{"id":"W1966225660","doi":"10.1089/mdr.2007.781","title":"Associations Between Feed and Water Antimicrobial Use in Farrow-to-Finish Swine Herds and Antimicrobial Resistance of Fecal <i>Escherichia coli</i> from Grow-Finish Pigs","year":2007,"lang":"en","type":"article","venue":"Microbial Drug Resistance","topic":"Pharmaceutical and Antibiotic Environmental Impacts","field":"Environmental Science","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Population and Public Health; Public Health Agency of Canada","funders":"","keywords":"Antimicrobial; Antibiotic resistance; Herd; Feces; Biology; Veterinary medicine; Microbiology; Sulfamethoxazole; Antibiotics; Animal science; 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007490913,0.0004151866,0.0006661373,0.00008951346,0.0002442629,0.0001278255,0.000339811,0.0002091378,0.0001097099],"category_scores_gemma":[0.00009994913,0.0003955001,0.00009399859,0.0003999285,0.0006921389,0.0004864349,0.0005032876,0.000407511,0.00006329412],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002603024,"about_ca_system_score_gemma":0.0000168736,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001423775,"about_ca_topic_score_gemma":0.0115823,"domain_scores_codex":[0.9968994,0.0001577772,0.0008476416,0.0008378246,0.0003279523,0.0009293802],"domain_scores_gemma":[0.9988056,0.0002723996,0.0001926664,0.0003147362,0.00001546714,0.0003991459],"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":[0.000318069,0.0001934977,0.1398535,0.00003714368,0.00002668706,0.00002970823,0.0006397759,0.00001050533,0.8530271,0.00001116178,0.005726988,0.0001258799],"study_design_scores_gemma":[0.001250919,0.00001736168,0.5304891,0.0001508344,0.00004070852,0.000001069619,0.00002115612,0.000002064361,0.4612156,0.00006170665,0.006359175,0.0003902526],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953655,0.0000614704,0.0001779295,0.001960828,0.000143178,0.0004862108,0.001049327,0.00003991418,0.0007156528],"genre_scores_gemma":[0.991741,0.00007571668,0.004644004,0.001522213,0.0001017242,0.000001773754,0.0001365152,0.0000498671,0.001727165],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3918115,"threshold_uncertainty_score":0.9998497,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01427045503109619,"score_gpt":0.2405855219985194,"score_spread":0.2263150669674232,"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."}}