{"id":"W4386477951","doi":"10.4038/slvj.v70i1.75","title":"Glimpse into the biosecurity, antimicrobial usage, and antimicrobial resistance of fecal <em>Escherichia coli</em> associated with commercial chicken layer farms in a poultry dense area in Sri Lanka","year":2023,"lang":"en","type":"article","venue":"Sri Lanka Veterinary Journal","topic":"Microbial infections and disease research","field":"Immunology and Microbiology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Antibiotic resistance; Antimicrobial; Enrofloxacin; Veterinary medicine; Trimethoprim; Poultry farming; Ciprofloxacin; Biology; Microbiology; Amoxicillin; Ampicillin; Imipenem; Drug resistance; Nalidixic acid; Tetracycline; Biosecurity; Biotechnology; Antibiotics; Medicine","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":[0.0003171125,0.0002419912,0.0001939396,0.001000624,0.0003418102,0.0005807941,0.0002028455,0.000386246,0.00108792],"category_scores_gemma":[0.0006070067,0.00021062,0.0002964595,0.001147485,0.0005126001,0.0006082657,0.0003303275,0.0003311627,0.0001638045],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002932322,"about_ca_system_score_gemma":0.0003663623,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007386759,"about_ca_topic_score_gemma":0.01893297,"domain_scores_codex":[0.999688,0.00006794056,0.00006141103,0.0000533356,0.00005347005,0.00007585355],"domain_scores_gemma":[0.9991969,0.0001284054,0.0004591311,0.00002690825,0.0000833805,0.0001051978],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002559748,0.00003874241,0.9947262,0.00007291409,0.00001967261,0.0004752774,0.000805951,0.0000224087,0.001129696,0.00001176654,0.00008682975,0.002584819],"study_design_scores_gemma":[4.921188e-7,0.0001281614,0.9961215,0.0000208755,0.000009233932,0.0005317753,0.002890321,0.00002377277,0.0001047449,0.000006822702,0.0001586916,0.000003740558],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989167,0.000443319,0.00003342408,0.00009822797,0.000002502516,0.000005877759,0.0001136533,0.000001687022,0.000384611],"genre_scores_gemma":[0.9987574,0.0007247493,0.0001128313,0.00006354642,0.000008634998,0.000004484776,0.00013712,7.8138e-7,0.0001904745],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007386759,"threshold_uncertainty_score":0.01468754,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02697961879389439,"score_gpt":0.2828734894640423,"score_spread":0.255893870670148,"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."}}