{"id":"W4225398726","doi":"10.1542/peds.2022-057492","title":"Pediatric Emergency Department Sepsis Screening Tool Accuracy During the COVID-19 Pandemic","year":2022,"lang":"en","type":"article","venue":"PEDIATRICS","topic":"Sepsis Diagnosis and Treatment","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Medicine; Sepsis; Emergency department; Pandemic; Septic shock; Coronavirus disease 2019 (COVID-19); Retrospective cohort study; Emergency medicine; Predictive value; Internal medicine; Pediatrics; Intensive care medicine; Disease","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":[0.002682667,0.0003594807,0.0003811587,0.001619669,0.0001801006,0.0008918407,0.0005620174,0.0004437023,0.0009964776],"category_scores_gemma":[0.01566831,0.0002858731,0.0005298285,0.001020545,0.0002265043,0.0007171035,0.0008435441,0.0007308157,0.0002376876],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005072035,"about_ca_system_score_gemma":0.000400693,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002140011,"about_ca_topic_score_gemma":0.002890234,"domain_scores_codex":[0.9971392,0.0008484323,0.0004661605,0.0005609541,0.0006739299,0.000311282],"domain_scores_gemma":[0.9909856,0.003325556,0.003779888,0.0004496998,0.001035443,0.0004238847],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005659531,0.00001219619,0.9978903,0.000008117165,0.00001821146,0.00004418459,0.00004022964,0.0001221505,0.0000718525,0.00001212887,0.0001364041,0.001587658],"study_design_scores_gemma":[0.000005900571,0.00008450441,0.9974495,0.0000241197,0.0000201881,0.0003697231,0.0001272928,0.001373932,0.0003028803,0.00002338339,0.0002142847,0.000004185903],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973618,0.000286382,0.0002936067,0.0001052187,0.00001879672,0.00001900467,0.001029468,0.00001993582,0.0008657468],"genre_scores_gemma":[0.9989249,0.00007611545,0.0003346466,0.00002592411,0.000007654219,0.00001239951,0.0005726703,0.000003425008,0.00004227322],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002682667,"threshold_uncertainty_score":0.01418751,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1171669118591045,"score_gpt":0.361563558549342,"score_spread":0.2443966466902376,"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."}}