{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005045692,0.0002545927,0.0004621933,0.00006110044,0.0000748963,0.00001455846,0.0003420015,0.0002390532,0.00003201803],"category_scores_gemma":[0.0005654092,0.0002360488,0.0001034571,0.0002816562,0.0007062362,0.000007375312,0.0003739862,0.0002300554,0.000006335567],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002398554,"about_ca_system_score_gemma":0.0001904765,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003290091,"about_ca_topic_score_gemma":0.0005694804,"domain_scores_codex":[0.9981239,0.0002098556,0.0004829896,0.0006996497,0.00009437568,0.0003892456],"domain_scores_gemma":[0.9990332,0.00009584712,0.0001439786,0.000470909,0.0001615398,0.00009450183],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002225454,0.00006022448,0.004471285,0.000307677,0.0002156946,0.000007072475,0.0003272949,0.000004381819,0.9901367,0.0000440522,0.004050573,0.0001524613],"study_design_scores_gemma":[0.0003748321,0.0001934993,0.009140881,0.0001639597,0.00004418065,0.000002957876,0.0001117724,0.00003867656,0.985557,0.0002674401,0.003876829,0.0002279698],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9826266,0.01520304,0.000615994,0.0006722732,0.0001674335,0.0003301411,0.000226777,0.00002747874,0.0001302337],"genre_scores_gemma":[0.9892078,0.001928727,0.00772904,0.0002270285,0.0001160497,0.00001331301,0.00008408641,0.00004630225,0.0006476641],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01327431,"threshold_uncertainty_score":0.962579,"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."}}