{"id":"W2072535093","doi":"10.1186/cc14032","title":"Presence of bacterial infection and duration of antibiotic therapy in patients with standardized sepsis detection in the emergency department","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; Emergency department; Sepsis; Surviving Sepsis Campaign; Emergency medicine; Intensive care medicine; Antibiotics; Antibiotic therapy; Severe sepsis; Medical emergency; Internal medicine; Septic shock; Nursing","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":[0.0008609199,0.0003041722,0.0004403869,0.001056501,0.0003996411,0.0007164205,0.0003696835,0.0005846028,0.001941506],"category_scores_gemma":[0.003716889,0.0001918717,0.0003684925,0.001048311,0.0004235779,0.0008037963,0.0005532754,0.0007267306,0.0004177691],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004344934,"about_ca_system_score_gemma":0.0004741518,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001056822,"about_ca_topic_score_gemma":0.001517659,"domain_scores_codex":[0.9991885,0.0002728706,0.0001249406,0.0001168718,0.0001683594,0.0001285565],"domain_scores_gemma":[0.9981124,0.0003466405,0.001022966,0.00006230832,0.0001282801,0.0003274757],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002272245,0.00007765852,0.9988372,0.00001189235,0.00001441638,0.0000639041,0.00003664308,0.00001914905,0.00008095125,0.00001469073,0.00005207083,0.0005643127],"study_design_scores_gemma":[0.00000995678,0.0006349663,0.9984323,0.000008564833,0.00001445265,0.0003494259,0.000234229,0.0001049574,0.0000531743,0.00003154394,0.0001208809,0.000005466604],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983369,0.00052257,0.00007695165,0.0000708159,0.00001344385,0.00001659005,0.0002270348,0.000001890206,0.0007338531],"genre_scores_gemma":[0.9990203,0.0002401576,0.0001485983,0.00004580238,0.00003456135,0.00003013457,0.0003223192,0.000001090418,0.000157054],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001941506,"threshold_uncertainty_score":0.006494999,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0252966000137778,"score_gpt":0.3204587577556549,"score_spread":0.295162157741877,"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."}}