{"id":"W1688120665","doi":"10.1128/9781555817534.ch23","title":"Monitoring of Antimicrobial Resistance in Animals: Principles and Practices","year":2019,"lang":"en","type":"book-chapter","venue":"ASM Press eBooks","topic":"Pharmaceutical and Antibiotic Environmental Impacts","field":"Environmental Science","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Antibiotic resistance; Antimicrobial; Antimicrobial drug; Context (archaeology); Biotechnology; Drug resistance; Biology; Antibiotics; Microbiology","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":[0.004917011,0.002076875,0.00140287,0.00482844,0.0008744593,0.004268966,0.003618134,0.003494384,0.006214774],"category_scores_gemma":[0.00256072,0.001079591,0.0008464045,0.003846498,0.005405585,0.00601219,0.002431728,0.00379932,0.007507429],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001996542,"about_ca_system_score_gemma":0.00214918,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001990625,"about_ca_topic_score_gemma":0.003461757,"domain_scores_codex":[0.9970194,0.0007567318,0.0002598967,0.0004038282,0.001485786,0.00007428319],"domain_scores_gemma":[0.9982721,0.0009503401,0.0001710614,0.000151883,0.000382208,0.00007250589],"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":[0.00004511553,0.0002771526,0.001322333,0.004731256,0.00003248013,0.0002646554,0.001825623,0.00160093,0.005534462,0.06853724,0.0794295,0.8363993],"study_design_scores_gemma":[0.000005704752,0.0001361506,0.001457938,0.002363564,0.0000130616,0.0006938083,0.0003895086,0.0003778505,0.001439512,0.02510548,0.9679735,0.00004387247],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.003344107,0.4878421,0.1926741,0.02928036,0.006166524,0.001271061,0.0008887313,0.001677489,0.2768556],"genre_scores_gemma":[0.01411327,0.5386201,0.3027647,0.01667507,0.004052596,0.001487123,0.0008885607,0.0004928423,0.1209058],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.006214774,"threshold_uncertainty_score":0.02600396,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08513020036223484,"score_gpt":0.3153957760303991,"score_spread":0.2302655756681642,"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."}}