{"id":"W3128945610","doi":"10.1002/vetr.140","title":"Most likely causes of infection and risk factors for tuberculosis in Spanish cattle herds","year":2021,"lang":"en","type":"article","venue":"Veterinary Record","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ministère de l'Agriculture, des Pêcheries et de l'Alimentation","funders":"Ministério da Agricultura, Pecuária e Abastecimento","keywords":"Biosecurity; Herd; Environmental health; Bovine tuberculosis; Culling; Veterinary medicine; Wildlife; Confidence interval; Odds ratio; Odds; Livestock; Cattle Diseases; Geography; Medicine; Demography; Agricultural science; Mycobacterium bovis; Tuberculosis; Biology; Logistic regression; Ecology; Forestry","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":[0.0002163847,0.0001153733,0.0003833055,0.0001258328,0.00004298803,0.000007040985,0.00002681412,0.000118559,0.00008382909],"category_scores_gemma":[0.001319512,0.0001021377,0.00007583517,0.0002449095,0.00006441715,0.00007432339,0.00006365146,0.0001707046,0.000003471775],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005796472,"about_ca_system_score_gemma":0.00006672352,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005964318,"about_ca_topic_score_gemma":0.001271842,"domain_scores_codex":[0.9989583,0.0001597444,0.0002789434,0.0002630283,0.00008113046,0.0002588691],"domain_scores_gemma":[0.9990478,0.0004657791,0.00006408699,0.000189151,0.0001140908,0.0001191383],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003191457,0.0001400971,0.9687987,0.0002351807,0.00009281183,0.0000307847,0.00009745004,0.000003938397,0.01610191,0.00000768131,0.001131811,0.01304047],"study_design_scores_gemma":[0.000751039,0.002498867,0.9775136,0.000080299,0.00005116308,0.0001394955,0.00009613392,0.0001901782,0.004602593,0.00007898187,0.01390153,0.00009616779],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984048,0.0003745402,0.00005913716,0.0004272007,0.0001806989,0.0002471527,0.00006612844,0.00002033628,0.0002200008],"genre_scores_gemma":[0.9935691,0.00517423,0.0008139164,0.00008175645,0.00007201854,0.00004575921,0.00007010413,0.00001842895,0.0001546743],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0129443,"threshold_uncertainty_score":0.9016304,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05973465430762726,"score_gpt":0.3480551901672287,"score_spread":0.2883205358596015,"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."}}