{"id":"W4327944393","doi":"10.1016/j.fm.2023.104267","title":"Association of resistance to quaternary ammonium compounds and organic acids with genetic markers and their relationship to Escherichia coli serogroup","year":2023,"lang":"en","type":"article","venue":"Food Microbiology","topic":"Antibiotic Resistance in Bacteria","field":"Biochemistry, Genetics and Molecular Biology","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"Agriculture and Agri-Food Canada; University of Lethbridge","funders":"Beef Cattle Research Council","keywords":"Escherichia coli; Peracetic acid; Microbiology; Hand sanitizer; Biology; Biofilm; Bacteria; Ammonium; Locus (genetics); Gene; rpoS; Chemistry; Genetics; Biochemistry; Organic chemistry","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":[0.0006210118,0.0004379366,0.000381896,0.001566308,0.0003307466,0.000618901,0.0002485399,0.0005313387,0.002433641],"category_scores_gemma":[0.002233204,0.0002738746,0.0004369142,0.00137814,0.0005579101,0.0002812454,0.0003714187,0.0008032095,0.0004661548],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001427674,"about_ca_system_score_gemma":0.0001692072,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001436215,"about_ca_topic_score_gemma":0.0009288224,"domain_scores_codex":[0.9992955,0.000237646,0.00006448742,0.0001471102,0.0001011881,0.0001541965],"domain_scores_gemma":[0.9959772,0.001386553,0.001422377,0.0002350436,0.0003891602,0.0005896774],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001398365,0.0002664417,0.9550855,0.00002186605,0.0001085683,0.0002985016,0.0003545325,0.000112601,0.0397744,0.0000827223,0.00006014056,0.002436481],"study_design_scores_gemma":[0.000006069677,0.0004753407,0.9962269,0.000006865414,0.00002513346,0.0003709313,0.0003348905,0.0001282492,0.002175701,0.00003971554,0.0002044746,0.00000563342],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991555,0.00008748804,0.0001367273,0.00001493989,0.000006968762,0.000003355083,0.0001212241,0.00000277269,0.0004709229],"genre_scores_gemma":[0.9994036,0.00003522011,0.0001139082,0.00001081558,0.000004534774,0.000002218003,0.00009746002,0.000002646548,0.0003296059],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002433641,"threshold_uncertainty_score":0.008141279,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006935802233761776,"score_gpt":0.2077631026262416,"score_spread":0.2008273003924798,"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."}}