{"id":"W4408514132","doi":"10.1016/j.vaccine.2025.126860","title":"Meeting report: CEPI workshop on Rift Valley fever epidemiology and modeling to inform human vaccine development, Nairobi, 4–5 June 2024","year":2025,"lang":"en","type":"article","venue":"Vaccine","topic":"Viral Infections and Vectors","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"Fogarty International Center; Coalition for Epidemic Preparedness Innovations; World Health Organization","keywords":"Rift Valley fever; Epidemiology; Virology; Medicine; Environmental health; Pathology; Outbreak","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":[0.0102425,0.001497689,0.0006122117,0.0007482953,0.001812826,0.003634567,0.002007169,0.004364184,0.05357029],"category_scores_gemma":[0.007034255,0.0008109431,0.001418936,0.0003855959,0.0007567829,0.00187059,0.004519824,0.005243309,0.01507745],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002940899,"about_ca_system_score_gemma":0.008744801,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01860912,"about_ca_topic_score_gemma":0.03062261,"domain_scores_codex":[0.9982667,0.0006210475,0.00005688357,0.000241866,0.0004797376,0.0003337977],"domain_scores_gemma":[0.9962478,0.00049132,0.0001479252,0.0001493202,0.001586964,0.001376583],"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":[0.0001265576,0.00008874822,0.0007123347,0.0001425549,0.00002906599,0.0001298594,0.0002211172,0.00102106,0.0007615234,0.002105567,0.9648425,0.02981923],"study_design_scores_gemma":[0.00003984226,0.00007825907,0.001245156,0.0003472421,0.00001650522,0.00004715674,0.0002966548,0.001562296,0.0002906959,0.00279514,0.9932581,0.00002293983],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.01362247,0.04363419,0.0442182,0.5368338,0.1894447,0.002204577,0.01027837,0.001408902,0.1583549],"genre_scores_gemma":[0.1072848,0.04663372,0.05773407,0.05970318,0.04513556,0.00391924,0.01491695,0.001509049,0.6631634],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.05357029,"threshold_uncertainty_score":0.1792105,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0549367618011326,"score_gpt":0.3612026708637056,"score_spread":0.306265909062573,"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."}}