{"id":"W2203282985","doi":"10.1111/tbed.12461","title":"Assessment of Effectiveness of Control Strategies Against Simulated Outbreaks of Highly Pathogenic Avian Influenza in Ontario, Canada","year":2015,"lang":"en","type":"article","venue":"Transboundary and Emerging Diseases","topic":"Animal Disease Management and Epidemiology","field":"Agricultural and Biological Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Food Inspection Agency; University of Prince Edward Island","funders":"Atlantic Veterinary College; Ontario Ministry of Agriculture, Food and Rural Affairs; Canadian Food Inspection Agency; U.S. Department of Agriculture","keywords":"Flock; Outbreak; Culling; Influenza A virus subtype H5N1; Veterinary medicine; Livestock; Highly pathogenic; Foot-and-mouth disease; Transmission (telecommunications); Poisson regression; Wildlife; Geography; Biology; Statistics; Environmental health; Medicine; Ecology; Virology; Mathematics; Computer science; Herd","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002912447,0.0001350318,0.000431804,0.00002355812,0.00004374402,0.000008779047,0.0001167778,0.00004233301,0.000036137],"category_scores_gemma":[0.00002181359,0.00006763692,0.00008064556,0.0001459776,0.0001485147,0.0001237109,0.00001939086,0.00006669028,8.404694e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005006846,"about_ca_system_score_gemma":0.0003317556,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7507099,"about_ca_topic_score_gemma":0.7772315,"domain_scores_codex":[0.9988295,0.0002461255,0.0003830231,0.0001885035,0.0001662567,0.0001865534],"domain_scores_gemma":[0.9993733,0.0002651917,0.0001243064,0.00004842442,0.00006997965,0.0001188238],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005714741,0.0001604627,0.980751,0.0002153488,0.00007343884,0.000009419723,0.00007194893,0.00464628,0.01165946,0.0007600011,0.0000079585,0.001073217],"study_design_scores_gemma":[0.0008517683,0.0002602354,0.9968559,0.0001142669,0.00008249408,1.261049e-7,0.000472509,0.0003461633,0.0000410029,0.0006108086,0.0002491748,0.0001155928],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982547,0.0007907627,0.00001124368,0.00003704325,0.00004375628,0.0002117374,0.0001948739,0.00001023615,0.0004456362],"genre_scores_gemma":[0.9997857,0.00002561276,0.000006365976,0.00005835481,0.000009271613,0.000005893022,0.0001032848,0.000001097843,0.000004401805],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02652162,"threshold_uncertainty_score":0.2758153,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01951021610657574,"score_gpt":0.253284727785719,"score_spread":0.2337745116791432,"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."}}