{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002660079,0.0001478269,0.0001374443,0.00001190254,0.0002789028,0.00002971183,0.0003508772,0.00005381682,0.00006957082],"category_scores_gemma":[0.00008785622,0.00008205324,0.00007254464,0.0003191739,0.0007066736,0.0001273936,0.0002867583,0.0002038758,0.0001169835],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006954821,"about_ca_system_score_gemma":0.000009435572,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003185074,"about_ca_topic_score_gemma":0.00001925569,"domain_scores_codex":[0.9988814,0.00007460269,0.0002409219,0.0002423116,0.0002775386,0.0002832409],"domain_scores_gemma":[0.9993517,0.00009480696,0.00008936346,0.0004097875,0.000005724117,0.00004856849],"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":[0.00003204506,0.0002519958,0.1471795,0.0000307781,0.00004368412,0.00000209073,0.000334807,0.001490583,0.843726,0.0002234297,0.001095864,0.005589201],"study_design_scores_gemma":[0.0001323139,0.0000221579,0.3412621,0.0000602972,0.0000519732,9.92714e-7,0.0002604237,0.0008248056,0.6543195,0.0002359272,0.002740097,0.0000894341],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9869097,0.0001595829,0.0001190284,0.002629013,0.000568415,0.0002967373,0.000005437785,0.00002607767,0.009285953],"genre_scores_gemma":[0.9971573,0.0003064116,0.0004657924,0.0003479714,0.00007219396,3.161983e-7,0.000001086314,0.00001115107,0.001637801],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1940826,"threshold_uncertainty_score":0.3346034,"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."}}