{"id":"W2141564171","doi":"10.1017/s1481803500012380","title":"Effect of an emergency department sepsis protocol on time to antibiotics in severe sepsis","year":2010,"lang":"en","type":"article","venue":"Canadian Journal of Emergency Medicine","topic":"Sepsis Diagnosis and Treatment","field":"Medicine","cited_by":43,"is_retracted":false,"has_abstract":false,"ca_institutions":"London Health Sciences Centre; University of Calgary; South Health Campus","funders":"","keywords":"Medicine; Sepsis; Emergency department; Antibiotics; Guideline; Surviving Sepsis Campaign; Protocol (science); Confidence interval; Emergency medicine; Retrospective cohort study; Intensive care medicine; Internal medicine; Severe sepsis; Septic shock; Alternative medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01238486,0.0008151276,0.003072225,0.0007152351,0.001090348,0.001587064,0.001283052,0.001793176,0.004217138],"category_scores_gemma":[0.04926607,0.0006389782,0.001679391,0.0007119176,0.0005741984,0.001571935,0.001505939,0.003537419,0.0002276566],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002748052,"about_ca_system_score_gemma":0.009573473,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004785985,"about_ca_topic_score_gemma":0.006247831,"domain_scores_codex":[0.9927261,0.004526664,0.0009411394,0.0004610075,0.000817231,0.0005277718],"domain_scores_gemma":[0.9604378,0.02480953,0.003694888,0.001228424,0.001933098,0.007896194],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.8093751,0.04604147,0.01275949,0.0007608404,0.001426224,0.0001909538,0.0003533561,0.005721403,0.001133568,0.0004361882,0.002844837,0.1189566],"study_design_scores_gemma":[0.3065435,0.4555877,0.1983871,0.001379848,0.005213691,0.0003814501,0.001166808,0.01896848,0.003357949,0.002084631,0.006642798,0.0002859147],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9867418,0.001613291,0.0006802293,0.002581533,0.0009374702,0.003194631,0.0003748066,0.0000996463,0.003776615],"genre_scores_gemma":[0.9915951,0.0005877642,0.003168228,0.001095559,0.0002617992,0.002281519,0.0003345867,0.00002963639,0.0006457119],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01238486,"threshold_uncertainty_score":0.06549817,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05687003908376744,"score_gpt":0.3911325884099026,"score_spread":0.3342625493261352,"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."}}