{"id":"W3214132913","doi":"10.1128/spectrum.01122-21","title":"Fecal Carriage and Molecular Characterization of Carbapenemase-Producing <i>Enterobacterales</i> in the Pediatric Population in Qatar","year":2021,"lang":"en","type":"article","venue":"Microbiology Spectrum","topic":"Antibiotic Resistance in Bacteria","field":"Biochemistry, Genetics and Molecular Biology","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Sidra Medicine; Society of Interventional Radiology Foundation","keywords":"Carriage; Population; Feces; Peninsula; Geography; Molecular epidemiology; Biology; Demography; Evolutionary biology; Genetics; Environmental health; Medicine; Genotype; Ecology; Gene","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":[0.0002875345,0.0002497497,0.0002180819,0.000582922,0.0003532127,0.0004803208,0.0002312653,0.0004001048,0.001218076],"category_scores_gemma":[0.0007887306,0.0001999662,0.0001800096,0.0004237379,0.0003334266,0.0003852313,0.000284362,0.0003250966,0.000182062],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003349239,"about_ca_system_score_gemma":0.0004205642,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007792048,"about_ca_topic_score_gemma":0.0058624,"domain_scores_codex":[0.9997382,0.00004662018,0.00002325084,0.00006046267,0.00004330482,0.0000882094],"domain_scores_gemma":[0.9996771,0.00004630867,0.0001303193,0.00001833972,0.00007393191,0.00005407602],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006844964,0.00005272768,0.9897687,0.00002664947,0.00001743088,0.0005074266,0.0005226013,0.00006337425,0.004858852,0.00005481018,0.0001991904,0.003859807],"study_design_scores_gemma":[0.00000428153,0.0002439921,0.9956286,0.00002091058,0.00001326395,0.001714293,0.001249088,0.0001511692,0.0005156058,0.00003153405,0.000423083,0.000004150576],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994561,0.0001424373,0.0001003243,0.0000398439,0.000002240273,0.000004530356,0.0001291015,0.000002154896,0.0001232129],"genre_scores_gemma":[0.9991909,0.0001869588,0.0001971935,0.00008099707,0.00000796008,0.000004537468,0.0002106606,0.000001336842,0.0001195082],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007792048,"threshold_uncertainty_score":0.01549339,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004013312067190479,"score_gpt":0.2069513111751832,"score_spread":0.2029379991079927,"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."}}