{"id":"W3096838839","doi":"10.1139/cjm-2020-0339","title":"The progress of type II persisters of <i>Escherichia coli</i> O157:H7 to a non-culturable state during prolonged exposure to antibiotic stress with revival being aided through acid-shock treatment and provision of methyl pyruvate","year":2020,"lang":"en","type":"article","venue":"Canadian Journal of Microbiology","topic":"Escherichia coli research studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"Ministry of Agriculture, Food and Rural Affairs; Natural Sciences and Engineering Research Council of Canada; Ontario Ministry of Agriculture, Food and Rural Affairs","keywords":"Escherichia coli; Microbiology; Antibiotics; Ampicillin; Multidrug tolerance; Bacteria; Biology; Osmotic shock; Antibiotic resistance; Dormancy; Incubation; Biochemistry; Botany; Biofilm; Gene; Genetics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.000128737,0.0002346563,0.0002632195,0.000155726,0.000107197,0.0003781969,0.0001819708,0.0002683979,0.0007091201],"category_scores_gemma":[0.0001916444,0.0001017119,0.0002735208,0.0001580172,0.0001294825,0.0002647101,0.0002170644,0.0003998903,0.000231324],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001422496,"about_ca_system_score_gemma":0.0002189146,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008279908,"about_ca_topic_score_gemma":0.0006756835,"domain_scores_codex":[0.9998736,0.0000115789,0.00001479829,0.00003222333,0.00002842002,0.00003940731],"domain_scores_gemma":[0.9998367,0.0000206237,0.00004800316,0.0000175273,0.00004816857,0.00002899209],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0001086667,0.00002486212,0.0012143,0.00003604782,0.000003815188,0.00006786799,0.00007028166,0.00002199882,0.9963467,0.00003185814,0.00003507231,0.002038534],"study_design_scores_gemma":[0.00001008429,0.001764339,0.06420765,0.00002922804,0.0000315115,0.0003509153,0.0004379762,0.0006422303,0.9297499,0.0001060187,0.002650016,0.00002016843],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971228,0.0006533664,0.001093666,0.00005722516,0.00001946656,0.00003436761,0.0002556185,0.00002824397,0.0007351683],"genre_scores_gemma":[0.9934716,0.0003997321,0.001582637,0.0001024711,0.00001229953,0.00004921831,0.0008447612,0.00001879112,0.003518422],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008279908,"threshold_uncertainty_score":0.002372205,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01048061044221232,"score_gpt":0.2367184702516709,"score_spread":0.2262378598094586,"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."}}