{"id":"W3016313221","doi":"10.1016/j.prevetmed.2020.105004","title":"Is moving from targeted culling to BCG-vaccination of badgers (Meles meles) associated with an unacceptable increased incidence of cattle herd tuberculosis in the Republic of Ireland? A practical non-inferiority wildlife intervention study in the Republic of Ireland (2011-2017)","year":2020,"lang":"en","type":"article","venue":"Preventive Veterinary Medicine","topic":"Virology and Viral Diseases","field":"Medicine","cited_by":53,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"Department of Agriculture, Food and the Marine, Ireland","keywords":"Badger; Culling; Meles; Herd; Mycobacterium bovis; Veterinary medicine; Vaccination; Incidence (geometry); Wildlife; Bovine tuberculosis; Tuberculosis; Demography; Medicine; Biology; Ecology; Virology; Pathology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002552086,0.0002085834,0.0008262294,0.0002691728,0.00004675001,0.00000642104,0.0002921436,0.0001147584,0.0002451862],"category_scores_gemma":[0.003511938,0.0001306105,0.0001038036,0.0008649075,0.0001629736,0.0003840873,0.0001065742,0.0003450248,6.871529e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006163794,"about_ca_system_score_gemma":0.000128797,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004946726,"about_ca_topic_score_gemma":0.0005798881,"domain_scores_codex":[0.9962004,0.001616853,0.0009795447,0.0003980827,0.0005968108,0.0002082462],"domain_scores_gemma":[0.9976522,0.000765258,0.0007294124,0.0004257616,0.0003218528,0.0001055009],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0059432,0.00354887,0.9509656,0.0003826866,0.0004099534,0.00009533213,0.0248029,0.00002250976,0.01279718,0.000009807404,0.0002049777,0.0008169441],"study_design_scores_gemma":[0.004276915,0.01333491,0.9638716,0.0009617044,0.0004815232,0.0000122119,0.01480382,0.00114639,0.0009534883,0.0000483281,0.000005271309,0.0001038221],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952888,0.0002613669,0.000231938,0.002724602,0.00003434088,0.001352801,0.00005450587,0.00001202753,0.00003962098],"genre_scores_gemma":[0.9991568,0.00004466383,0.0001399836,0.0003789852,0.0000377176,0.00007905497,0.000143274,0.00001511066,0.000004355789],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01290598,"threshold_uncertainty_score":0.7478004,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05171447916042868,"score_gpt":0.3551021001933648,"score_spread":0.3033876210329362,"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."}}