{"id":"W2057079938","doi":"10.1186/cc14038","title":"Forty percent of hospitalizations after severe sepsis are potentially preventable","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; Sepsis; Emergency medicine; Medical diagnosis; Severe sepsis; Mortality rate; Intensive care medicine; Pediatrics; Internal medicine; Septic shock","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":[0.0003152607,0.0002480813,0.0003279902,0.0006173468,0.0003608043,0.0002692811,0.0002691184,0.0003506525,0.003244239],"category_scores_gemma":[0.001698266,0.0001062119,0.0001951723,0.0007057135,0.0002007387,0.0001919689,0.0004445825,0.0003519902,0.0006571656],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000214081,"about_ca_system_score_gemma":0.0003952761,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001275222,"about_ca_topic_score_gemma":0.002834778,"domain_scores_codex":[0.9993632,0.0001657335,0.00006628514,0.0000387445,0.0002319594,0.0001341554],"domain_scores_gemma":[0.9987242,0.0001815052,0.0007889561,0.00003823018,0.00009629131,0.0001707805],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001459351,0.0001449471,0.9323748,0.0001689217,0.0000330908,0.0004993305,0.000273775,0.00008375721,0.001381957,0.0001958637,0.003317112,0.06138054],"study_design_scores_gemma":[0.000005497617,0.0001644216,0.9953538,0.00005278454,0.00001055245,0.001395583,0.0003408098,0.00009736464,0.000274962,0.00009733919,0.002201446,0.00000538581],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.989993,0.005010121,0.0003279402,0.0007283311,0.00007358377,0.00003493038,0.001371055,0.00004106058,0.002419896],"genre_scores_gemma":[0.9927889,0.004253873,0.0003096935,0.0002707836,0.0002058195,0.00003796042,0.001180154,0.00000464577,0.0009481639],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003244239,"threshold_uncertainty_score":0.01085311,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02964162588966357,"score_gpt":0.3313962426192561,"score_spread":0.3017546167295925,"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."}}