{"id":"W2990021351","doi":"10.1542/peds.2019-1790","title":"A National Approach to Pediatric Sepsis Surveillance","year":2019,"lang":"en","type":"article","venue":"PEDIATRICS","topic":"Sepsis Diagnosis and Treatment","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Children's Hospital; University of British Columbia","funders":"Agency for Healthcare Research and Quality","keywords":"Medicine; Sepsis; Incidence (geometry); Intensive care medicine; Population; Disease; Medical record; Pediatrics; Medical emergency; Environmental health; Immunology; Pathology","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":[0.0280618,0.0008208647,0.0007635873,0.005063637,0.002086728,0.004670857,0.003090911,0.002460967,0.003795849],"category_scores_gemma":[0.03168663,0.0005971493,0.0008943536,0.003867129,0.001132271,0.005062099,0.009228547,0.008092692,0.001487221],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007957842,"about_ca_system_score_gemma":0.03728953,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02185257,"about_ca_topic_score_gemma":0.02139663,"domain_scores_codex":[0.9804426,0.007109739,0.003527612,0.002646261,0.004932001,0.001341734],"domain_scores_gemma":[0.9661251,0.003395809,0.002643855,0.002736787,0.01968687,0.005411594],"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":[0.00009084709,0.0003208698,0.06618988,0.0009493933,0.0002200349,0.000455293,0.002918242,0.002620681,0.002228822,0.08539233,0.2647731,0.5738405],"study_design_scores_gemma":[0.0000444204,0.0003028433,0.04492557,0.00348083,0.0001499496,0.0007014293,0.002859276,0.004361057,0.001980272,0.02571121,0.9153885,0.00009484787],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.02916214,0.03099829,0.2800977,0.4574921,0.01449048,0.004344993,0.01283837,0.00295547,0.1676205],"genre_scores_gemma":[0.2164296,0.0450408,0.5454379,0.1323834,0.007526482,0.007907845,0.02104052,0.0006306276,0.02360287],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0280618,"threshold_uncertainty_score":0.1484068,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05532215043501221,"score_gpt":0.3164571323595751,"score_spread":0.2611349819245629,"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."}}