{"id":"W3187250528","doi":"10.1097/cce.0000000000000478","title":"Plasma Metabolites in Early Sepsis Identify Distinct Clusters Defined by Plasma Lipids","year":2021,"lang":"en","type":"article","venue":"Critical Care Explorations","topic":"Metabolomics and Mass Spectrometry Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"National Heart, Lung, and Blood Institute","keywords":"Sepsis; Medicine; Odds ratio; Internal medicine; Cohort; Respiratory distress; Metabolic syndrome; Organ dysfunction; Surgery; Obesity","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":[0.000583522,0.000425155,0.0004132633,0.000728755,0.0002152895,0.0004322759,0.0001692217,0.000365378,0.0009376575],"category_scores_gemma":[0.001065373,0.0001530935,0.0002512443,0.0006106054,0.0002133141,0.0001980384,0.0005108441,0.0003820913,0.0001699135],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001807018,"about_ca_system_score_gemma":0.0002230607,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006186435,"about_ca_topic_score_gemma":0.000949233,"domain_scores_codex":[0.9997756,0.00008025465,0.00002013846,0.00004965666,0.0000363121,0.00003801514],"domain_scores_gemma":[0.9993049,0.0001320552,0.0003543309,0.00003537432,0.00006901356,0.0001043711],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002003406,0.00006675955,0.9759487,0.00004964977,0.0001039858,0.0002033324,0.0001134595,0.0002503167,0.01336373,0.00003110917,0.00009753902,0.007768095],"study_design_scores_gemma":[0.00003257267,0.0003399393,0.9968901,0.00001607821,0.00004687628,0.0003778955,0.0001715249,0.0006112261,0.001266822,0.0001252526,0.000116195,0.000005465953],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992678,0.0002896721,0.0002437502,0.00002975909,0.00000199948,0.000005697014,0.00007180533,0.00000320831,0.00008633124],"genre_scores_gemma":[0.9992542,0.0001054034,0.0003744225,0.0000199369,0.000005362055,0.00000636497,0.0001587432,0.000001904361,0.00007355749],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009376575,"threshold_uncertainty_score":0.003136814,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02146293148916744,"score_gpt":0.2972216959857021,"score_spread":0.2757587644965347,"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."}}