{"id":"W4385741400","doi":"10.3390/ani13162577","title":"Commensal Escherichia coli Strains of Bovine Origin Competitively Mitigated Escherichia coli O157:H7 in a Gnotobiotic Murine Intestinal Colonization Model with or without Physiological Stress","year":2023,"lang":"en","type":"article","venue":"Animals","topic":"Escherichia coli research studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Thompson Rivers University; University of Lethbridge; Canadian Food Inspection Agency; Public Health Agency of Canada; Alberta Health Services; Chinook Regional Hospital; University of Alberta; Agriculture and Agri-Food Canada","funders":"Agriculture and Agri-Food Canada; University of Alberta; University of Lethbridge","keywords":"Biology; Microbiology; Escherichia coli; Colonization; Pathogen; Colonisation resistance; Cecum; Host (biology); Bacteria; Microbiome; Gene; Genetics; Ecology","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":[0.0005467198,0.001206225,0.0008747531,0.0008897908,0.0003488794,0.0005580824,0.0005098524,0.00100129,0.001600861],"category_scores_gemma":[0.0002583838,0.00047161,0.0006812746,0.0003238144,0.0006821813,0.000533935,0.0004432653,0.002323784,0.0004658419],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004845033,"about_ca_system_score_gemma":0.000584852,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009633147,"about_ca_topic_score_gemma":0.00246072,"domain_scores_codex":[0.9990715,0.0001620895,0.00009144643,0.0002078103,0.0001772225,0.0002899244],"domain_scores_gemma":[0.9993686,0.00004414075,0.000173605,0.00006860683,0.0000614746,0.0002836456],"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":[0.003262262,0.001988122,0.0005642374,0.0001454879,0.00002063376,0.0001331765,0.0001307471,0.0001604196,0.9916804,0.0001317273,0.0001202559,0.00166249],"study_design_scores_gemma":[0.0006066388,0.05683097,0.01607561,0.0001047551,0.0001989271,0.000761045,0.0005389592,0.003025316,0.9165353,0.0003016001,0.004957235,0.0000637175],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951042,0.001108884,0.001564003,0.0002292863,0.0001374061,0.0001181573,0.0005468079,0.00008422889,0.001106986],"genre_scores_gemma":[0.9873838,0.001659571,0.003806707,0.0003446853,0.00008727785,0.000382259,0.0009906826,0.00004204468,0.005302838],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001600861,"threshold_uncertainty_score":0.005355418,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04555077754807432,"score_gpt":0.318284590617684,"score_spread":0.2727338130696096,"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."}}