{"id":"W2144009507","doi":"10.7554/elife.04395","title":"Mapping the zoonotic niche of Ebola virus disease in Africa","year":2014,"lang":"en","type":"article","venue":"eLife","topic":"Viral Infections and Outbreaks Research","field":"Medicine","cited_by":397,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; University of Toronto; University Health Network","funders":"U.S. National Library of Medicine; Fogarty International Center; Bill and Melinda Gates Foundation; Biotechnology and Biological Sciences Research Council; Wellcome; Canadian Institutes of Health Research; National Institute of Allergy and Infectious Diseases; Medical Research Council; Directorate for Biological Sciences; Deutscher Akademischer Austauschdienst; University of Oxford; Wellcome Trust","keywords":"Outbreak; Ebola virus; Zoonosis; Transmission (telecommunications); Ebolavirus; Population; Niche; Zoonotic disease; Disease; Emerging infectious disease","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":[0.0005406098,0.0002941554,0.0001559261,0.002266044,0.000349375,0.0005840108,0.0002296094,0.0002349088,0.0008799717],"category_scores_gemma":[0.002135883,0.0001571687,0.0001907541,0.001627037,0.0002295938,0.0006311117,0.0007503057,0.0001557373,0.0001141062],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006804827,"about_ca_system_score_gemma":0.0004637417,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0134349,"about_ca_topic_score_gemma":0.0177474,"domain_scores_codex":[0.9997579,0.00009559354,0.00001161833,0.00004174042,0.00003028444,0.00006291607],"domain_scores_gemma":[0.9993443,0.0002915384,0.0002241228,0.00001984932,0.00005753733,0.00006264933],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001530951,0.00004335086,0.9527941,0.0001768072,0.00007102205,0.0005744505,0.001758267,0.01116746,0.004533672,0.0008607197,0.0002572475,0.02760982],"study_design_scores_gemma":[0.00001358313,0.0001510879,0.9724485,0.0001599908,0.00004034668,0.0006753626,0.004146874,0.01794344,0.0005735041,0.001193986,0.002637367,0.00001603898],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973072,0.0003641251,0.001099538,0.0000472287,0.000001031003,0.0000270653,0.0003271953,0.000005636652,0.0008209423],"genre_scores_gemma":[0.9978563,0.00021215,0.001646599,0.000003728302,0.000001350965,0.00001228062,0.0002017971,0.000001597734,0.00006421946],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0134349,"threshold_uncertainty_score":0.02671343,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05456174647120795,"score_gpt":0.3063642738948025,"score_spread":0.2518025274235945,"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."}}