{"id":"W2596640167","doi":"10.1001/jamapediatrics.2017.0020","title":"Acute Kidney Injury in Children With Type 1 Diabetes Hospitalized for Diabetic Ketoacidosis","year":2017,"lang":"en","type":"article","venue":"JAMA Pediatrics","topic":"Diabetes and associated disorders","field":"Biochemistry, Genetics and Molecular Biology","cited_by":163,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Children's Hospital; University of British Columbia","funders":"","keywords":"Medicine; Acute kidney injury; Diabetic ketoacidosis; Kidney disease; Renal replacement therapy; Type 1 diabetes; Type 2 diabetes; Diabetes mellitus; Pediatrics; Internal medicine; Medical record; Creatinine; Intensive care medicine; Emergency medicine; Insulin; Endocrinology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001699135,0.0002010903,0.0002233286,0.00006735617,0.0001802314,0.0001743446,0.0004122238,0.0002430733,0.000007744815],"category_scores_gemma":[0.0005761854,0.0001801156,0.00009537044,0.00011247,0.00007012371,0.00001761236,0.0001316922,0.0001066533,0.000006926896],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000170459,"about_ca_system_score_gemma":0.000121166,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001589526,"about_ca_topic_score_gemma":0.000003968709,"domain_scores_codex":[0.9988468,0.00002224771,0.0001771632,0.0003706104,0.0001303921,0.000452739],"domain_scores_gemma":[0.999028,0.00001033373,0.0002035964,0.0005019277,0.0001158626,0.0001403375],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000690437,0.00008959586,0.9765512,0.00001698808,0.0001358334,3.923078e-7,0.00001108738,0.00000215054,0.002982005,0.00001171293,0.01788592,0.002244055],"study_design_scores_gemma":[0.004979325,0.001274374,0.9659218,0.00002126064,0.0003498228,4.510598e-7,0.00001102439,0.00005853727,0.01583744,0.0002630144,0.01057894,0.0007039601],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977859,0.0002626015,0.0000179727,0.0004951593,0.0001817538,0.0004153193,0.0004075802,0.00001606149,0.0004176634],"genre_scores_gemma":[0.9965568,0.0008655901,0.0005147633,0.000658419,0.0003831202,0.00008158467,0.0006259007,0.00004574682,0.0002680665],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01285543,"threshold_uncertainty_score":0.7344902,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003806182794379523,"score_gpt":0.2283625730580894,"score_spread":0.2245563902637099,"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."}}