{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001498277,0.000232621,0.0002268703,0.0008178412,0.0002835569,0.0007369776,0.0002578712,0.0003374583,0.001715581],"category_scores_gemma":[0.003394229,0.0001445449,0.0004098582,0.0006003833,0.0002975536,0.0003146815,0.0003339798,0.0002547913,0.0001663343],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005305123,"about_ca_system_score_gemma":0.0004605828,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01012702,"about_ca_topic_score_gemma":0.01022734,"domain_scores_codex":[0.9991378,0.0003571885,0.00007118077,0.0001082146,0.0001672562,0.0001583936],"domain_scores_gemma":[0.9975119,0.0006730523,0.001342375,0.00007851489,0.0001860892,0.0002081159],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005107794,0.00002124228,0.9955569,0.00003417037,0.00003017996,0.00007852806,0.0002707925,0.0001191885,0.0001715036,0.00002603366,0.00009587094,0.003544501],"study_design_scores_gemma":[0.000005249039,0.00006875628,0.9966786,0.00008420894,0.00002482477,0.0003245311,0.001458287,0.0005276956,0.00006129545,0.0001719649,0.0005881718,0.000006508854],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981895,0.0006561301,0.000275969,0.0001518535,0.000003720757,0.00001102268,0.0002570901,0.000003614669,0.0004511242],"genre_scores_gemma":[0.9990036,0.0002922342,0.0003409704,0.00002697071,0.000006492965,0.000006951282,0.0002273987,9.363964e-7,0.0000942798],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01012702,"threshold_uncertainty_score":0.02013612,"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."}}