{"id":"W4283020054","doi":"10.3389/fmicb.2022.841516","title":"Biofilm Formation and Antimicrobial Susceptibility of E. coli Associated With Colibacillosis Outbreaks in Broiler Chickens From Saskatchewan","year":2022,"lang":"en","type":"article","venue":"Frontiers in Microbiology","topic":"Antibiotic Resistance in Bacteria","field":"Biochemistry, Genetics and Molecular Biology","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"Natural Sciences and Engineering Research Council of Canada; Innovation Saskatchewan; Chicken Farmers of Saskatchewan; Ministry of Agriculture - Saskatchewan; University of Saskatchewan","keywords":"Microbiology; Biology; Biofilm; Antibiotic resistance; Outbreak; Escherichia coli; Antimicrobial; Flock; Antibiotics; Bacteria; Virology; Gene","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":[0.0003192002,0.0005511758,0.000365828,0.001415464,0.0008183319,0.0007007198,0.0004010455,0.0004920214,0.0009571759],"category_scores_gemma":[0.00065281,0.0005732351,0.000401674,0.001156604,0.000587499,0.0002464872,0.0006272383,0.0005288359,0.0002474227],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002206619,"about_ca_system_score_gemma":0.001994723,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4056742,"about_ca_topic_score_gemma":0.6725664,"domain_scores_codex":[0.9995864,0.0000377139,0.00005907573,0.0001182092,0.0000951348,0.0001035301],"domain_scores_gemma":[0.9991186,0.000120441,0.0001877185,0.00004701532,0.0003480777,0.0001782436],"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":[0.0004118896,0.0001391321,0.8297125,0.00009039881,0.0001268654,0.001072373,0.001295533,0.0002224346,0.163011,0.00003189742,0.0002157582,0.003670201],"study_design_scores_gemma":[0.00000634221,0.00009339651,0.9959831,0.000009064519,0.0000277075,0.0002477081,0.00092335,0.0001282156,0.002394346,0.000005215278,0.000171666,0.000009790442],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991111,0.00007564331,0.00005039911,0.00002759906,0.00000261161,0.00001651432,0.0004092028,0.000002055295,0.0003048446],"genre_scores_gemma":[0.99769,0.0002136403,0.0002472883,0.00008413224,0.000002447733,0.00002377621,0.001056603,0.000003137669,0.0006789345],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5943258,"threshold_uncertainty_score":0.8066257,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004737838627599516,"score_gpt":0.1928979135424633,"score_spread":0.1881600749148638,"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."}}