{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004901091,0.0004742169,0.000505327,0.0003916294,0.0002288789,0.0002966413,0.0002116515,0.0003782051,0.001221042],"category_scores_gemma":[0.001050498,0.0001558075,0.0002482585,0.0002868317,0.0002649151,0.0001716593,0.0002652553,0.0005241875,0.0002645951],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001890806,"about_ca_system_score_gemma":0.0002449842,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009051533,"about_ca_topic_score_gemma":0.00135104,"domain_scores_codex":[0.9993252,0.0003629579,0.00006587508,0.00006519446,0.00007574413,0.0001050233],"domain_scores_gemma":[0.9990106,0.000551653,0.0001018388,0.00007784531,0.0001255942,0.0001324403],"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":[0.003394625,0.0009457631,0.001876569,0.0002470205,0.00005140468,0.0002829226,0.0001387924,0.0003889356,0.9849799,0.00005355502,0.0002483888,0.007392208],"study_design_scores_gemma":[0.0001794848,0.01191032,0.03157245,0.00005318143,0.00008854958,0.000373211,0.00009521698,0.00136109,0.9518322,0.00003701303,0.002476522,0.00002071222],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948866,0.002864624,0.0004344391,0.0001060545,0.00006614238,0.00007824092,0.0002053619,0.00003263642,0.001325835],"genre_scores_gemma":[0.9968296,0.001093779,0.0009223272,0.00005199235,0.00005872063,0.00004966778,0.0003412126,0.000009813987,0.0006428717],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001221042,"threshold_uncertainty_score":0.004084766,"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."}}