{"id":"W4307029543","doi":"10.1007/s10096-022-04514-4","title":"Klebsiella pneumoniae ST147: and then there were three carbapenemases","year":2022,"lang":"en","type":"article","venue":"European Journal of Clinical Microbiology & Infectious Diseases","topic":"Antibiotic Resistance in Bacteria","field":"Biochemistry, Genetics and Molecular Biology","cited_by":16,"is_retracted":false,"has_abstract":false,"ca_institutions":"Provincial Laboratory of Public Health; Calgary Laboratory Services; University of Calgary","funders":"Alberta Precision Laboratories","keywords":"Klebsiella pneumoniae; Plasmid; Biology; Escherichia coli; Microbiology; Whole genome sequencing; Medical microbiology; Enterobacteriaceae; Klebsiella; Genome; Gene; Virology; Genetics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003385888,0.0006121691,0.0005085052,0.0006146951,0.000655121,0.001590769,0.0002584205,0.001357657,0.004687552],"category_scores_gemma":[0.00187812,0.0002759174,0.0006700723,0.0009781007,0.0003767898,0.0006515784,0.0005806125,0.001060024,0.001010961],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009457736,"about_ca_system_score_gemma":0.001282001,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007911152,"about_ca_topic_score_gemma":0.007391457,"domain_scores_codex":[0.9992566,0.00002822674,0.0001209525,0.0001189455,0.0002772252,0.0001981437],"domain_scores_gemma":[0.998948,0.000203979,0.0002030052,0.00006928173,0.0004056744,0.0001699734],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002994282,0.0003946846,0.629863,0.001025063,0.0001967517,0.048961,0.002340201,0.0002898992,0.1803908,0.001248235,0.005585483,0.1267107],"study_design_scores_gemma":[0.0001490484,0.0009821466,0.6387371,0.0004726032,0.0006557955,0.08219567,0.005180588,0.0007904496,0.1815363,0.001223771,0.08792245,0.0001540657],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9864987,0.002232856,0.0008262475,0.002048006,0.0002464853,0.00008730629,0.00138815,0.00007950321,0.006592755],"genre_scores_gemma":[0.9862554,0.0009609394,0.002008952,0.001195771,0.0000759055,0.00002387293,0.001758281,0.00003671104,0.007684213],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007911152,"threshold_uncertainty_score":0.0157302,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01462144926064382,"score_gpt":0.2791967973773128,"score_spread":0.2645753481166691,"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."}}