{"id":"W3034547664","doi":"10.1128/mbio.01157-20","title":"Previremic Identification of Ebola or Marburg Virus Infection Using Integrated Host-Transcriptome and Viral Genome Detection","year":2020,"lang":"en","type":"article","venue":"mBio","topic":"Viral Infections and Outbreaks Research","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"NHLBI Division of Intramural Research; National Institute of Allergy and Infectious Diseases; Intelligence Advanced Research Projects Activity; Public Health Agency of Canada; National Institutes of Health; Public Health Agency","keywords":"Ebola virus; Marburg virus; Virology; Filoviridae; Viremia; Virus; Biology; Viral replication; Ebolavirus; Disease; Host (biology); Viral disease; Medicine; Genetics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001751299,0.0001068413,0.0002029577,0.0001649866,0.00009220356,0.00003391589,0.00003018618,0.0001011655,0.0001146091],"category_scores_gemma":[0.0000924376,0.00008745191,0.00006266448,0.0004781887,0.00007606521,0.0001722555,0.00002247247,0.000217959,0.00001636294],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009337738,"about_ca_system_score_gemma":0.00005790618,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001300592,"about_ca_topic_score_gemma":0.0000932953,"domain_scores_codex":[0.999107,0.00006120536,0.0003114602,0.0002195767,0.0001568193,0.0001439551],"domain_scores_gemma":[0.9995419,0.00001304756,0.00008500148,0.0001128223,0.0001411109,0.0001060665],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003762588,0.00005133242,0.003478481,0.0001835966,0.00003966952,0.000003959677,0.0002073929,0.00001165889,0.9882531,0.000004054203,0.000007406741,0.007383123],"study_design_scores_gemma":[0.001082894,0.0009587503,0.1285393,0.00007220063,0.0001604094,0.00009417011,0.00009140257,0.01572138,0.8509389,0.00001286068,0.002179289,0.0001483883],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.984853,0.0001915215,0.01414034,0.000127476,0.00009871455,0.0004215725,0.00001783919,0.00006763449,0.00008189937],"genre_scores_gemma":[0.9991582,0.0003239636,0.0000830774,0.00008109375,0.0001056365,0.00001239298,0.00001962879,0.00001786516,0.0001981232],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1373141,"threshold_uncertainty_score":0.3566186,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05151271959734544,"score_gpt":0.3257634602964625,"score_spread":0.274250740699117,"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."}}