{"id":"W2804065639","doi":"10.1093/pch/pxy054.029","title":"VARIABILITY IN EMERGENT MANAGEMENT OF DIABETIC KETOACIDOSIS IN PEDIATRICS: A RETROSPECTIVE CHART REVIEW","year":2018,"lang":"en","type":"article","venue":"Paediatrics & Child Health","topic":"Diabetes and associated disorders","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Medicine; Diabetic ketoacidosis; Hypoglycemia; Pediatrics; Diabetes mellitus; Cerebral edema; Emergency department; Emergency medicine; Anesthesia; Endocrinology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.001704059,0.0002046752,0.0004625751,0.003968183,0.0005184961,0.0008910537,0.0004958223,0.0003864132,0.0009958157],"category_scores_gemma":[0.008428362,0.0003343532,0.000375098,0.004892224,0.0004623351,0.0006943439,0.0006221264,0.0004287038,0.0001665757],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001098412,"about_ca_system_score_gemma":0.001917177,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005743574,"about_ca_topic_score_gemma":0.007865919,"domain_scores_codex":[0.9965804,0.0007093344,0.001183296,0.0005219979,0.0007540751,0.0002508993],"domain_scores_gemma":[0.9829167,0.004407084,0.009743609,0.0004225921,0.00193478,0.0005752432],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003952572,0.00002800306,0.9915326,0.0003665891,0.00005501316,0.001946399,0.0004923028,0.00003705075,0.000127825,0.00004651094,0.0004982345,0.004830016],"study_design_scores_gemma":[0.00001025063,0.0001518385,0.9842356,0.0005418445,0.0001046425,0.01002899,0.002215992,0.0001923111,0.0002753665,0.00002952163,0.002195014,0.00001852602],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9860306,0.009484543,0.0004595837,0.0001762162,0.00003089248,0.0001745488,0.002440911,0.00002177634,0.001180807],"genre_scores_gemma":[0.9937629,0.004123092,0.0005369405,0.0001265975,0.00003316938,0.00008136685,0.001247038,0.000007281413,0.0000815704],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005743574,"threshold_uncertainty_score":0.01142025,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005898664010156499,"score_gpt":0.2571968439620299,"score_spread":0.2512981799518734,"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."}}