{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002067902,0.0001200542,0.0001810941,0.00006195366,0.0000220133,0.00001303318,0.0001182471,0.0001384934,0.000008259111],"category_scores_gemma":[0.0000403125,0.0001068213,0.00003676011,0.0001588816,0.00004984279,0.000005917014,0.00007440089,0.00009936524,9.611501e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001668166,"about_ca_system_score_gemma":0.00003077335,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007018205,"about_ca_topic_score_gemma":0.0004336942,"domain_scores_codex":[0.9989097,0.0002223811,0.0002823181,0.0003595717,0.0000304987,0.0001955622],"domain_scores_gemma":[0.9995667,0.0000109298,0.00009991109,0.0002892821,0.00001861745,0.00001458147],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00002097438,0.00002453031,0.4080858,0.00001930693,0.000004356697,0.00001554707,0.00004949025,0.000002329532,0.5917249,0.00002940247,0.000006221716,0.0000171032],"study_design_scores_gemma":[0.0003351341,0.00004754827,0.6874002,0.00001610491,0.00001038517,0.00007652944,0.00003768332,0.000003029888,0.3118115,0.0000284383,0.0001347607,0.00009869948],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988626,0.0003647068,0.00007080474,0.0003549261,0.0001268249,0.0001568623,0.00003655939,0.000003029884,0.00002364721],"genre_scores_gemma":[0.998373,0.0002138315,0.0001258263,0.0002360931,0.00008449643,0.000003470908,0.0009301079,0.00001150554,0.00002172506],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2799134,"threshold_uncertainty_score":0.4356046,"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."}}