{"id":"W3193739886","doi":"10.21608/avmj.2019.168906","title":"MOLECULAR DETECTION OF SALMONELLA AND E. COLI MICROORGANISMS AMONG DAIRY FARMS WITH DETECTION OF VIRULENCE AND ANTIBIOTICS RESISTANCE GENES","year":2019,"lang":"en","type":"article","venue":"Assiut Veterinary Medical Journal/Maǧallaẗ Asyūṭ al-ṭibiyyaẗ al-baytariyyaẗ","topic":"Identification and Quantification in Food","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Assiut University; Public Health Agency; Public Health Agency of Canada","keywords":"Virulence; Salmonella; Biology; Antibiotics; Gene; Microbiology; Antibiotic resistance; Microorganism; Biotechnology; Dairy cattle; Genetics; Bacteria","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003029997,0.000257415,0.0001658884,0.0008524078,0.0003345183,0.0003467331,0.0001473977,0.0003003617,0.0007263097],"category_scores_gemma":[0.0004245777,0.0001855533,0.0001573333,0.0007332423,0.0002206684,0.0001824974,0.0002474425,0.0001509832,0.0001264156],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001967484,"about_ca_system_score_gemma":0.0002005394,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003254515,"about_ca_topic_score_gemma":0.006414485,"domain_scores_codex":[0.9996775,0.00003724884,0.00003886402,0.00008380751,0.00009941688,0.00006315007],"domain_scores_gemma":[0.999678,0.00004311834,0.0001355944,0.00001535807,0.00008976415,0.00003822603],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001025178,0.00007829221,0.9298718,0.00006428856,0.0000221082,0.0004593334,0.0005522184,0.00003967633,0.06381232,0.00002238923,0.0001064866,0.004868503],"study_design_scores_gemma":[0.000002971244,0.0001739745,0.9924171,0.00001195499,0.000016181,0.0005293582,0.0008361213,0.00009821925,0.005234824,0.000009365718,0.0006675028,0.000002557121],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992478,0.0001022851,0.00009568656,0.00001446455,0.000003194377,0.00000883382,0.0002117668,0.000003033196,0.0003127678],"genre_scores_gemma":[0.9978105,0.0001849433,0.0005593343,0.00002441611,0.000006095256,0.00001620418,0.0006571257,0.000001045008,0.0007403315],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003254515,"threshold_uncertainty_score":0.006471097,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009419791136513972,"score_gpt":0.2481304908620233,"score_spread":0.2387106997255093,"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."}}