{"id":"W4402759272","doi":"10.3390/pathogens13100822","title":"Clinical Outcomes and Virulence Factors of Shiga Toxin-Producing Escherichia coli (STEC) from Southern Alberta, Canada, from 2020 to 2022","year":2024,"lang":"en","type":"article","venue":"Pathogens","topic":"Escherichia coli research studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Agency of Canada; Alberta Health Services; Alberta Health; University of Alberta","funders":"","keywords":"Virulence; Serotype; Escherichia coli; Biology; Shiga toxin; Microbiology; Genetics; Gene","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0004501926,0.0004556326,0.0002577094,0.001118733,0.001360102,0.0009458582,0.0005233183,0.000388308,0.0009367192],"category_scores_gemma":[0.00123264,0.0002297732,0.0002004063,0.001747515,0.0005737714,0.0002107657,0.0004988353,0.0004945832,0.0002257801],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00813581,"about_ca_system_score_gemma":0.009385033,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8997905,"about_ca_topic_score_gemma":0.9339785,"domain_scores_codex":[0.9994789,0.00002806789,0.00002693125,0.00005774342,0.0001947341,0.0002137835],"domain_scores_gemma":[0.9986361,0.00004916623,0.0001656558,0.00002622076,0.0006143608,0.0005083868],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003480573,0.0000788005,0.9935569,0.00001734266,0.00001960336,0.0007696411,0.0003782902,0.00009407937,0.00102817,0.00002455649,0.0005752154,0.003109219],"study_design_scores_gemma":[0.000007135259,0.0000865261,0.9984581,0.00001067268,0.000008054708,0.0002442519,0.0005967215,0.00005379756,0.00008753878,0.000007163076,0.00043611,0.000003966517],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961324,0.0004558993,0.00004590236,0.0001009993,0.00001300143,0.00002915745,0.001460471,0.000006002446,0.001756305],"genre_scores_gemma":[0.9956961,0.0003395551,0.00009044894,0.0001091012,0.000009590854,0.00001186817,0.002751632,0.000003149583,0.0009886697],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1002095,"threshold_uncertainty_score":0.2015993,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01665728572605411,"score_gpt":0.2900961265672329,"score_spread":0.2734388408411788,"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."}}