{"id":"W2483040762","doi":"10.1111/zph.12296","title":"Spatial Clustering of <i>Escherichia coli</i> with Reduced Susceptibility to Cefotaxime and Ciprofloxacin among Dairy Cattle Farms Relative to European Starling Night Roosts","year":2016,"lang":"en","type":"article","venue":"Zoonoses and Public Health","topic":"Microbial infections and disease research","field":"Immunology and Microbiology","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"U.S. Department of Agriculture","keywords":"Cefotaxime; Ciprofloxacin; Veterinary medicine; Biology; Escherichia coli; Livestock; Microbiology; Antibiotics; Ecology; Medicine","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":[0.0007040079,0.0001636903,0.0003108365,0.0001527383,0.0003049805,0.00004004625,0.00009632766,0.00007156427,0.000160616],"category_scores_gemma":[0.000141182,0.0001090695,0.00003152373,0.0002277423,0.0002205772,0.000173023,0.0002069116,0.000164787,0.00003190837],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008967004,"about_ca_system_score_gemma":0.0002776289,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006279094,"about_ca_topic_score_gemma":0.004465196,"domain_scores_codex":[0.9981465,0.0005207495,0.000334255,0.0004301103,0.00004710402,0.0005212743],"domain_scores_gemma":[0.9990523,0.0001258753,0.0001069396,0.0002590367,0.0001430819,0.0003127979],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0008300195,0.000433943,0.09403852,0.0002864853,0.0002334114,0.000005074668,0.006682157,0.00001123306,0.7734463,0.0004747005,0.001942237,0.121616],"study_design_scores_gemma":[0.004625424,0.004912077,0.912665,0.0006813091,0.00003810861,0.00003340401,0.002535836,0.00001776115,0.02215915,0.0000571681,0.05141472,0.0008600536],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9871519,0.0003724875,0.007890293,0.003098103,0.0001179592,0.000613147,0.0001335351,0.00004000547,0.0005826183],"genre_scores_gemma":[0.9988296,0.00009096002,0.0002515624,0.0003240731,0.00003759799,0.00001475483,0.0000211323,0.00002034129,0.0004099688],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8186265,"threshold_uncertainty_score":0.9492154,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02517875493727797,"score_gpt":0.274569083137038,"score_spread":0.24939032819976,"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."}}