{"id":"W4409894614","doi":"10.3390/tropicalmed10050120","title":"An Outbreak of Multidrug-Resistant Shigella flexneri Serotype 2a Among People Experiencing Homelessness in Vancouver","year":2025,"lang":"en","type":"review","venue":"Tropical Medicine and Infectious Disease","topic":"Escherichia coli research studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver Coastal Health; University of British Columbia; Providence Health Care","funders":"Providence Health Care","keywords":"Shigella flexneri; Outbreak; Serotype; Shigellosis; Shigella; Virology; Environmental health; Multiple drug resistance; Medicine; Geography; Microbiology; Biology; Salmonella; Drug resistance; Escherichia coli; Bacteria","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001097121,0.0007157564,0.0007438804,0.001967474,0.0004385359,0.001363356,0.001130358,0.001419761,0.000850385],"category_scores_gemma":[0.001737874,0.000255452,0.0003145945,0.002280582,0.0008322694,0.0005708933,0.0006891425,0.0009795952,0.0003074627],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002930443,"about_ca_system_score_gemma":0.009093214,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.125158,"about_ca_topic_score_gemma":0.1954264,"domain_scores_codex":[0.9996198,0.00006164636,0.00006201407,0.00005500554,0.0001440133,0.00005750475],"domain_scores_gemma":[0.999055,0.000215695,0.000150337,0.00001746167,0.0004210448,0.0001405515],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001503088,0.00004799496,0.002446477,0.03399817,0.0001770451,0.0009261824,0.0006564029,0.0002982138,0.000856319,0.000896257,0.02683089,0.9327158],"study_design_scores_gemma":[0.00008175934,0.0005093782,0.02781984,0.04246093,0.0005867476,0.004017999,0.001340102,0.0001488265,0.0008198112,0.0007505243,0.9213849,0.00007925981],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0006505115,0.9981481,0.00002023085,0.0005663044,0.000154249,0.000005024297,0.00001635934,0.000003130995,0.0004361334],"genre_scores_gemma":[0.00258298,0.9968611,0.00003005037,0.0002177965,0.00008980698,0.000003255841,0.00002213049,7.242157e-7,0.0001922436],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8748419,"threshold_uncertainty_score":0.2488591,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01537052192214497,"score_gpt":0.3337956975817982,"score_spread":0.3184251756596532,"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."}}