{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005531695,0.0008420781,0.0004728605,0.002400042,0.001615662,0.001031763,0.0005748695,0.0006777517,0.001715248],"category_scores_gemma":[0.001947729,0.0005478698,0.0003767557,0.002395674,0.0008361457,0.0006149538,0.001566066,0.0005248109,0.0002534558],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002031184,"about_ca_system_score_gemma":0.002418133,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05376589,"about_ca_topic_score_gemma":0.07268517,"domain_scores_codex":[0.9991836,0.0001380374,0.0001250085,0.0001439848,0.0001423232,0.0002669428],"domain_scores_gemma":[0.9985695,0.000202028,0.0004279671,0.00005566346,0.0002882927,0.0004565268],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002139565,0.0002649214,0.9695096,0.0002210371,0.00005540168,0.006126591,0.01056115,0.0001148584,0.005546103,0.00006757548,0.0002685759,0.007050194],"study_design_scores_gemma":[0.00003942433,0.0003585467,0.9740648,0.00008224793,0.00004107546,0.003942873,0.01963023,0.0001636287,0.0005182732,0.00003359462,0.001103019,0.00002229366],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994456,0.00008394675,0.00004109009,0.00006684042,0.000002279247,0.00003853448,0.0001415242,0.000001283709,0.0001788364],"genre_scores_gemma":[0.9990182,0.000198366,0.0001740546,0.00007409613,0.000009220924,0.00004723976,0.0002592415,0.00000157324,0.000218066],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05376589,"threshold_uncertainty_score":0.1069059,"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."}}