{"id":"W4224254929","doi":"10.1128/mbio.00567-22","title":"Plasma Proteomic Analysis Distinguishes Severity Outcomes of Human Ebola Virus Disease","year":2022,"lang":"en","type":"article","venue":"mBio","topic":"Viral Infections and Outbreaks Research","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; University of Toronto; University Health Network","funders":"National Institute of Allergy and Infectious Diseases; Canadian Institutes of Health Research; Government of Canada","keywords":"Ebola virus; Proteome; Outbreak; Disease; Virology; Proteomics; Ebolavirus; Chemokine; Virus; Medicine; Biology; Computational biology; Immunology; Bioinformatics; Inflammation; Gene; Genetics; Internal medicine","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":[0.000410862,0.0003165247,0.0002349812,0.0006323864,0.0002712267,0.0006361609,0.0001181489,0.0003941181,0.0008381387],"category_scores_gemma":[0.000998931,0.00009998684,0.0001660139,0.0003599384,0.0001819895,0.0002950893,0.0003783682,0.0003298711,0.0002029303],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001315739,"about_ca_system_score_gemma":0.0001276044,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004807021,"about_ca_topic_score_gemma":0.000509432,"domain_scores_codex":[0.9997883,0.0000596863,0.0000209848,0.00005128321,0.00003615882,0.00004358597],"domain_scores_gemma":[0.9998149,0.00004012938,0.00007298523,0.0000117079,0.00003383015,0.00002652137],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001956516,0.0001496542,0.8086062,0.0001318109,0.0002349098,0.0006635816,0.0004726008,0.0003825685,0.1623706,0.0001479096,0.0006978376,0.02418585],"study_design_scores_gemma":[0.00002131704,0.000543293,0.9757314,0.0000286186,0.00009789524,0.001539933,0.0005749493,0.001457929,0.01843648,0.0002862085,0.001266727,0.00001521883],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979683,0.0005853398,0.0005391564,0.00006612763,0.0000167783,0.00001326829,0.0003159421,0.00001103095,0.0004840922],"genre_scores_gemma":[0.9983959,0.00023695,0.0006843666,0.00007401206,0.00001651746,0.00001338142,0.0003170838,0.000002964491,0.0002588984],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008381387,"threshold_uncertainty_score":0.002803802,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02898449873983565,"score_gpt":0.338680478425703,"score_spread":0.3096959796858673,"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."}}