{"id":"W3040300883","doi":"10.7759/cureus.9030","title":"The Utility of Early Warning Score in Adults Presenting With Sepsis in the Emergency Department of a Low Resource Setting","year":2020,"lang":"en","type":"article","venue":"Cureus","topic":"Sepsis Diagnosis and Treatment","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"South Bruce Grey Health Centre","funders":"","keywords":"Medicine; Early warning score; Triage; Emergency department; Sepsis; Emergency medicine; Septic shock; Pediatrics; Internal 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":[0.0007422143,0.0002711293,0.0003110514,0.0009009144,0.0002746112,0.0005673717,0.000219932,0.0003814999,0.0009692697],"category_scores_gemma":[0.00474429,0.0001262124,0.0002099942,0.0006079009,0.0001430322,0.0005492396,0.0004053718,0.0004974339,0.0001428451],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001809234,"about_ca_system_score_gemma":0.0003347812,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009212801,"about_ca_topic_score_gemma":0.0015152,"domain_scores_codex":[0.9995289,0.0001701501,0.00009470416,0.00004993791,0.00007341959,0.00008294638],"domain_scores_gemma":[0.9981237,0.000501528,0.0007760391,0.00003063699,0.000218576,0.0003495667],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001129699,0.00004629816,0.9972755,0.00001802146,0.000007755429,0.000112927,0.0000863666,0.00002245183,0.0000584525,0.00001259943,0.0001209657,0.002125686],"study_design_scores_gemma":[0.00001785081,0.0005298971,0.9969352,0.00003693993,0.00002466879,0.0005769521,0.0009402213,0.0005258503,0.00007891175,0.00006068924,0.0002638426,0.000008901997],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989341,0.0002724327,0.00007055509,0.0001243703,0.00001488511,0.00001758917,0.0001633445,0.000001837683,0.0004009093],"genre_scores_gemma":[0.9993861,0.0001386252,0.0002055576,0.00003418979,0.00002159267,0.00001373009,0.000146177,4.090717e-7,0.00005369127],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009692697,"threshold_uncertainty_score":0.003925264,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05669313137546001,"score_gpt":0.3103941210282948,"score_spread":0.2537009896528348,"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."}}