{"id":"W2806426504","doi":"10.3389/fmicb.2018.01280","title":"Acinetobacter baumannii: Epidemiological and Beta-Lactamase Data From Two Tertiary Academic Hospitals in Tshwane, South Africa","year":2018,"lang":"en","type":"article","venue":"Frontiers in Microbiology","topic":"Antibiotic Resistance in Bacteria","field":"Biochemistry, Genetics and Molecular Biology","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"Calgary Laboratory Services; University of Calgary","funders":"National Health Laboratory Service","keywords":"Acinetobacter baumannii; Multilocus sequence typing; Colistin; Tigecycline; Pulsed-field gel electrophoresis; Microbiology; Molecular epidemiology; Biology; Typing; Multiplex polymerase chain reaction; Epidemiology; Medicine; Genotype; Gene; Polymerase chain reaction; Antimicrobial; Genetics; Bacteria; Pseudomonas aeruginosa; Internal medicine","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":[0.0006716528,0.0003457242,0.0006052126,0.0001269305,0.00005326019,0.00001723181,0.0008922439,0.0007050285,0.00006928837],"category_scores_gemma":[0.000365392,0.0002981119,0.00005510422,0.0001177842,0.0009295695,0.00001906549,0.0008340151,0.0004297196,0.0000300457],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003888916,"about_ca_system_score_gemma":0.00005558064,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004250632,"about_ca_topic_score_gemma":0.0001011061,"domain_scores_codex":[0.9969927,0.0004454346,0.000645821,0.001215318,0.00004009109,0.0006606553],"domain_scores_gemma":[0.9986328,0.00006714042,0.0002001503,0.0009651759,0.00003386994,0.0001008248],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002174138,0.00002018439,0.6662104,0.000005796877,0.00004381008,0.00001382176,0.0001175877,7.396405e-7,0.3071356,0.000003853539,0.02552277,0.0007080657],"study_design_scores_gemma":[0.00263425,0.0003798256,0.9096837,0.000101881,0.00005337082,0.00003680641,0.0003580811,0.0001739454,0.02471246,0.0006450645,0.06037413,0.0008464614],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9909147,0.005235104,0.001687128,0.0003274972,0.0007607195,0.0002975992,0.0006158042,0.00001597338,0.0001454885],"genre_scores_gemma":[0.9826146,0.0005661188,0.01349601,0.0006764482,0.0005282974,0.000007174845,0.001924578,0.00003116143,0.0001555867],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2824231,"threshold_uncertainty_score":0.9999471,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02228939639224071,"score_gpt":0.2775235595192458,"score_spread":0.2552341631270051,"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."}}