{"id":"W4411885488","doi":"10.3390/antibiotics14070665","title":"Use, Risk and Revalorization of Veterinary Antibiotics: A Canadian Perspective","year":2025,"lang":"en","type":"review","venue":"Antibiotics","topic":"Pharmaceutical and Antibiotic Environmental Impacts","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Université Laval","funders":"","keywords":"Antibiotics; Antibiotic resistance; Livestock; Animal husbandry; Agriculture; Veterinary drug; Manure; Animal health; Biotechnology; Veterinary medicine; Environmental health; Medicine; Biology; Ecology; Microbiology","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002084632,0.0004312454,0.0009539503,0.0001797366,0.0001567857,0.00005385307,0.0002750028,0.000341321,0.0001947192],"category_scores_gemma":[0.0003010488,0.0003732048,0.0002096306,0.0005087176,0.0005341433,0.0002124776,0.0003775754,0.0003970488,0.0001355369],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004291796,"about_ca_system_score_gemma":0.0001212277,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02642821,"about_ca_topic_score_gemma":0.002260975,"domain_scores_codex":[0.9980488,0.0001976063,0.0004860469,0.0005759455,0.0002363992,0.0004552472],"domain_scores_gemma":[0.9987092,0.0002398979,0.0002934938,0.0003852646,0.00001197548,0.0003601859],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001809159,0.0004022451,0.02037212,0.01449832,0.0004322824,0.0001841466,0.0002958771,0.00003287253,0.0001921012,0.00162009,0.001764473,0.9601874],"study_design_scores_gemma":[0.0002918789,0.0003475617,0.005987091,0.01361718,0.002403227,0.00009574345,0.000110792,0.000147043,0.000322904,0.0003334797,0.9752523,0.001090789],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001793074,0.9871745,0.00008075143,0.0000422868,0.0003291953,0.0009402607,0.0007814887,0.00003509772,0.008823361],"genre_scores_gemma":[0.01885851,0.9794967,0.000766025,0.00009171903,0.00003478161,5.61634e-8,0.00005740973,0.0000368521,0.0006579019],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9734879,"threshold_uncertainty_score":0.999872,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05963215110421238,"score_gpt":0.3437599526620371,"score_spread":0.2841278015578247,"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."}}