{"id":"W1975525323","doi":"10.1242/dmm.000471","title":"Disease modeling for Ebola and Marburg viruses","year":2009,"lang":"en","type":"article","venue":"Disease Models & Mechanisms","topic":"Viral Infections and Outbreaks Research","field":"Medicine","cited_by":178,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Public Health Agency of Canada","funders":"","keywords":"Ebola virus; Ebola Hemorrhagic Fever; Marburg virus; Ebola vaccine; Virology; Biology; Disease; Animal model; Pandemic; Immunology; Infectious disease (medical specialty); Medicine; Outbreak; Coronavirus disease 2019 (COVID-19); 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000166478,0.0002006575,0.0002412563,0.0001594267,0.000233032,0.00007013742,0.00006863267,0.00005678285,0.00004342766],"category_scores_gemma":[0.00005993308,0.0001738633,0.000177436,0.0001158672,0.00002633739,0.0002364648,0.00004177797,0.0001206626,0.000009138193],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004580328,"about_ca_system_score_gemma":0.0001572719,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002094753,"about_ca_topic_score_gemma":0.000001361507,"domain_scores_codex":[0.9986207,0.00002467375,0.0002081384,0.0004240683,0.0003224295,0.0003999326],"domain_scores_gemma":[0.9984733,0.00002262958,0.00002717367,0.0003081321,0.0001602254,0.001008496],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.01924644,0.00326899,0.0002384854,0.001183816,0.000341234,0.0006183889,0.0004230547,0.07678213,0.07719414,0.7111053,0.001817762,0.1077803],"study_design_scores_gemma":[0.00101503,0.0001870488,0.0001676756,0.00007346853,0.0001797701,0.000003460496,0.00002238811,0.7523097,0.0005395238,0.2451831,0.0001574247,0.0001614007],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2587016,0.001093559,0.7370464,0.001475591,0.00006939977,0.0009948196,0.0001271807,0.0001556405,0.0003359156],"genre_scores_gemma":[0.9939044,0.0001550483,0.002898772,0.002214903,0.0001425889,0.0001435438,0.00006044825,0.00003416989,0.0004461968],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7352028,"threshold_uncertainty_score":0.7089938,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07166065941691778,"score_gpt":0.3447024142158934,"score_spread":0.2730417547989756,"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."}}