{"id":"W7010499123","doi":"","title":"Improving Timely Sepsis Care through Staff Education within the Emergency Department","year":2023,"lang":"en","type":"article","venue":"USF Scholarship Repository (University of San Francisco)","topic":"Sepsis Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sepsis; Emergency department; Quarter (Canadian coin); Protocol (science); Surviving Sepsis Campaign; Patient care","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.006933442,0.0005922272,0.0003473486,0.001258058,0.001662817,0.001866559,0.001384216,0.00113578,0.0070908],"category_scores_gemma":[0.03365984,0.0003734987,0.0006053512,0.0007484618,0.0004829565,0.002157981,0.003914327,0.002666409,0.001471554],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002456516,"about_ca_system_score_gemma":0.01654471,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007859852,"about_ca_topic_score_gemma":0.01163128,"domain_scores_codex":[0.9950095,0.002143647,0.000459755,0.0003027841,0.001198114,0.0008861523],"domain_scores_gemma":[0.9817629,0.003357865,0.003285832,0.001038957,0.004655603,0.005898927],"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":[0.0003362499,0.003683828,0.1331192,0.00297626,0.0001273775,0.0004996364,0.00427902,0.001846199,0.003337094,0.0008621404,0.1012451,0.7476879],"study_design_scores_gemma":[0.0008581661,0.01075061,0.7131923,0.01426741,0.0003544968,0.00190976,0.03115844,0.007573965,0.01165052,0.003933025,0.2040052,0.0003460305],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6925286,0.00584114,0.03462934,0.2140918,0.004144742,0.003525824,0.001600601,0.002822905,0.04081507],"genre_scores_gemma":[0.894076,0.005755283,0.06459043,0.02384599,0.0009800505,0.002065516,0.0009883988,0.0001386229,0.007559808],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007859852,"threshold_uncertainty_score":0.03666794,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03888862465468136,"score_gpt":0.2868513756188438,"score_spread":0.2479627509641625,"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."}}