{"id":"W4410593748","doi":"10.1016/j.chstcc.2025.100179","title":"The Diagnostic Accuracy of Serum Procalcitonin for Sepsis in Adult Patients in the Emergency Department","year":2025,"lang":"en","type":"review","venue":"CHEST Critical Care","topic":"Sepsis Diagnosis and Treatment","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Procalcitonin; Emergency department; Sepsis; Medicine; Meta-analysis; Intensive care medicine; Diagnostic accuracy; Systematic review; Emergency medicine; Internal medicine; MEDLINE","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":[0.04001012,0.002037737,0.009142978,0.007348787,0.0004612111,0.003745422,0.001914317,0.003689169,0.001787974],"category_scores_gemma":[0.1581948,0.001432957,0.02440951,0.004726581,0.001201874,0.002149093,0.001580777,0.001763579,0.0001751968],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002893662,"about_ca_system_score_gemma":0.003519513,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007802806,"about_ca_topic_score_gemma":0.009365565,"domain_scores_codex":[0.9631151,0.01922781,0.01134894,0.002280506,0.003496329,0.0005312882],"domain_scores_gemma":[0.8674519,0.1068091,0.01804612,0.00211167,0.005243354,0.0003379151],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"systematic_review","study_design_scores_codex":[0.003233156,0.00005057463,0.02171761,0.4536134,0.4866657,0.000137436,0.0001586285,0.0006190024,0.0002261411,0.0002782201,0.001238676,0.03206129],"study_design_scores_gemma":[0.001540835,0.0003741363,0.01360262,0.07998198,0.8998638,0.0002340477,0.00008909521,0.0005559115,0.0003597162,0.0006367958,0.002695263,0.00006571299],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.006319292,0.9911591,0.0005244873,0.0006622873,0.0002749276,0.0002707192,0.0004124429,0.00001325227,0.0003635175],"genre_scores_gemma":[0.4259128,0.5620132,0.005269956,0.003291302,0.001111484,0.001050224,0.001019581,0.00003003435,0.0003013823],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.04001012,"threshold_uncertainty_score":0.2115962,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08575972667278882,"score_gpt":0.4372036713198257,"score_spread":0.3514439446470369,"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."}}