{"id":"W3016573168","doi":"10.1038/s41590-020-0675-8","title":"The Ebola outbreak in the Democratic Republic of the Congo: why there is no ‘silver bullet’","year":2020,"lang":"en","type":"letter","venue":"Nature Immunology","topic":"Viral Infections and Outbreaks Research","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Department for International Development; King's College London; National Institute for Health and Care Research; University of Oxford; Pierre Elliott Trudeau Foundation; Public Health England; Department of Health and Social Care; Wellcome Trust; London School of Hygiene and Tropical Medicine","keywords":"Outbreak; Silver bullet; Democracy; Ebola virus; Virology; Magic bullet; Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Medicine; Political science; Geography; Biology; Disease; Infectious disease (medical specialty); Law; Pathology; Bioinformatics; Sociology; Politics; Anthropology","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":["research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0005525076,0.0003671488,0.0006485113,0.000162498,0.0003652535,0.00007674913,0.001246653,0.002142593,0.0004919158],"category_scores_gemma":[0.001115522,0.0001530059,0.0004452523,0.0007652484,0.0008496919,0.00004266713,0.0003525601,0.01349239,0.0001433823],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001170395,"about_ca_system_score_gemma":0.000382949,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003608959,"about_ca_topic_score_gemma":0.0000909357,"domain_scores_codex":[0.996779,0.0009577587,0.0005527209,0.0004576398,0.0006426217,0.0006102991],"domain_scores_gemma":[0.99673,0.001017276,0.0002826829,0.00149596,0.0004451792,0.00002885455],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001165928,0.00004670968,0.0002878882,0.00009516221,0.0004086748,0.0001598783,0.0002611011,9.827399e-8,0.001225431,0.0003508668,0.9958417,0.001205922],"study_design_scores_gemma":[0.00078149,0.0003605101,0.005203763,0.0001328742,0.000113704,0.000356174,0.0001473245,0.00001807183,0.0003591161,0.0006464588,0.9917333,0.0001472114],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.002814961,0.01084621,0.000002221545,0.9624231,0.001310066,0.00116728,0.00003763241,0.00003399759,0.02136457],"genre_scores_gemma":[0.07645353,0.001086241,0.00001222195,0.8986066,0.001708842,0.0001453736,0.00007283653,0.00007006271,0.02184429],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.07363857,"threshold_uncertainty_score":0.9991528,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01365534163344324,"score_gpt":0.2857066743174292,"score_spread":0.272051332683986,"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."}}