{"id":"W2792361736","doi":"10.14745/ccdr.v43i11a02","title":"Enhancing antimicrobial stewardship by strengthening the veterinary drug regulatory framework","year":2017,"lang":"en","type":"article","venue":"Canada Communicable Disease Report","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Canada","funders":"","keywords":"Antimicrobial stewardship; Antimicrobial; Veterinary Drugs; Business; Veterinary drug; Stewardship (theology); Antimicrobial drug; Antibiotic resistance; Public health; Veterinary medicine; Biotechnology; Medicine; Antibiotics; Political science; Nursing; Biology; Microbiology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.06136969,0.0007899867,0.000814085,0.004565851,0.007599908,0.01735164,0.006535958,0.007467302,0.005740202],"category_scores_gemma":[0.05399599,0.000735975,0.001334612,0.002520924,0.01358616,0.004106638,0.009573563,0.0108039,0.001053091],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0625392,"about_ca_system_score_gemma":0.4163342,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6518455,"about_ca_topic_score_gemma":0.7146415,"domain_scores_codex":[0.930766,0.01749023,0.002181047,0.003429194,0.03417579,0.01195768],"domain_scores_gemma":[0.8397685,0.01722537,0.01198079,0.006694158,0.06778331,0.05654798],"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":[0.00020514,0.001568533,0.03815937,0.001923424,0.0003446869,0.001006879,0.006445775,0.006153082,0.01136462,0.1815843,0.3738894,0.3773547],"study_design_scores_gemma":[0.0001205059,0.0004005985,0.06022358,0.001966556,0.0001048087,0.000328711,0.00238381,0.001433735,0.00235747,0.01971821,0.9107656,0.0001964138],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.03050472,0.02146577,0.01490135,0.7975539,0.002583579,0.001041241,0.0003683693,0.0009108727,0.1306702],"genre_scores_gemma":[0.5147033,0.02648791,0.05630898,0.3617469,0.003916935,0.0005290554,0.0007001049,0.0002497293,0.0353571],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9374608,"threshold_uncertainty_score":0.7004097,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01186121243499663,"score_gpt":0.2436629561809784,"score_spread":0.2318017437459818,"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."}}