{"id":"W3161096454","doi":"10.3389/fvets.2021.654125","title":"Prevalence of Antimicrobial Resistance and Characteristics of Escherichia coli Isolates From Fecal and Manure Pit Samples on Dairy Farms in the Province of Québec, Canada","year":2021,"lang":"en","type":"article","venue":"Frontiers in Veterinary Science","topic":"Antibiotic Resistance in Bacteria","field":"Biochemistry, Genetics and Molecular Biology","cited_by":69,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Fonds de Recherche du Québec – Nature et Technologies; Cegep de Saint Hyacinthe","funders":"Agriculture and Agri-Food Canada; Natural Sciences and Engineering Research Council of Canada; Ministère de l'Agriculture, des Pêcheries et de l'Alimentation","keywords":"Escherichia coli; Antibiotic resistance; Tetracycline; Feces; Manure; Veterinary medicine; Biology; Antimicrobial; Microbiology; Dairy cattle; Antibiotics; Medicine; Animal science; Gene; Genetics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"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":[0.0003821755,0.00040042,0.0003575108,0.001243005,0.001415704,0.0009395244,0.0009009831,0.0004785536,0.001432407],"category_scores_gemma":[0.001123672,0.0002742867,0.0002448701,0.002417218,0.0008500476,0.0002359227,0.0003802906,0.000328961,0.0001691301],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01138563,"about_ca_system_score_gemma":0.007437889,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9814264,"about_ca_topic_score_gemma":0.9877545,"domain_scores_codex":[0.9993383,0.00005083978,0.00004526202,0.0001574661,0.0002346136,0.0001735607],"domain_scores_gemma":[0.9986777,0.0001134394,0.0002656038,0.00002642434,0.0006078474,0.0003089827],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008105125,0.00003860676,0.9932001,0.00005234804,0.00003057085,0.0001857736,0.0005176048,0.00007510076,0.001918323,0.00001960158,0.0004781228,0.003402789],"study_design_scores_gemma":[0.000003137956,0.00003535366,0.9987411,0.00001452557,0.000007223224,0.00008416379,0.0006441773,0.0001105467,0.00009979268,0.000002613931,0.0002530517,0.000004342534],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961925,0.0004418029,0.00009099571,0.00008272463,0.000005662462,0.00003687353,0.002300689,0.000008105148,0.0008405954],"genre_scores_gemma":[0.9975292,0.0003232728,0.0001943476,0.00009253321,0.000003518197,0.00001298407,0.001098323,0.000002902746,0.0007428147],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01857358,"threshold_uncertainty_score":0.08260894,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007668126975084461,"score_gpt":0.2167610665561608,"score_spread":0.2090929395810764,"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."}}