{"id":"W2021070408","doi":"10.1007/s00431-006-0265-2","title":"Impact of inborn errors of metabolism on admission and mortality in a pediatric intensive care unit","year":2006,"lang":"en","type":"article","venue":"European Journal of Pediatrics","topic":"Metabolism and Genetic Disorders","field":"Biochemistry, Genetics and Molecular Biology","cited_by":39,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre Hospitalier Universitaire Sainte-Justine","funders":"","keywords":"Medicine; Mechanical ventilation; Referral; Pediatrics; Pediatric intensive care unit; Medical record; Retrospective cohort study; Population; Emergency medicine; Intensive care; Paediatric intensive care unit; Intensive care medicine; Surgery; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004510971,0.0001442479,0.0002922884,0.0002619428,0.00001538901,0.000006161171,0.0001757498,0.00004823156,0.000007644226],"category_scores_gemma":[0.0004296461,0.0001139761,0.0001484235,0.0003169998,0.00004798994,0.000005493242,0.0000718843,0.0001436636,6.767822e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003203962,"about_ca_system_score_gemma":0.00016781,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003538687,"about_ca_topic_score_gemma":0.000009629557,"domain_scores_codex":[0.9986467,0.0002646453,0.0005869687,0.0001454351,0.000212387,0.0001438234],"domain_scores_gemma":[0.9983997,0.00001918559,0.0005746462,0.0001821696,0.0007293533,0.00009494435],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002410138,0.0001178365,0.9859917,0.00009656178,0.00002455754,0.00003273098,0.0004114799,0.001176674,0.008545049,0.00001431038,0.001061761,0.00228631],"study_design_scores_gemma":[0.001237929,0.0005827664,0.9949959,0.000009786047,0.0001379526,0.000008922724,0.0004205162,0.000002236855,0.001925324,0.00002370821,0.0005474638,0.0001075295],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9868401,0.01210854,0.00007528453,0.00001236069,0.0001433983,0.00006768206,0.00003468456,0.000001109534,0.0007168588],"genre_scores_gemma":[0.9959494,0.003349388,0.0002340688,0.00002533354,0.0003905515,1.779647e-7,0.0000140491,0.00001878968,0.00001828277],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009109279,"threshold_uncertainty_score":0.4647812,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01345536379217478,"score_gpt":0.2773956500105443,"score_spread":0.2639402862183696,"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."}}