{"id":"W4384257605","doi":"10.3201/eid2908.230323","title":"Multidrug Resistant <i>Shigella sonnei</i> Bacteremia among Persons Experiencing Homelessness, Vancouver, British Columbia, Canada","year":2023,"lang":"en","type":"article","venue":"Emerging infectious diseases","topic":"Escherichia coli research studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Shigella sonnei; Shigella; Bacteremia; Shigellosis; Genotype; Multiple drug resistance; Medicine; Transmission (telecommunications); Virology; Microbiology; Biology; Drug resistance; Antibiotics; Salmonella; Genetics; Bacteria","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001265195,0.0002111385,0.0002741121,0.00004594366,0.0008031933,0.0002204172,0.0002422383,0.00008303842,0.00007999023],"category_scores_gemma":[0.0004974818,0.0003169991,0.000140675,0.0004606727,0.0001658457,0.00001611088,0.000334769,0.0001599831,0.000004346623],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001690769,"about_ca_system_score_gemma":0.0006723019,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7726277,"about_ca_topic_score_gemma":0.9957099,"domain_scores_codex":[0.9979041,0.0001120121,0.0002507081,0.0006048532,0.0004052789,0.0007230029],"domain_scores_gemma":[0.9990188,0.000059496,0.00009958848,0.000384596,0.00015669,0.0002808348],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002156863,0.00007998481,0.7345275,0.0001245202,0.0001674002,0.0001731836,0.0003136386,0.0002130556,0.0182264,7.763502e-7,0.2451211,0.001030827],"study_design_scores_gemma":[0.00152515,0.0001855031,0.862694,0.000193439,0.00008615023,0.000009525421,0.01010242,0.0004241293,0.001896873,0.000025066,0.1216868,0.001170928],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964153,0.001078256,0.0000148891,0.0000244995,0.000742731,0.000265923,0.0002133284,0.0001839486,0.001061139],"genre_scores_gemma":[0.9944218,0.0005960558,0.00001306768,0.0001210986,0.0003440244,0.0002163024,0.000136854,0.000064562,0.004086256],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2230822,"threshold_uncertainty_score":0.9999282,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004382714662451338,"score_gpt":0.2177447354925929,"score_spread":0.2133620208301416,"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."}}