{"id":"W2045105153","doi":"10.1111/dme.12127","title":"Clinical and socio‐demographic factors associated with diabetic ketoacidosis hospitalization in adults with Type 1 diabetes","year":2013,"lang":"en","type":"article","venue":"Diabetic Medicine","topic":"Diabetes and associated disorders","field":"Biochemistry, Genetics and Molecular Biology","cited_by":49,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; University of Calgary","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Diabetic ketoacidosis; Odds ratio; Confidence interval; Diabetes mellitus; Ketoacidosis; Type 1 diabetes; Internal medicine; Type 2 diabetes; Pediatrics; Endocrinology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0006564169,0.0001947717,0.0002455012,0.0007417875,0.0002955598,0.0004237056,0.0002396681,0.0004115522,0.001554612],"category_scores_gemma":[0.00318123,0.0001718923,0.000349711,0.0007943034,0.0001768434,0.0003708777,0.0003188973,0.0006056614,0.0001513355],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002380019,"about_ca_system_score_gemma":0.0002966981,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00489211,"about_ca_topic_score_gemma":0.006261631,"domain_scores_codex":[0.9995515,0.0001269327,0.00007572344,0.00006961622,0.000104145,0.00007209605],"domain_scores_gemma":[0.9981357,0.0003226528,0.001056467,0.00005669529,0.0001620917,0.0002664062],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001542607,0.00001795711,0.9995425,0.000004045889,0.00001121062,0.00001420906,0.00001024026,0.00001010084,0.00001396125,0.00000222535,0.00004614356,0.0003120665],"study_design_scores_gemma":[0.000002993309,0.00003000404,0.9996514,0.000006597188,0.000008192751,0.0000918657,0.00006677249,0.0000860326,0.000008676556,0.000006169627,0.00004017313,0.00000108896],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985024,0.0005385953,0.00005801184,0.0001653814,0.00001069154,0.000008804749,0.000396825,0.00000282741,0.0003165381],"genre_scores_gemma":[0.9993241,0.0001565413,0.00007028359,0.000059984,0.00001833506,0.000007545979,0.0003152615,6.200843e-7,0.0000474493],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00489211,"threshold_uncertainty_score":0.009727299,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007455295702780653,"score_gpt":0.2288138210254092,"score_spread":0.2213585253226286,"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."}}