{"id":"W3098086588","doi":"10.3389/fmicb.2020.581711","title":"Molecular Characterization of Extended-Spectrum β-Lactamase–Producing Escherichia coli and Klebsiella pneumoniae Among the Pediatric Population in Qatar","year":2020,"lang":"en","type":"article","venue":"Frontiers in Microbiology","topic":"Antibiotic Resistance in Bacteria","field":"Biochemistry, Genetics and Molecular Biology","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"British Columbia Centre for Disease Control; Society of Interventional Radiology Foundation","keywords":"Klebsiella pneumoniae; Amikacin; Microbiology; Escherichia coli; Gentamicin; Biology; Ciprofloxacin; Beta-lactamase; Population; Antibiotic resistance; Plasmid; Ceftazidime; Antibiotics; Gene; Bacteria; Medicine; Genetics; Pseudomonas aeruginosa","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":[0.0004197797,0.0003398358,0.0002679093,0.0009678441,0.0003774214,0.000432689,0.0003104876,0.0004018622,0.001108432],"category_scores_gemma":[0.0009608669,0.0002829412,0.000207106,0.0009109778,0.000376612,0.0003241273,0.0002869605,0.0003020424,0.0002241499],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004698428,"about_ca_system_score_gemma":0.0006393395,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007246322,"about_ca_topic_score_gemma":0.006255041,"domain_scores_codex":[0.9996623,0.00004369416,0.00003702544,0.00009813464,0.00008165371,0.00007715263],"domain_scores_gemma":[0.999443,0.00006782267,0.0002340437,0.00002040401,0.0001604134,0.00007436357],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004989246,0.00003239945,0.9886597,0.00004094686,0.00001422548,0.0005859567,0.0005902878,0.00008253504,0.007179233,0.00003277148,0.00013084,0.002601234],"study_design_scores_gemma":[0.000004007215,0.0001863642,0.9959313,0.00002155936,0.00001313493,0.0015051,0.0009534388,0.0001241747,0.0008559065,0.00001425392,0.0003871206,0.000003449964],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992564,0.0002378473,0.00008384117,0.0000305017,0.000001946364,0.000008874487,0.0002442871,0.000002312288,0.0001338377],"genre_scores_gemma":[0.9983834,0.0003780487,0.0002939167,0.00007368162,0.000007007798,0.00001007796,0.0007327998,0.000001526474,0.0001194606],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007246322,"threshold_uncertainty_score":0.01440829,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00363331990176221,"score_gpt":0.1914745686348468,"score_spread":0.1878412487330846,"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."}}