{"id":"W3198422488","doi":"10.32920/ryerson.14661768.v1","title":"Virulence response of escherichia coli O157:H7 to bile salts and short chain fatty acids","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Escherichia coli research studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"Hospital for Sick Children","keywords":"Microbiology; Virulence; Escherichia coli; Intimin; Pathogen; Adhesion; Biology; Bacteria; Enterobacteriaceae; Chemistry; Biochemistry; Gene","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":[0.0002622096,0.0003806398,0.0005644947,0.0001677776,0.0001148485,0.0003651346,0.0001446531,0.0004798892,0.0008349418],"category_scores_gemma":[0.0003531914,0.0001655784,0.0002705815,0.0001321556,0.0001652091,0.0001670308,0.0003403322,0.0004117472,0.000210878],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001505284,"about_ca_system_score_gemma":0.0002082952,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006866666,"about_ca_topic_score_gemma":0.0006343434,"domain_scores_codex":[0.9996419,0.0001048051,0.00002655986,0.00003195175,0.000109564,0.00008525164],"domain_scores_gemma":[0.9998083,0.00004608906,0.00002969355,0.0000129641,0.00006376962,0.00003929579],"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":[0.0003305454,0.0001476184,0.0009843328,0.00006637137,0.00001383337,0.000126879,0.00007706259,0.00006391377,0.9971473,0.00002711671,0.00003358992,0.00098145],"study_design_scores_gemma":[0.00003619363,0.007542663,0.04709364,0.00003408781,0.00004937157,0.000367861,0.0006681709,0.001183396,0.9418961,0.00007364491,0.001031057,0.0000236694],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988689,0.0003572034,0.0002189603,0.00005294353,0.00001893279,0.00001697373,0.00007384763,0.000005180844,0.0003869754],"genre_scores_gemma":[0.9971352,0.0004374826,0.000753945,0.00009710128,0.00001338412,0.00003189501,0.0002940219,0.000005621878,0.001231308],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008349418,"threshold_uncertainty_score":0.002793133,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02068499479536344,"score_gpt":0.307401201776458,"score_spread":0.2867162069810945,"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."}}