{"id":"W2000170363","doi":"10.4102/ojvr.v81i1.780","title":"Perceived risk factors and risk pathways of Rift Valley fever in cattle in Ijara district, Kenya","year":2014,"lang":"en","type":"article","venue":"Onderstepoort Journal of Veterinary Research","topic":"Viral Infections and Vectors","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"International Development Research Centre","keywords":"Rift Valley fever; Outbreak; Environmental health; Pastoralism; Veterinary medicine; Livestock; Preparedness; Wildlife; Risk assessment; Risk factor; Socioeconomics; Medicine; Geography; Biology; Ecology","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":[0.0009109639,0.0002239771,0.0002526413,0.0004239791,0.00158063,0.0009196606,0.0002781426,0.0004193696,0.001783216],"category_scores_gemma":[0.001822534,0.0002385313,0.0001668711,0.0005597398,0.0008329885,0.0006207533,0.0005378077,0.000577783,0.00009706346],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001476602,"about_ca_system_score_gemma":0.001076157,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04816696,"about_ca_topic_score_gemma":0.09392288,"domain_scores_codex":[0.9993467,0.0002944731,0.00003236628,0.00004330628,0.00008833874,0.0001947972],"domain_scores_gemma":[0.9991208,0.0002615721,0.0003289747,0.00001212566,0.00008138129,0.0001952158],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001084803,0.0002266208,0.9329923,0.0002454316,0.00004246942,0.0009682488,0.0538128,0.0001100892,0.001197245,0.0003607075,0.0003198319,0.009615745],"study_design_scores_gemma":[0.0000101074,0.0003251357,0.9017047,0.0002167936,0.00002826536,0.0003902858,0.09555618,0.000246245,0.0001015739,0.0001463495,0.001254231,0.00002027372],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992722,0.0001754153,0.00002543442,0.0001220659,0.000001268685,0.000009526153,0.00002193713,4.055464e-7,0.0003716076],"genre_scores_gemma":[0.9995354,0.0002397596,0.00007409188,0.00002896663,0.000001191911,0.000007234935,0.00001707601,2.286799e-7,0.00009605572],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04816696,"threshold_uncertainty_score":0.09577322,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1157239341654435,"score_gpt":0.3696568145811097,"score_spread":0.2539328804156662,"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."}}