{"id":"W2090064580","doi":"10.1371/journal.pone.0017440","title":"Combinations of Host Biomarkers Predict Mortality among Ugandan Children with Severe Malaria: A Retrospective Case-Control Study","year":2011,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Inflammation biomarkers and pathways","field":"Immunology and Microbiology","cited_by":157,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; University of Toronto; University Health Network","funders":"National Blood Foundation; Advanced Research Projects Agency; Canada Research Chairs; Canadian Institutes of Health Research; Genome Canada; Ontario Genomics; Ontario Genomics Institute","keywords":"Malaria; Procalcitonin; Neopterin; Medicine; Receiver operating characteristic; Cerebral Malaria; Biomarker; Immunology; Plasmodium falciparum; Internal medicine; Gastroenterology; Biology; Sepsis","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":[0.001083897,0.0005989025,0.0006262428,0.001072433,0.0008996573,0.0007377389,0.0004910839,0.0006635003,0.00105163],"category_scores_gemma":[0.00230235,0.0009513316,0.0004421839,0.001089063,0.0007988928,0.0005255059,0.0006831631,0.0006550299,0.0001939911],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005233959,"about_ca_system_score_gemma":0.0004180998,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003893143,"about_ca_topic_score_gemma":0.003550761,"domain_scores_codex":[0.9990778,0.0002749084,0.0001156758,0.0002663267,0.000126843,0.000138422],"domain_scores_gemma":[0.9985526,0.0003221157,0.0005697712,0.0002154564,0.0001710373,0.0001689269],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001381007,0.00005695513,0.9988181,0.00001350882,0.00003925927,0.0002314746,0.0001483517,0.00001673344,0.0001235701,0.0000106557,0.00003680643,0.0003664836],"study_design_scores_gemma":[0.00004215539,0.000573691,0.995793,0.00002018187,0.000076837,0.00218207,0.0006635368,0.0002203287,0.00009346796,0.00002179911,0.0003029419,0.000009879976],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995523,0.0001423347,0.00007452045,0.000007265716,0.000002709878,0.00002531292,0.00008551204,0.000001457423,0.0001085632],"genre_scores_gemma":[0.9995949,0.00007580403,0.0001219608,0.00001339074,0.000005139418,0.00003446793,0.0001126516,0.000001209741,0.00004054724],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003893143,"threshold_uncertainty_score":0.007740974,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02357671997922232,"score_gpt":0.1993483234569323,"score_spread":0.17577160347771,"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."}}