{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005453548,0.0002153669,0.0004178346,0.0002056094,0.0002507458,0.0007788545,0.0004825143,0.0007673223,0.0008802749],"category_scores_gemma":[0.004107574,0.0002710758,0.0007961425,0.0001814101,0.001338687,0.0004944534,0.0004458387,0.0006712238,0.0001475143],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002589188,"about_ca_system_score_gemma":0.001890683,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003966111,"about_ca_topic_score_gemma":0.009281964,"domain_scores_codex":[0.9969072,0.001756981,0.0002263369,0.0004648147,0.0002106519,0.0004339778],"domain_scores_gemma":[0.9972479,0.0005709384,0.001258953,0.0003360169,0.0002175951,0.000368692],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.1782537,0.03823726,0.6376135,0.001216565,0.00120708,0.001090867,0.003102297,0.001762529,0.02788043,0.0007560607,0.001958992,0.1069207],"study_design_scores_gemma":[0.006097036,0.2147513,0.7684932,0.0001509327,0.0006414448,0.0004434167,0.001801234,0.0009690692,0.003281868,0.0001461164,0.003170923,0.00005328346],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992827,0.0001117964,0.00007535847,0.0001344302,0.00001430629,0.00008970179,0.00004112079,0.000002275663,0.0002483283],"genre_scores_gemma":[0.9992908,0.00007124091,0.0001309859,0.0001481398,0.00001064708,0.00009628211,0.00004159637,0.000001018315,0.0002092653],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005453548,"threshold_uncertainty_score":0.02884144,"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."}}