{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002318002,0.0006455409,0.0002289708,0.001103304,0.0007523875,0.0006140285,0.0002487077,0.0003379437,0.001866709],"category_scores_gemma":[0.0009652643,0.0003746993,0.0001539674,0.001115605,0.0005726661,0.0004167576,0.0005270741,0.0002608218,0.0002005252],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007190864,"about_ca_system_score_gemma":0.0009578551,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04130655,"about_ca_topic_score_gemma":0.05760772,"domain_scores_codex":[0.9996495,0.00006705026,0.00002870442,0.00007276455,0.00004222871,0.0001397324],"domain_scores_gemma":[0.9992835,0.0001026702,0.0003601235,0.00002039964,0.00008000786,0.000153295],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001058588,0.00003370305,0.9886664,0.00006934827,0.00001815234,0.001555254,0.001382783,0.00004017143,0.005458634,0.00002837995,0.0001708169,0.002470582],"study_design_scores_gemma":[0.000009239025,0.0001519644,0.9946862,0.00003396435,0.00001172712,0.001494426,0.002878295,0.00006544883,0.0003510411,0.0000174263,0.0002927227,0.000007436832],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997041,0.00005502838,0.00001521787,0.00001884927,0.000001329587,0.000007614602,0.00005995195,0.000001292586,0.0001366321],"genre_scores_gemma":[0.9997476,0.00006858789,0.00004019504,0.00002041606,0.000002986001,0.000005438309,0.00004004769,7.874589e-7,0.00007406867],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04130655,"threshold_uncertainty_score":0.08213222,"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."}}