{"id":"W3200903400","doi":"10.1128/aem.01126-21","title":"Biofilm-Forming Capacity of Escherichia coli Isolated from Cattle and Beef Packing Plants: Relation to Virulence Attributes, Stage of Processing, Antimicrobial Interventions, and Heat Tolerance","year":2021,"lang":"en","type":"article","venue":"Applied and Environmental Microbiology","topic":"Bacterial biofilms and quorum sensing","field":"Biochemistry, Genetics and Molecular Biology","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada; University of Lethbridge","funders":"Beef Cattle Research Council","keywords":"Biofilm; Escherichia coli; Virulence; Antimicrobial; Bacteria; Contamination; Strain (injury)","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003322794,0.0002551236,0.0002452652,0.0005692065,0.0002565383,0.0003981167,0.0001001732,0.0002210572,0.0007679584],"category_scores_gemma":[0.0006258007,0.0001325543,0.0001716005,0.0003700204,0.0001801551,0.0002428577,0.0003182443,0.0003099225,0.0001162966],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001420071,"about_ca_system_score_gemma":0.0002178464,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003503322,"about_ca_topic_score_gemma":0.003660787,"domain_scores_codex":[0.9997216,0.00004467868,0.00002405396,0.00004513082,0.0000774346,0.00008706829],"domain_scores_gemma":[0.9994383,0.0001872101,0.00008272448,0.00002266726,0.0001483755,0.0001207974],"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":[0.0002138884,0.00008887265,0.02670638,0.00004887812,0.00001314902,0.00004076845,0.0002808108,0.00003529104,0.970446,0.00002543557,0.0000162802,0.00208424],"study_design_scores_gemma":[0.000007212412,0.001676968,0.7333371,0.00001404583,0.00005292587,0.0004398708,0.001289823,0.0006631665,0.2620303,0.00005017739,0.0004159203,0.00002248772],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995819,0.00009363632,0.0001084533,0.000006589411,0.000001996242,0.000004439101,0.00006345825,0.000001240489,0.0001381905],"genre_scores_gemma":[0.9990264,0.00008554843,0.0003487714,0.00001016954,0.000002901932,0.000004773478,0.0002327906,0.00000161938,0.0002870819],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003503322,"threshold_uncertainty_score":0.006965876,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009665292401819242,"score_gpt":0.2032322892468791,"score_spread":0.1935669968450598,"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."}}