{"id":"W2514492241","doi":"10.1017/cem.2016.351","title":"Implementation of an Emergency Department Sepsis Bundle and System Redesign: A Process Improvement Initiative","year":2016,"lang":"en","type":"article","venue":"Canadian Journal of Emergency Medicine","topic":"Sepsis Diagnosis and Treatment","field":"Medicine","cited_by":42,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba; McGill University Health Centre; McGill University; Ottawa Hospital; University of Ottawa","funders":"","keywords":"Medicine; Emergency department; Triage; Sepsis; Surviving Sepsis Campaign; Septic shock; Emergency medicine; Systemic inflammatory response syndrome; Internal medicine; Severe sepsis; Nursing","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":[0.05848742,0.00149512,0.0009631444,0.002287034,0.003347521,0.00637162,0.004482917,0.005306995,0.002839118],"category_scores_gemma":[0.06665947,0.0008265076,0.002322571,0.002282264,0.001693694,0.004229103,0.006522033,0.007571815,0.0004657553],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01292427,"about_ca_system_score_gemma":0.1311937,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02550551,"about_ca_topic_score_gemma":0.03949546,"domain_scores_codex":[0.9491858,0.02246479,0.004420328,0.002815136,0.01544251,0.005671512],"domain_scores_gemma":[0.8961924,0.02194538,0.01439978,0.005244705,0.02301309,0.03920463],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.002538977,0.03989535,0.09738195,0.002395571,0.0008799363,0.0009360975,0.008075958,0.008943385,0.005552638,0.004509581,0.04358077,0.7853098],"study_design_scores_gemma":[0.01196644,0.04599115,0.7586102,0.002622722,0.001946127,0.001377924,0.01847414,0.03192485,0.01341584,0.00625803,0.106774,0.000638585],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6737587,0.002630499,0.04783938,0.2348271,0.004022533,0.01412164,0.001241649,0.003103195,0.01845547],"genre_scores_gemma":[0.7883,0.001879073,0.1706188,0.02943628,0.001278236,0.002986837,0.001605906,0.0001887226,0.00370623],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05848742,"threshold_uncertainty_score":0.3093147,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1469452210287715,"score_gpt":0.4077303368276677,"score_spread":0.2607851157988962,"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."}}