{"id":"W2007905122","doi":"10.1186/cc14077","title":"Early diagnosis of sepsis due to Gram-negative infection with the Endotoxin Activity Assay","year":2014,"lang":"en","type":"article","venue":"Critical Care","topic":"Sepsis Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Children's Health Foundation; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Fundação de Amparo à Pesquisa e Inovação do Estado de Santa Catarina; Financiadora de Estudos e Projetos; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior; Japan Society for the Promotion of Science; Russian Foundation for Basic Research; London Health Sciences Centre","keywords":"Medicine; Sepsis; Gram; Gram-negative bacteria; Severe sepsis; Immunology; Intensive care medicine; Internal medicine; Septic shock; Bacteria; Biology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007453283,0.0005590029,0.0007511546,0.001557558,0.0002574356,0.0004367158,0.0002801674,0.0004889202,0.001031274],"category_scores_gemma":[0.002096784,0.000198893,0.0002678475,0.000574908,0.0003236629,0.0005373972,0.0003913933,0.000670379,0.0003484554],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003490851,"about_ca_system_score_gemma":0.0007251004,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002948862,"about_ca_topic_score_gemma":0.004981223,"domain_scores_codex":[0.9994881,0.0001733025,0.00005080358,0.00002985347,0.0001408117,0.000117167],"domain_scores_gemma":[0.9991947,0.000171291,0.0001666761,0.00002061854,0.0002303129,0.0002163886],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002719858,0.0005289971,0.8538876,0.0004001155,0.00006452295,0.006789763,0.0003499591,0.0003563889,0.0415133,0.0004157919,0.003349016,0.08962468],"study_design_scores_gemma":[0.0001010437,0.003229405,0.9494317,0.0004132072,0.000146939,0.01197295,0.000721972,0.003525621,0.02322032,0.0008041167,0.00635412,0.00007863509],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9500003,0.01306717,0.01749237,0.002354267,0.0005399833,0.0003649705,0.0004292674,0.0002382035,0.01551349],"genre_scores_gemma":[0.9871761,0.003052243,0.007728087,0.0003246145,0.0002041117,0.00004023631,0.0002314296,0.0000067969,0.001236309],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002948862,"threshold_uncertainty_score":0.005863369,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04531682074564816,"score_gpt":0.3452821858475747,"score_spread":0.2999653651019266,"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."}}