{"id":"W4416208687","doi":"10.1002/mbo3.70152","title":"Rectal Carriage of Sequence Type 307 <i>Klebsiella pneumoniae</i> High‐Risk Clone Harboring Multiple Carbapenemase Genes in Community Hospitals Gauteng, South Africa","year":2025,"lang":"en","type":"article","venue":"MicrobiologyOpen","topic":"Antibiotic Resistance in Bacteria","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"MD Precision (Canada); University of Calgary","funders":"National Health Laboratory Service; University of Pretoria; National Research Foundation","keywords":"Carriage; Plasmid; Klebsiella pneumoniae; Molecular epidemiology; clone (Java method); Polymerase chain reaction; Transmission (telecommunications); Drug resistance","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005902811,0.0002691869,0.0004640178,0.0001103634,0.00013705,0.00002318129,0.0006935142,0.0003496593,0.00001799634],"category_scores_gemma":[0.0003675511,0.0002630113,0.0000996466,0.0003233683,0.0003189754,0.000008113235,0.0005566911,0.000347148,0.00001194821],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004802355,"about_ca_system_score_gemma":0.0001616008,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001068895,"about_ca_topic_score_gemma":0.0007001653,"domain_scores_codex":[0.9980423,0.0005548075,0.0004971917,0.000451172,0.00004747991,0.0004069875],"domain_scores_gemma":[0.9986367,0.00009665681,0.0002527973,0.0008303598,0.0001337589,0.00004968665],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001510334,0.00005758069,0.2704622,0.00004605291,0.00006672126,0.000006256422,0.0002178947,0.00003145065,0.7285311,0.00001419387,0.0002445479,0.0001709197],"study_design_scores_gemma":[0.001126203,0.000330643,0.09726372,0.0001531425,0.00005341823,0.0000077388,0.0005883648,0.0000111954,0.8959102,0.00004296394,0.004136723,0.0003756833],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964485,0.001665892,0.00006172692,0.00003900074,0.0004160745,0.000424838,0.000292665,0.00001708549,0.0006342398],"genre_scores_gemma":[0.9972435,0.0004921413,0.001154593,0.0000712384,0.00004397895,0.00001260793,0.0002550643,0.00002555395,0.0007012977],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1731985,"threshold_uncertainty_score":0.9999822,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01178740609167298,"score_gpt":0.24541129758574,"score_spread":0.233623891494067,"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."}}