{"id":"W4406943605","doi":"10.1093/ofid/ofae631.037","title":"100. Genomic epidemiology of carbapenemase-producing <i>Enterobacter</i> species in Toronto, Canada, 2007-2021","year":2025,"lang":"en","type":"article","venue":"Open Forum Infectious Diseases","topic":"Antibiotic Resistance in Bacteria","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"William Osler Health System; Public Health Ontario; University Health Network; University of Toronto; North York General Hospital; Public Health Agency of Canada; Ottawa Hospital; McGill University","funders":"","keywords":"Enterobacter; Medicine; Epidemiology; Pathogenic organism; Microbiology; Biology; Genetics; Internal medicine; Escherichia coli; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002015884,0.0002008267,0.000435449,0.00003664757,0.00008047347,0.00002256486,0.0004542026,0.000097267,0.0003491998],"category_scores_gemma":[0.0004173028,0.0002040411,0.00009234744,0.0000896581,0.0001094672,0.00001619154,0.0004831936,0.00006184798,0.000002905957],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003532254,"about_ca_system_score_gemma":0.0007425304,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4293881,"about_ca_topic_score_gemma":0.8755234,"domain_scores_codex":[0.9983855,0.0001676927,0.0004873841,0.0005040571,0.00006485428,0.0003904385],"domain_scores_gemma":[0.9989961,0.00006501397,0.0001912957,0.0005965467,0.00007288112,0.00007820156],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001247512,0.0001088204,0.9595418,0.00005189623,0.00008884224,0.00000519721,0.000006524887,0.00007737769,0.01762944,0.0006457256,0.02129534,0.0004242646],"study_design_scores_gemma":[0.0006537059,0.0001083085,0.9734471,0.0001126312,0.00003839337,0.000004243087,0.0002335779,0.000007824425,0.006053783,0.0002181674,0.01889903,0.0002232567],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9680609,0.003466458,0.00009201941,0.0002452481,0.0007257989,0.0004229983,0.0001428937,0.000005839438,0.02683792],"genre_scores_gemma":[0.9953999,0.0004521219,0.00008059383,0.0008900432,0.00008722703,0.00002378069,0.0001847437,0.00001848183,0.002863131],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4461353,"threshold_uncertainty_score":0.8320557,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008601515201314164,"score_gpt":0.2702451520324903,"score_spread":0.2616436368311762,"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."}}