{"id":"W4411527898","doi":"10.1542/hpeds.2024-008161","title":"Prevalence of Sepsis as Defined by Phoenix Sepsis Definition Among Children With COVID-19","year":2025,"lang":"en","type":"article","venue":"Hospital Pediatrics","topic":"Sepsis Diagnosis and Treatment","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"National Institutes of Health; Centers for Disease Control and Prevention; Centers for Disease Control and Prevention Foundation; Boston Biomedical Innovation Center; National Heart, Lung, and Blood Institute; Gordon and Betty Moore Foundation","keywords":"Medicine; Receiver operating characteristic; Sepsis; Septic shock; Confounding; Odds ratio; Area under the curve; Intensive care unit; Internal medicine; Retrospective cohort study; Cohort; Emergency medicine; Pediatrics","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":[0.001308603,0.0003678737,0.0004850104,0.001239234,0.0002788207,0.000669518,0.0005026928,0.0003767408,0.0009303914],"category_scores_gemma":[0.0023105,0.0003329114,0.0005762395,0.001310962,0.0002806885,0.000674779,0.0007403592,0.0005530216,0.0001510967],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005952113,"about_ca_system_score_gemma":0.000505391,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007590581,"about_ca_topic_score_gemma":0.006527037,"domain_scores_codex":[0.9989941,0.0001893712,0.0001532817,0.0002591131,0.0002492446,0.0001549111],"domain_scores_gemma":[0.9980033,0.0001805489,0.001286716,0.0001252608,0.0001889796,0.0002152903],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001982367,0.000003893128,0.9997477,0.000003085318,0.00001180875,0.00001463853,0.00001135607,0.00001232269,0.00003354603,0.000003482593,0.00003516211,0.0001031591],"study_design_scores_gemma":[0.000002871418,0.00002823491,0.9996256,0.000005117479,0.000008096985,0.0001200278,0.00005012655,0.00005803497,0.00003218232,0.000002595352,0.00006571916,0.000001480788],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977812,0.0001907966,0.00006749979,0.00001828972,0.00000427679,0.00001195135,0.001744271,0.000003526766,0.0001782038],"genre_scores_gemma":[0.997895,0.00009080755,0.0001076839,0.00001668639,0.000005741037,0.00002825738,0.001787721,0.000002194764,0.00006590626],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007590581,"threshold_uncertainty_score":0.01509279,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01980235127837305,"score_gpt":0.2870470580663568,"score_spread":0.2672447067879837,"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."}}