0.0009377007],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01832652,"threshold_uncertainty_score":0.03643972,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004877094503643678,"score_gpt":0.1989787560099112,"score_spread":0.1941016615062675,"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."}}