{"id":"W2784696743","doi":"10.1089/sur.2017.298","title":"Multiple Organ Dysfunction: The Defining Syndrome of Sepsis","year":2018,"lang":"en","type":"review","venue":"Surgical Infections","topic":"Sepsis Diagnosis and Treatment","field":"Medicine","cited_by":91,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Medicine; Organ dysfunction; Sepsis; Intensive care medicine; Multiple organ dysfunction syndrome; Intensive care unit; Disease; Pathophysiology; Intensive care; Critical illness; Systemic inflammatory response syndrome; Immune Dysfunction; Innate immune system; Immunology; Immune system; Critically ill; Pathology","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002194814,0.0003101764,0.001352322,0.0001758608,0.0002307468,0.00002115777,0.00008242522,0.0002794907,0.001828475],"category_scores_gemma":[0.0002313013,0.0001675931,0.001029654,0.0007830604,0.0001863004,0.00003136811,0.00006983225,0.0003557473,0.0008207054],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001507859,"about_ca_system_score_gemma":0.0001924502,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001061697,"about_ca_topic_score_gemma":0.00003571504,"domain_scores_codex":[0.9984662,0.0001507577,0.0005870595,0.0003386661,0.0002288644,0.0002284503],"domain_scores_gemma":[0.9975464,0.001371888,0.0002513316,0.0005655603,0.0001357435,0.0001291072],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003772858,0.00617274,0.02472831,0.01423388,0.009046338,0.000758839,0.0001774867,0.000006030038,1.478588e-7,0.003177454,0.03040341,0.9112576],"study_design_scores_gemma":[0.0005416878,0.0004870916,0.0005160556,0.004742461,0.003160304,0.002392225,0.00001287932,0.000002601798,0.000001417107,0.00001672337,0.9879847,0.0001419243],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0006862265,0.9912679,0.000007736314,0.0001534555,0.000692942,0.0007407325,0.00006010148,0.00009351906,0.006297385],"genre_scores_gemma":[0.003193593,0.9952719,0.00003922875,0.00003786001,0.0002236612,0.000368448,0.0001851114,0.00004756055,0.0006326139],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9575812,"threshold_uncertainty_score":0.9999573,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1333092814103309,"score_gpt":0.3871183125810755,"score_spread":0.2538090311707447,"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."}}