{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002271679,0.0003024326,0.0002564242,0.0007190426,0.002597358,0.0009580298,0.0007484743,0.0003017307,0.002308668],"category_scores_gemma":[0.00075099,0.0003048297,0.000191948,0.001428581,0.0004782181,0.0002317748,0.0006891874,0.0008722392,0.0002364609],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01015853,"about_ca_system_score_gemma":0.01183391,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9896709,"about_ca_topic_score_gemma":0.9961225,"domain_scores_codex":[0.9996809,0.00002689373,0.00001942316,0.00004117957,0.00009633383,0.0001353931],"domain_scores_gemma":[0.9990599,0.0000276617,0.00009740995,0.00001548773,0.0004650968,0.0003345392],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007314091,0.00008061367,0.9853089,0.00006461294,0.00002976579,0.0003951102,0.001251661,0.00006271216,0.0004780314,0.00003591372,0.002814464,0.00940515],"study_design_scores_gemma":[0.000006922588,0.00002922783,0.9949027,0.00006200698,0.00001353767,0.0001336925,0.003861745,0.00007495321,0.00005507898,0.00000893326,0.0008439643,0.000007194867],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930501,0.0007658017,0.00005938935,0.0005683741,0.00001847569,0.00006733173,0.001871034,0.000008200228,0.003591367],"genre_scores_gemma":[0.9961776,0.001083949,0.00008150405,0.0002430321,0.000008602959,0.0000162803,0.0007822592,0.000003949426,0.001602796],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01032907,"threshold_uncertainty_score":0.07370561,"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."}}