{"id":"W4282832813","doi":"10.3389/fvets.2022.897481","title":"A Cross-Sectional, Population-Based, Seroepidemiological Study of Rift Valley Fever in Cameroonian Cattle Populations","year":2022,"lang":"en","type":"article","venue":"Frontiers in Veterinary Science","topic":"Viral Infections and Vectors","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Science Centre for Human and Animal Health","funders":"Biotechnology and Biological Sciences Research Council; Wellcome Trust","keywords":"Rift Valley fever; Seroprevalence; Abortion; Serology; Veterinary medicine; Livestock; Population; Herd; Donkey; Epidemiology; Outbreak; Geography; Medicine; Environmental health; Demography; Biology; Virology; Immunology; Pregnancy","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":[0.001151853,0.0005679525,0.0002235817,0.0008286159,0.0005633673,0.0005178339,0.0002872419,0.0003991115,0.0009322837],"category_scores_gemma":[0.001950896,0.0003321223,0.0002410941,0.0008958452,0.0005151319,0.0005261733,0.0003159913,0.0003812341,0.0001441185],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007312647,"about_ca_system_score_gemma":0.0003913351,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01469646,"about_ca_topic_score_gemma":0.01561826,"domain_scores_codex":[0.9994579,0.0002418269,0.00003470649,0.000124801,0.00004515709,0.0000956221],"domain_scores_gemma":[0.9992018,0.0001584566,0.0002972589,0.00007108053,0.0001195147,0.000151852],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005666859,0.00003522729,0.9982834,0.000005478543,0.00002150245,0.0001054013,0.0002947088,0.00002227131,0.0005514003,0.000009868537,0.00003713395,0.00057705],"study_design_scores_gemma":[0.000004686835,0.000112628,0.9990869,0.000004012447,0.000009555984,0.0001935272,0.0003904071,0.0000750791,0.00003557946,0.000005188284,0.00008048078,0.000001949886],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997048,0.00005967482,0.00003671235,0.00001418697,0.000001809993,0.000007565423,0.0001028305,8.055213e-7,0.00007165214],"genre_scores_gemma":[0.9996465,0.0000524851,0.00007791604,0.00001877793,0.000003213989,0.00001336623,0.0001338412,4.121218e-7,0.00005342552],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01469646,"threshold_uncertainty_score":0.02922183,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09521375786356574,"score_gpt":0.3826997393129983,"score_spread":0.2874859814494326,"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."}}