{"id":"W2975364888","doi":"10.1089/mdr.2019.0112","title":"Presence and Diversity of Extended-Spectrum Cephalosporin Resistance Among <i>Escherichia coli</i> from Urban Wastewater and Feedlot Cattle in Alberta, Canada","year":2019,"lang":"en","type":"article","venue":"Microbial Drug Resistance","topic":"Pharmaceutical and Antibiotic Environmental Impacts","field":"Environmental Science","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health Services; Agriculture and Agri-Food Canada; University of Saskatchewan; University of Calgary; University of Guelph","funders":"","keywords":"Cephalosporin; Feedlot; Escherichia coli; Microbiology; Biology; Wastewater; Veterinary medicine; Antibiotic resistance; Biotechnology; Ecology; Environmental science; Environmental engineering; Antibiotics; Medicine; Genetics; Gene","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001133323,0.0002036724,0.0002757528,0.00001653052,0.0001082763,0.00002074076,0.0002520931,0.00005320887,0.0003382612],"category_scores_gemma":[0.00001433083,0.0001957233,0.00002586772,0.0001394016,0.0004617876,0.0002439261,0.0005853625,0.0001802563,0.00001964724],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002081084,"about_ca_system_score_gemma":0.00002182468,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5067078,"about_ca_topic_score_gemma":0.8913333,"domain_scores_codex":[0.9985288,0.00006755414,0.0002438503,0.0005103902,0.0002527565,0.0003966574],"domain_scores_gemma":[0.9993517,0.0001097611,0.0001000581,0.0002459559,0.000002513131,0.0001900574],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002273549,0.00009469421,0.7754507,0.00007424465,0.0000128368,0.00001833439,0.0008570909,0.00004767678,0.218209,0.00004584293,0.00493538,0.00002685597],"study_design_scores_gemma":[0.0006357772,0.00000907372,0.8920873,0.0001161665,0.00001223718,4.500884e-7,0.00009387232,0.00001475992,0.1015236,0.000139451,0.005122283,0.0002449726],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950503,0.0002950112,0.000001434284,0.0007291011,0.00008712202,0.0002662201,0.00008831262,0.000006649878,0.003475906],"genre_scores_gemma":[0.9847389,0.00009549822,0.0001789367,0.0002141066,0.00001115719,0.000001202424,0.000007285426,0.00001346614,0.01473944],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3846255,"threshold_uncertainty_score":0.7981365,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004186833053513125,"score_gpt":0.1780007582917378,"score_spread":0.1738139252382246,"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."}}