{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007983936,0.0001556474,0.0002705299,0.00008907368,0.0003499232,0.000159561,0.000114896,0.0001530312,0.0000751548],"category_scores_gemma":[0.0001735649,0.0001360247,0.00005856942,0.0002293339,0.0006159972,0.0001836976,0.0001515828,0.0001801151,0.00002020612],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006158644,"about_ca_system_score_gemma":0.0001280922,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001699088,"about_ca_topic_score_gemma":0.0006452919,"domain_scores_codex":[0.9980881,0.0002121752,0.0005000414,0.0007378682,0.0001030258,0.0003588066],"domain_scores_gemma":[0.9985159,0.00002539565,0.0003297381,0.0006849839,0.0003555573,0.00008839223],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0000818847,0.0001854664,0.2521371,0.0001905993,0.00005921003,0.00001879688,0.0007956752,0.00002105928,0.7328454,0.000004632781,0.01361645,0.00004377933],"study_design_scores_gemma":[0.0009956551,0.0001016885,0.356293,0.0008585923,0.0001139614,0.0001714349,0.0009232147,0.00002416798,0.6325212,0.0001411676,0.007332501,0.0005234824],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9891788,0.00170371,0.0001073007,0.00003601474,0.008220306,0.0005028807,0.0001409773,0.00005268399,0.00005730143],"genre_scores_gemma":[0.9894351,0.00003352791,0.000008097045,0.000003021407,0.00004394613,0.00002156742,0.0002132964,0.00001303252,0.01022843],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1041559,"threshold_uncertainty_score":0.5546924,"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."}}