{"id":"W4410783906","doi":"10.3390/toxins17060267","title":"The Effect of Mitomycin C on Induction of Shiga Toxin Production in Clinical STEC Isolates","year":2025,"lang":"en","type":"article","venue":"Toxins","topic":"Escherichia coli research studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Provincial Laboratory of Public Health; University of Alberta","funders":"University of Alberta; Alberta Precision Laboratories; Alberta Health Services","keywords":"Shiga toxin; Mitomycin C; Toxin; Microbiology; Biology; Shiga-like toxin; Escherichia coli; Genetics; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008866189,0.00007387326,0.0001513261,0.00004553104,0.00004250827,0.00000400618,0.0001234553,0.0000922605,0.000001073055],"category_scores_gemma":[0.001481666,0.00004933608,0.0000668266,0.0001885274,0.0001559713,0.000001976917,0.0000935663,0.0001438065,0.000001012934],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001321866,"about_ca_system_score_gemma":0.00004871371,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003184591,"about_ca_topic_score_gemma":0.0002313204,"domain_scores_codex":[0.9990665,0.0002696137,0.0002679133,0.0001901127,0.000083934,0.00012192],"domain_scores_gemma":[0.9994487,0.0001319609,0.00007380572,0.0002770737,0.00005415494,0.00001427503],"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":[0.0009018698,0.0001209627,0.07479687,0.00008402706,0.0001022382,2.821891e-7,0.00003365887,0.00004815407,0.8938461,0.00009318165,0.001757162,0.02821548],"study_design_scores_gemma":[0.0004644018,0.001389795,0.1068766,0.00005303675,0.000009524886,2.731065e-7,0.00005402914,0.00002081742,0.8877108,0.0000383894,0.003337432,0.00004496529],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972779,0.0006976282,0.000007766883,0.0005706295,0.0002531535,0.0002914536,0.000001869732,0.000003897172,0.0008956599],"genre_scores_gemma":[0.9985777,0.0005700275,0.00003095163,0.00001588542,0.00009123758,0.00003122799,0.000002831722,0.00000476507,0.0006754478],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0320797,"threshold_uncertainty_score":0.2011867,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0133736002026687,"score_gpt":0.3444059961413936,"score_spread":0.3310323959387249,"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."}}