{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009901899,0.0001949339,0.0002612141,0.0000723012,0.0001803369,0.0001202688,0.0001397418,0.0001359292,0.00005520601],"category_scores_gemma":[0.00179872,0.0002035451,0.0001328343,0.0003107378,0.0001413739,0.00001866229,0.0001920133,0.0001427439,0.00002794429],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002956711,"about_ca_system_score_gemma":0.0001001496,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004248176,"about_ca_topic_score_gemma":0.0008918953,"domain_scores_codex":[0.9985245,0.0001159937,0.0003097877,0.0004817639,0.0001677716,0.0004001589],"domain_scores_gemma":[0.999081,0.0001129857,0.0000288993,0.0003339135,0.0002961954,0.0001470177],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001250729,0.0007265124,0.05569194,0.0002544849,0.0003083348,0.00007774658,0.001891927,0.00004655077,0.8671362,0.04115013,0.0308857,0.001705405],"study_design_scores_gemma":[0.002526857,0.0004869802,0.02609266,0.00005235339,0.0003545788,0.00002634724,0.01074074,0.0003029229,0.7502298,0.002298776,0.2055781,0.001309868],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9880784,0.004782683,0.001958271,0.001871907,0.0005500172,0.0001175056,0.0003498305,0.00002316772,0.002268186],"genre_scores_gemma":[0.9960334,0.0002981149,0.001981512,0.0001963755,0.0001993631,0.0001166672,0.0008098201,0.00002585992,0.0003388861],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1746924,"threshold_uncertainty_score":0.8300329,"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."}}