{"id":"W2603137968","doi":"10.1093/pch/pxw003","title":"Effect of measuring vital signs on recognition and treatment of septic children","year":2017,"lang":"en","type":"article","venue":"Paediatrics & Child Health","topic":"Sepsis Diagnosis and Treatment","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"Université Laval","keywords":"Vital signs; Medicine; Sepsis; Septic shock; Resuscitation; Emergency department; Signs and symptoms; Population; Bolus (digestion); Antibiotics; Emergency medicine; Intensive care medicine; Pediatrics; Anesthesia; Surgery","routes":{"ca_aff":true,"ca_fund":true,"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":[0.002527461,0.0002496859,0.0003653851,0.0006212083,0.0001938565,0.0005171113,0.0003059962,0.0003123558,0.0009807915],"category_scores_gemma":[0.02651194,0.0001817308,0.0003035175,0.0005257051,0.000358321,0.0006012437,0.0005046021,0.0009418103,0.00009670657],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004234122,"about_ca_system_score_gemma":0.0007785781,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001113976,"about_ca_topic_score_gemma":0.001599789,"domain_scores_codex":[0.9973155,0.001439233,0.0003546213,0.0002244131,0.0004615946,0.0002045342],"domain_scores_gemma":[0.9729974,0.01357184,0.01043944,0.0003838569,0.000997952,0.00160936],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002480543,0.00004538543,0.9925445,0.00004001447,0.00002441626,0.00007530714,0.00004982632,0.0001127323,0.00008872242,0.000009229407,0.0001264892,0.006635301],"study_design_scores_gemma":[0.000009604065,0.0004999345,0.9980828,0.0000548561,0.00002532623,0.0005535446,0.0001184613,0.0002675724,0.0002294672,0.00001074384,0.0001418174,0.000005907049],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996574,0.002000767,0.0002330518,0.0003839027,0.00004302527,0.00001602052,0.0001266384,0.000009735899,0.0006127342],"genre_scores_gemma":[0.9989051,0.0004937221,0.0003681067,0.000049061,0.00003582766,0.000009166688,0.0001013195,0.000002157318,0.00003565022],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002527461,"threshold_uncertainty_score":0.01336664,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08040352597685639,"score_gpt":0.3411338745360036,"score_spread":0.2607303485591472,"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."}}