{"id":"W2958276244","doi":"10.1097/inf.0000000000002343","title":"Biomarkers of Systemic Inflammation in Ugandan Infants and Children Hospitalized With Respiratory Syncytial Virus Infection","year":2019,"lang":"en","type":"article","venue":"The Pediatric Infectious Disease Journal","topic":"Respiratory viral infections research","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Tachypnea; Medicine; Rhinovirus; Pneumonia; Lower respiratory tract infection; Biomarker; Internal medicine; Procalcitonin; Tachycardia; Respiratory tract infections; C-reactive protein; Immunology; Respiratory system; Inflammation; Sepsis","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":[0.0006448135,0.0005812892,0.0006154648,0.001190776,0.000417958,0.0007061538,0.0002505642,0.0004353784,0.0004368815],"category_scores_gemma":[0.002882907,0.0003682593,0.0002742713,0.001163522,0.0004001395,0.0003295213,0.0008267798,0.0005624397,0.00008099212],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005309223,"about_ca_system_score_gemma":0.0004205063,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002678418,"about_ca_topic_score_gemma":0.002945121,"domain_scores_codex":[0.9993941,0.0002060939,0.00009839935,0.00007112032,0.000100308,0.0001300319],"domain_scores_gemma":[0.9987012,0.0002039383,0.0007452267,0.00003331336,0.0001204832,0.0001957716],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001186935,0.00001608826,0.9981911,0.00002751743,0.00001643981,0.0001886746,0.000175888,0.00003692458,0.0001887043,0.000007732331,0.00003522635,0.0009971865],"study_design_scores_gemma":[0.000005485283,0.00023527,0.9980828,0.00003097624,0.00001741342,0.0006997245,0.0005335561,0.0001001667,0.0001292509,0.00001284764,0.0001485568,0.000003934954],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987175,0.0009551469,0.00002579748,0.00002519101,0.000004844905,0.00001069476,0.0001022089,0.000001963047,0.0001565337],"genre_scores_gemma":[0.9994288,0.0002588847,0.0001254023,0.000016359,0.00000499415,0.00002358156,0.0001072834,6.46045e-7,0.00003392853],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002678418,"threshold_uncertainty_score":0.005325615,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007780237473422036,"score_gpt":0.271710913157771,"score_spread":0.263930675684349,"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."}}