{"id":"W2039180321","doi":"10.1111/j.1749-6632.2009.05056.x","title":"Diagnostics and Discovery in Viral Hemorrhagic Fevers","year":2009,"lang":"en","type":"article","venue":"Annals of the New York Academy of Sciences","topic":"Viral Infections and Vectors","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Infection and Immunity","funders":"National Institute of Allergy and Infectious Diseases; National Heart, Lung, and Blood Institute; U.S. Department of Defense","keywords":"Virology; Disease; Biology; Computational biology; Medicine; Pathology","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":[0.002551676,0.0004298073,0.0006668993,0.001901108,0.000333996,0.001333795,0.0004855497,0.001205722,0.0009115548],"category_scores_gemma":[0.002105538,0.0002763014,0.0002925698,0.0007580124,0.001009381,0.001324976,0.0007458374,0.001420372,0.0004796197],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008830383,"about_ca_system_score_gemma":0.0008080443,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005300887,"about_ca_topic_score_gemma":0.0008032377,"domain_scores_codex":[0.999105,0.0003135913,0.00007981237,0.00007827688,0.0003362275,0.00008703882],"domain_scores_gemma":[0.9992705,0.0003923525,0.00009792774,0.00002431003,0.0001455037,0.00006941905],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004627743,0.0002098581,0.005317071,0.00283036,0.00006140802,0.002123425,0.0005685337,0.001514263,0.09673426,0.07116535,0.02229089,0.7967218],"study_design_scores_gemma":[0.0001179379,0.001532026,0.005514936,0.00168575,0.0001245286,0.01070638,0.000717546,0.004826746,0.1436619,0.05696365,0.7740399,0.0001087394],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01908338,0.929197,0.02712957,0.012195,0.001671048,0.00009453672,0.0001038033,0.0002048264,0.01032092],"genre_scores_gemma":[0.1502555,0.7922357,0.04176826,0.003444134,0.002771905,0.0001345887,0.0002529531,0.0000252961,0.009111704],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002551676,"threshold_uncertainty_score":0.01349473,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07357168400007202,"score_gpt":0.3528239023310276,"score_spread":0.2792522183309555,"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."}}