{"id":"W2006531903","doi":"10.1186/cc14031","title":"Mortality reduction in patients with severe sepsis and septic shock through a comprehensive sepsis initiative","year":2014,"lang":"en","type":"article","venue":"Critical Care","topic":"Sepsis Diagnosis and Treatment","field":"Medicine","cited_by":2,"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; Septic shock; Sepsis; Severe sepsis; Intensive care medicine; Surviving Sepsis Campaign; Emergency medicine; Shock (circulatory); Internal medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.002155547,0.0001589149,0.0002716771,0.0003760687,0.0004016366,0.0003759959,0.0002552463,0.000185991,0.0004175864],"category_scores_gemma":[0.005121542,0.00008194808,0.0002199452,0.0005543824,0.0001620725,0.0002460833,0.001233554,0.0005765029,0.00004913724],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000730535,"about_ca_system_score_gemma":0.002726242,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007693623,"about_ca_topic_score_gemma":0.01794785,"domain_scores_codex":[0.9980016,0.001276883,0.00009370958,0.00005893669,0.0003063665,0.0002624934],"domain_scores_gemma":[0.9982949,0.0002523378,0.0005167942,0.00005858869,0.0002101973,0.0006671334],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001267423,0.003381322,0.8823068,0.0001059635,0.000105655,0.00009184648,0.0007352394,0.0007121167,0.0005929435,0.0001971996,0.00350573,0.1069978],"study_design_scores_gemma":[0.0001656735,0.00176648,0.9957313,0.0000348941,0.00003206576,0.00003726112,0.0005859514,0.0004278543,0.0001634815,0.00006450486,0.0009841801,0.00000645769],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972757,0.0002682016,0.0002028695,0.0008795689,0.000009956233,0.0001160042,0.0001502718,0.00001003747,0.001087424],"genre_scores_gemma":[0.9980847,0.0002165388,0.0007442359,0.0001947899,0.00002383214,0.0001565233,0.0003810396,0.000001680532,0.0001967318],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007693623,"threshold_uncertainty_score":0.01529765,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08243970436912193,"score_gpt":0.3605069389089929,"score_spread":0.278067234539871,"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."}}