{"id":"W2610202934","doi":"10.1371/journal.pntd.0005570","title":"External quality assessment study for ebolavirus PCR-diagnostic promotes international preparedness during the 2014 – 2016 Ebola outbreak in West Africa","year":2017,"lang":"en","type":"article","venue":"PLoS neglected tropical diseases","topic":"Viral Infections and Outbreaks Research","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Universität Wien; Defense Threat Reduction Agency; Noguchi Memorial Institute for Medical Research, University of Ghana; Norwegian Institute of Public Health; Centers for Disease Control and Prevention; Robert Koch Institut; Center for Virus Research, University of California, Irvine; Philipps-Universität Marburg; Aristotle University of Thessaloniki; Slovenská Akadémia Vied; Rheinische Friedrich-Wilhelms-Universität Bonn; National Health Laboratory Service; Technische Universität München; Università degli Studi di Padova; Albert-Ludwigs-Universität Freiburg; World Health Organization; University College Dublin; Public Health Agency; Horizon 2020; Universität Heidelberg; European Commission; Pasteur Institute of Iran; Public Health Agency of Canada; Medizinische Universität Wien; Koch Institute for Integrative Cancer Research, Massachusetts Institute of Technology","keywords":"Sierra leone; Ebola virus; Ebolavirus; Preparedness; Outbreak; External quality assessment; Virology; Medicine; Environmental health; Socioeconomics; Pathology; Political science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04630384,0.0005985202,0.0004768692,0.001768503,0.00100694,0.002416749,0.0007327404,0.0006692341,0.001329007],"category_scores_gemma":[0.04853365,0.0002776209,0.0005444838,0.002121412,0.001567998,0.0007846255,0.001570332,0.0005940444,0.0004835713],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001372907,"about_ca_system_score_gemma":0.001300258,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003518821,"about_ca_topic_score_gemma":0.003778593,"domain_scores_codex":[0.9726111,0.01098342,0.002718125,0.00261228,0.01001964,0.001055509],"domain_scores_gemma":[0.9500048,0.01442282,0.009577936,0.003030591,0.02187565,0.001088222],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002005331,0.0008383854,0.8895096,0.000389581,0.0002165072,0.0003599484,0.008119732,0.001101935,0.03164225,0.0005788252,0.001435586,0.06380232],"study_design_scores_gemma":[0.00007927637,0.004890172,0.9327305,0.0002297211,0.000220058,0.0005359303,0.005567702,0.004274358,0.04018872,0.0003460469,0.01086912,0.00006833235],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9792931,0.0004220914,0.01094917,0.0002504349,0.00007261237,0.001239009,0.0006203661,0.00008009917,0.007073266],"genre_scores_gemma":[0.9931082,0.0001233225,0.004742616,0.0001333259,0.00002128201,0.0002038328,0.0006468609,0.00002834139,0.0009921831],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04630384,"threshold_uncertainty_score":0.244881,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05716772265476128,"score_gpt":0.386697417730625,"score_spread":0.3295296950758638,"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."}}