{"id":"W2063253758","doi":"10.1016/j.jcrc.2014.07.034","title":"Incidence and long-term outcomes of critically ill adult patients with moderate-to-severe diabetic ketoacidosis: Retrospective matched cohort study","year":2014,"lang":"en","type":"article","venue":"Journal of Critical Care","topic":"Diabetes and associated disorders","field":"Biochemistry, Genetics and Molecular Biology","cited_by":73,"is_retracted":false,"has_abstract":false,"ca_institutions":"Royal Alexandra Hospital; Alberta Health Services; University of Alberta","funders":"","keywords":"Medicine; Diabetic ketoacidosis; Odds ratio; Retrospective cohort study; Incidence (geometry); Exacerbation; Intensive care unit; Internal medicine; Confidence interval; Diabetes mellitus; Mechanical ventilation; Cohort; Pediatrics; Insulin","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":[0.0006054559,0.0004243017,0.0006055203,0.0009731923,0.0007830966,0.0009844285,0.0005590629,0.0006915721,0.001631941],"category_scores_gemma":[0.001478116,0.0006369365,0.0008613737,0.001493796,0.0004101841,0.0008147365,0.0007280743,0.0008474923,0.0003347764],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005502903,"about_ca_system_score_gemma":0.0004775675,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007608627,"about_ca_topic_score_gemma":0.005697951,"domain_scores_codex":[0.9992816,0.0001147994,0.0001066263,0.0002552034,0.00008523252,0.0001566024],"domain_scores_gemma":[0.9984737,0.0001352757,0.0005943188,0.000256116,0.0001701371,0.0003704974],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004304689,0.00005546165,0.9987221,0.000004781774,0.00009922114,0.0001246918,0.00004601572,0.00002218149,0.0001797046,0.00001474246,0.0000435431,0.0002569882],"study_design_scores_gemma":[0.00002423963,0.0002935099,0.9984602,0.000003326397,0.00006793455,0.000501467,0.0003270198,0.0001362993,0.00004889989,0.00001983263,0.0001092908,0.000008156963],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992938,0.0001056618,0.00006187041,0.00001094739,0.000005878924,0.000007190572,0.00034575,0.000001925274,0.0001670179],"genre_scores_gemma":[0.9993761,0.00006648903,0.00003902528,0.00001334211,0.000009292116,0.000006881332,0.0004024237,0.000001344929,0.00008512289],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007608627,"threshold_uncertainty_score":0.01512867,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004025265046408682,"score_gpt":0.2509513676866998,"score_spread":0.2469261026402911,"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."}}