{"id":"W1963522526","doi":"10.1038/srep05100","title":"Impact of treatment strategies on cephalosporin and tetracycline resistance gene quantities in the bovine fecal metagenome","year":2014,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Antibiotic Resistance in Bacteria","field":"Biochemistry, Genetics and Molecular Biology","cited_by":59,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"Cooperative State Research, Education, and Extension Service; National Institute of Food and Agriculture; U.S. Department of Agriculture","keywords":"Ceftiofur; Tetracycline; Chlortetracycline; Feces; Cephalosporin; Microbiology; Biology; Antibiotics","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":[0.0005756351,0.0002266651,0.0007226036,0.0001771205,0.0001938969,0.0006219806,0.0002148246,0.0003969814,0.0007358898],"category_scores_gemma":[0.0008732179,0.0001413879,0.0002096567,0.0001725842,0.000251852,0.0002792349,0.0002023099,0.0003461936,0.0001001226],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006126258,"about_ca_system_score_gemma":0.000551258,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002896709,"about_ca_topic_score_gemma":0.007582022,"domain_scores_codex":[0.9992429,0.0002763137,0.00005358189,0.0001974859,0.000128683,0.0001010181],"domain_scores_gemma":[0.9994578,0.0001747469,0.0001441462,0.00002860257,0.00008849233,0.0001062157],"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":[0.004413548,0.0004775464,0.01334001,0.0002229389,0.0001033399,0.00003878296,0.00009319471,0.0003760876,0.9651309,0.00003223501,0.0000812455,0.01569023],"study_design_scores_gemma":[0.0003877847,0.03763304,0.5223485,0.0001087385,0.0006616538,0.0003657447,0.001125919,0.004388508,0.4261653,0.0001821506,0.006561411,0.00007132156],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985789,0.0007422453,0.0002287632,0.00006698944,0.000009714477,0.00001876397,0.0001547986,0.000005461174,0.0001942301],"genre_scores_gemma":[0.9975953,0.0005093653,0.0009538643,0.0001091752,0.000009596811,0.00004208839,0.0003432258,0.000005860251,0.0004315648],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002896709,"threshold_uncertainty_score":0.005759716,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01458195294464731,"score_gpt":0.2869023522083524,"score_spread":0.272320399263705,"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."}}