{"id":"W4406243055","doi":"10.3390/antibiotics14010069","title":"Monitoring the Spread of Multidrug-Resistant Escherichia coli Throughout the Broiler Production Cycle","year":2025,"lang":"en","type":"article","venue":"Antibiotics","topic":"Pharmaceutical and Antibiotic Environmental Impacts","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"Conselho Nacional de Desenvolvimento Científico e Tecnológico; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior","keywords":"Enrofloxacin; Ciprofloxacin; Multiple drug resistance; Virulence; Biology; Antibiotic resistance; Antimicrobial; Veterinary medicine; Drug resistance; Broiler; Microbiology; Poultry farming; Biotechnology; Antibiotics; Gene; Medicine; Food science; Genetics","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":[0.0006696673,0.0003630496,0.0003445694,0.001107798,0.0003140781,0.0004510728,0.0002644304,0.0002956342,0.0003452744],"category_scores_gemma":[0.0009075198,0.000207811,0.0001920527,0.0006707982,0.0002131981,0.0002666377,0.0002632318,0.0001724268,0.0001483024],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003015165,"about_ca_system_score_gemma":0.0002846452,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005413525,"about_ca_topic_score_gemma":0.01574934,"domain_scores_codex":[0.9993667,0.0001519961,0.00006015808,0.0001985458,0.0001519197,0.00007070327],"domain_scores_gemma":[0.9989663,0.000130888,0.0004079303,0.00005648946,0.0003240709,0.0001142808],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003082318,0.0001179452,0.8799099,0.0001183805,0.00003960221,0.0002235574,0.0005019811,0.0002323484,0.1045174,0.00001906204,0.00005751908,0.01395409],"study_design_scores_gemma":[0.000005174478,0.0006927461,0.9812636,0.00003609753,0.0000557665,0.0003011562,0.0004293072,0.000531805,0.01615892,0.00001128307,0.000504108,0.000009956829],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977998,0.0003269772,0.0008027756,0.00001959742,0.000002706608,0.00005091501,0.0003144008,0.00001603205,0.0006667154],"genre_scores_gemma":[0.9955943,0.0004112468,0.002978512,0.00003228841,0.000002937025,0.00002926062,0.000422861,0.000004681988,0.0005238921],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005413525,"threshold_uncertainty_score":0.01076406,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02020278931259701,"score_gpt":0.3083743238872514,"score_spread":0.2881715345746544,"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."}}