{"id":"W2177881636","doi":"10.1039/c5ra19875e","title":"Potential urine biomarkers from a high throughput metabolomics study of severe sepsis in a large Asian cohort","year":2015,"lang":"en","type":"article","venue":"RSC Advances","topic":"Metabolomics and Mass Spectrometry Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"Burnaby Hospital; Simon Fraser University","funders":"","keywords":"Metabolome; Urine; Metabolomics; Sepsis; Cohort; Medicine; Biomarker; Population; Internal medicine; Bioinformatics; Chemistry; Biology; Environmental health; Biochemistry","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":[0.0007079577,0.0004981863,0.0003680407,0.0007619732,0.0004724987,0.0006253953,0.0002144266,0.0002779973,0.0005286532],"category_scores_gemma":[0.001173328,0.0002294522,0.0003695049,0.0008661745,0.0002024587,0.0001901435,0.0005095903,0.0003520754,0.0001378135],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001973613,"about_ca_system_score_gemma":0.0003315172,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003053877,"about_ca_topic_score_gemma":0.003077557,"domain_scores_codex":[0.9997187,0.00007799705,0.00003137826,0.00007841487,0.00005646078,0.00003703402],"domain_scores_gemma":[0.9995999,0.00006147334,0.0001168908,0.00005271088,0.00008405088,0.00008501051],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005863135,0.000106527,0.9764107,0.00002663819,0.0002350921,0.0004750288,0.0002842234,0.0000804442,0.01789986,0.00003257846,0.0001260727,0.003736564],"study_design_scores_gemma":[0.00001380044,0.000249298,0.9966516,0.000004893933,0.0001398087,0.0006346673,0.0002466186,0.0004089377,0.001390601,0.00003134473,0.0002202131,0.000008355617],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993592,0.00008142152,0.0002444043,0.00001822198,0.000002622177,0.000007262705,0.0002024724,0.000003920178,0.00008055018],"genre_scores_gemma":[0.9993454,0.00006041603,0.0002486506,0.00002421681,0.000005106003,0.000009918732,0.0002037276,0.000003552558,0.00009913148],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003053877,"threshold_uncertainty_score":0.006072223,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009089921691400122,"score_gpt":0.2618053809546657,"score_spread":0.2527154592632656,"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."}}