{"id":"W4401755486","doi":"10.3390/microorganisms12081739","title":"Epidemiology, Virulence and Antimicrobial Resistance of Escherichia coli Isolated from Small Brazilian Farms Producers of Raw Milk Fresh Cheese","year":2024,"lang":"en","type":"article","venue":"Microorganisms","topic":"Escherichia coli research studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Cegep de Saint Hyacinthe","funders":"Coordenação de Aperfeiçoamento de Pessoal de Nível Superior; Fundação de Amparo à Pesquisa do Estado de São Paulo","keywords":"Raw milk; Biology; Antibiotic resistance; Nalidixic acid; Microbiology; Virulence; Multilocus sequence typing; Escherichia coli; Ampicillin; Antimicrobial; Tetracycline; Kanamycin; Pulsed-field gel electrophoresis; Antibiotics; Food science; Genotype; Gene; Genetics","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":[0.0003892367,0.0004941994,0.0003159832,0.001181038,0.0003634861,0.0005677836,0.0003122944,0.000339566,0.0005721427],"category_scores_gemma":[0.001468887,0.0003263175,0.0002265089,0.0007102618,0.0005120843,0.0002581784,0.000460221,0.0001682775,0.0001260605],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004706709,"about_ca_system_score_gemma":0.000554394,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01303186,"about_ca_topic_score_gemma":0.01824413,"domain_scores_codex":[0.9995303,0.00007535472,0.0000403631,0.0001210163,0.0001518785,0.00008095861],"domain_scores_gemma":[0.9991725,0.0001505138,0.00038592,0.00004683911,0.0001279829,0.0001162924],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001190145,0.00007158342,0.9677353,0.00006145775,0.00002497391,0.0006688966,0.001179017,0.00004416423,0.02560413,0.00003241475,0.00003427215,0.004424808],"study_design_scores_gemma":[0.00000444932,0.000206491,0.9960734,0.0000222179,0.00002411081,0.0007901135,0.001097269,0.0001006144,0.001291661,0.00002044799,0.0003638999,0.000005326023],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994075,0.000118227,0.0001116728,0.00001838439,0.000001192113,0.00001271911,0.00006540443,0.000001671104,0.0002633477],"genre_scores_gemma":[0.9992809,0.0002125078,0.0002315644,0.00001566608,0.000002951833,0.00001061523,0.0001134281,0.000001654157,0.000130826],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01303186,"threshold_uncertainty_score":0.02591205,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01449932309029101,"score_gpt":0.2666164525035354,"score_spread":0.2521171294132444,"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."}}