{"id":"W1524075922","doi":"10.1038/srep12439","title":"Prevalence and patterns of antimicrobial resistance among Escherichia coli isolated from Zambian dairy cattle across different production systems","year":2015,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Microbial infections and disease research","field":"Immunology and Microbiology","cited_by":86,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Infection and Immunity","funders":"Biotechnology and Biological Sciences Research Council; Directorate for Biological Sciences; China Scholarship Council; Commonwealth Scholarship Commission; Wellcome Trust","keywords":"Ampicillin; Ciprofloxacin; Antibiotic resistance; Veterinary medicine; Tetracycline; Antibiotics; Gentamicin; Biology; Trimethoprim; Sulfamethoxazole; Medicine; Microbiology","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":[0.0006077677,0.0002458467,0.0003054316,0.001280897,0.0004925383,0.0005908242,0.0002628531,0.0003417241,0.000530771],"category_scores_gemma":[0.001420746,0.0003415569,0.000186975,0.0009522679,0.0005527033,0.000344195,0.0004688516,0.0002461005,0.00005616423],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007469759,"about_ca_system_score_gemma":0.0003382458,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04194276,"about_ca_topic_score_gemma":0.08469695,"domain_scores_codex":[0.9995791,0.000107457,0.00004188307,0.0000839173,0.00007266178,0.0001149876],"domain_scores_gemma":[0.9995252,0.00009198997,0.0002695284,0.00002662411,0.00004436901,0.00004233006],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004007278,0.00001266748,0.9953512,0.00001913638,0.00002041427,0.00008088443,0.0009089243,0.00003231549,0.001445471,0.00001753263,0.00001835306,0.002053039],"study_design_scores_gemma":[8.398578e-7,0.00002893379,0.9993279,0.000006595921,0.000006294575,0.00007535979,0.0004313596,0.00003504586,0.00003076166,0.000003173992,0.00005239432,0.000001298237],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997435,0.0001214948,0.00003093468,0.00001414118,3.9672e-7,0.000002915681,0.00003147593,6.527279e-7,0.00005445757],"genre_scores_gemma":[0.9994996,0.0002085103,0.0001330392,0.00001203286,0.000001283543,0.000005460556,0.00007476715,4.07826e-7,0.00006491695],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04194276,"threshold_uncertainty_score":0.08339727,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01972871652472657,"score_gpt":0.2656888614214445,"score_spread":0.245960144896718,"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."}}