{"id":"W3211172340","doi":"10.3390/toxins13110755","title":"Identification of Shiga-Toxin-Producing Shigella Infections in Travel and Non-Travel Related Cases in Alberta, Canada","year":2021,"lang":"en","type":"article","venue":"Toxins","topic":"Escherichia coli research studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Stollery Children's Hospital; Alberta Children's Hospital; Provincial Laboratory of Public Health; Women and Children’s Health Research Institute; University of Calgary; University of Alberta","funders":"","keywords":"Shigella; Shiga toxin; Serotype; Shigella flexneri; Phylogenetic tree; Biology; Shigella dysenteriae; Clade; Shigellosis; Microbiology; Virology; Escherichia coli; Gene; Genetics","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":[0.0002386675,0.0004597637,0.0002533839,0.00234507,0.002143184,0.0009268391,0.0008479212,0.0003798094,0.001694115],"category_scores_gemma":[0.0006654898,0.0003037178,0.0002263452,0.002380188,0.0006482633,0.0001790483,0.0006611985,0.0003939461,0.0001984085],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01035684,"about_ca_system_score_gemma":0.01411044,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9787513,"about_ca_topic_score_gemma":0.9896563,"domain_scores_codex":[0.9995548,0.00002286512,0.00001805282,0.00004849228,0.0001955259,0.0001601329],"domain_scores_gemma":[0.9993838,0.00002599674,0.00006065558,0.00001239906,0.0002888598,0.0002281727],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001043586,0.00005738771,0.9875036,0.00003927313,0.0000241452,0.002417424,0.001226802,0.000145571,0.002569911,0.000117478,0.0008510668,0.004943049],"study_design_scores_gemma":[0.000005259824,0.00004425781,0.9937878,0.00002821419,0.00001669572,0.001183305,0.003330663,0.0002269764,0.0003010834,0.00001740837,0.001048595,0.000009708438],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954004,0.0005675707,0.00009843965,0.0001087964,0.00001207958,0.00004917205,0.0008564878,0.00001141929,0.002895582],"genre_scores_gemma":[0.9970111,0.0006963216,0.0002159658,0.00007787889,0.000005262249,0.000006902573,0.000751328,0.000004139441,0.001231126],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0212487,"threshold_uncertainty_score":0.07514441,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009779139824679393,"score_gpt":0.259638107058559,"score_spread":0.2498589672338796,"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."}}