{"id":"W2109240665","doi":"10.1017/s0950268811002755","title":"Spatial and temporal patterns in antimicrobial resistance of<i>Salmonella</i>Typhimurium in cattle in England and Wales","year":2012,"lang":"en","type":"article","venue":"Epidemiology and Infection","topic":"Salmonella and Campylobacter epidemiology","field":"Agricultural and Biological Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Prince Edward Island","funders":"University of Liverpool","keywords":"Salmonella; Antibiotic resistance; Antimicrobial; Microbiology; Biology; Resistance (ecology); Veterinary medicine; Geography; Medicine; Antibiotics; Bacteria; Genetics; Ecology","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":[0.0009851233,0.0000916081,0.0001983971,0.0007663851,0.000199644,0.0005392748,0.0002590231,0.000304962,0.0006616789],"category_scores_gemma":[0.002200654,0.0002097574,0.0002489219,0.0006783049,0.000373212,0.0002658077,0.0004790986,0.0001950486,0.0001279761],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009410057,"about_ca_system_score_gemma":0.0004021748,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.115071,"about_ca_topic_score_gemma":0.1771789,"domain_scores_codex":[0.9993848,0.0002572205,0.00006443607,0.0001261686,0.00006560916,0.0001016797],"domain_scores_gemma":[0.9979139,0.0007408828,0.0007790686,0.00009388525,0.0003359357,0.0001362628],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001369365,0.00001865521,0.9935076,0.00003462904,0.00003742547,0.0002312531,0.0009954626,0.0009035353,0.001471386,0.00005939676,0.00008482397,0.002518878],"study_design_scores_gemma":[0.000001540847,0.00004240583,0.9981347,0.00001096432,0.000006915481,0.00009047128,0.0009534013,0.0005408317,0.00006852186,0.00001379649,0.0001319295,0.000004442281],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996086,0.00005423174,0.00008254146,0.00001900848,6.541109e-7,0.000002189448,0.00009474414,9.839832e-7,0.0001371768],"genre_scores_gemma":[0.9994993,0.00006234488,0.000111744,0.000009927291,9.338372e-7,0.000004882329,0.0001243936,7.530044e-7,0.0001856286],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.115071,"threshold_uncertainty_score":0.2288023,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02814821537696158,"score_gpt":0.2584955656614206,"score_spread":0.230347350284459,"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."}}