{"id":"W2138269120","doi":"10.3389/fped.2014.00056","title":"Designing a Pediatric Severe Sepsis Screening Tool","year":2014,"lang":"en","type":"article","venue":"Frontiers in Pediatrics","topic":"Sepsis Diagnosis and Treatment","field":"Medicine","cited_by":60,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Children's Health Foundation","keywords":"Medicine; Sepsis; Receiver operating characteristic; Emergency department; Septic shock; Systemic inflammatory response syndrome; Gold standard (test); Univariate; Univariate analysis; Early warning score; Intensive care medicine; Pediatrics; Emergency medicine; Internal medicine; Multivariate analysis; Statistics; Multivariate statistics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.01108954,0.0008166524,0.0009598415,0.004018449,0.0004735251,0.001630562,0.0014082,0.000787224,0.001054787],"category_scores_gemma":[0.03659031,0.0004680161,0.0007400982,0.002029988,0.000414924,0.001582895,0.001258213,0.0006778067,0.0004731883],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007459807,"about_ca_system_score_gemma":0.003243795,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001505726,"about_ca_topic_score_gemma":0.001814767,"domain_scores_codex":[0.9943368,0.002362026,0.0008671382,0.0006935871,0.001374532,0.0003658834],"domain_scores_gemma":[0.9829234,0.01013888,0.001477703,0.0005032483,0.00427584,0.0006809208],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0006819334,0.0008406183,0.4247668,0.0009257633,0.0002149968,0.0008546463,0.0008476854,0.01072155,0.007486613,0.002543556,0.005562072,0.5445538],"study_design_scores_gemma":[0.0008940638,0.009959819,0.5331544,0.002161911,0.001437318,0.007763706,0.003236194,0.3318924,0.04454553,0.0077024,0.05677385,0.0004783676],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.6409726,0.001842455,0.3393924,0.002611423,0.0002893444,0.005159323,0.002260092,0.003637617,0.003834776],"genre_scores_gemma":[0.3515477,0.0004519527,0.6427733,0.0004940135,0.0001092274,0.001807994,0.002303278,0.00008278154,0.0004299299],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.01108954,"threshold_uncertainty_score":0.05864781,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03764788589014715,"score_gpt":0.277613304517661,"score_spread":0.2399654186275139,"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."}}