{"id":"W4406520321","doi":"10.1093/infdis/jiaf036","title":"Virulent Bacteriophages for Controlling Shiga Toxin–Producing <i>Escherichia coli</i> (STEC) Without Inducing Toxin Production","year":2025,"lang":"en","type":"article","venue":"The Journal of Infectious Diseases","topic":"Bacteriophages and microbial interactions","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Virulence; Toxin; Escherichia coli; Microbiology; Shiga toxin; Biology; Shiga-like toxin; Virology; Gene; Genetics","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0003000457,0.0004208457,0.0002727448,0.0002489013,0.0002034404,0.0003734669,0.0003080199,0.0003923392,0.0009173848],"category_scores_gemma":[0.0003491568,0.0001829485,0.0003011927,0.0001701228,0.0002859863,0.0001972219,0.0002703118,0.0008478949,0.0002570809],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003324118,"about_ca_system_score_gemma":0.0004237912,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001089428,"about_ca_topic_score_gemma":0.002184806,"domain_scores_codex":[0.9997262,0.00004970927,0.00002656154,0.00003767373,0.00008641485,0.00007337745],"domain_scores_gemma":[0.9997081,0.00008564519,0.0000763995,0.00003942537,0.00003616733,0.00005430603],"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":[0.00006143581,0.00003371461,0.00008401813,0.00001400989,0.000002265184,0.00001462946,0.000009271749,0.00004815617,0.9991418,0.00009612573,0.00002835121,0.0004662366],"study_design_scores_gemma":[0.00002378755,0.0005730568,0.001767277,0.000008947981,0.00001441392,0.0001076899,0.00003452461,0.0008397366,0.9953977,0.00003897007,0.001186899,0.000007026868],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940773,0.000560177,0.00373911,0.00009126306,0.0000542311,0.0000581477,0.0001902124,0.00009522012,0.001134295],"genre_scores_gemma":[0.9901957,0.0003638919,0.00675966,0.00005241889,0.00001478357,0.00005158628,0.0005146707,0.00005752649,0.001989851],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001089428,"threshold_uncertainty_score":0.003068924,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007527214955338411,"score_gpt":0.2467645042210619,"score_spread":0.2392372892657235,"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."}}