{"id":"W4394977187","doi":"10.1016/j.ijregi.2024.100368","title":"Clinical, phenotypic, and genotypic characteristics of ESBL-producing Salmonella enterica bloodstream infections from Qatar","year":2024,"lang":"en","type":"article","venue":"IJID Regions","topic":"Salmonella and Campylobacter epidemiology","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Weill Cornell Medical College; University of British Columbia; Medical Research Council; Hamad Medical Corporation","keywords":"Salmonella enterica; Colistin; Salmonella; Biology; Tigecycline; Antibiotic resistance; Multiple drug resistance; Microbiology; Serotype; Genotype; Meropenem; Resistome; Antimicrobial; Drug resistance; Antibiotics; Gene; Genetics; Integron; Bacteria","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002728016,0.0001690048,0.0003851609,0.00002302999,0.0001479082,0.00004682592,0.0001697799,0.0001658621,0.0001983628],"category_scores_gemma":[0.0001887237,0.00007488753,0.0001657602,0.0002683147,0.0002349955,0.00007462185,0.0001132419,0.0002268028,0.00005611623],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001203123,"about_ca_system_score_gemma":0.00001541744,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001057031,"about_ca_topic_score_gemma":0.000280732,"domain_scores_codex":[0.9984503,0.0001742765,0.0005230868,0.0005181208,0.00008508901,0.00024908],"domain_scores_gemma":[0.9986341,0.0009063198,0.0001293516,0.0001500246,0.00004677753,0.0001334065],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003937667,0.0004537423,0.5524012,0.00004506805,0.0002816423,0.00003027037,0.0004332608,0.000002099517,0.1220632,0.001366815,0.005041322,0.317842],"study_design_scores_gemma":[0.00009535733,0.0002972751,0.9305339,0.0001057316,0.0001309646,0.0000272958,0.0001525307,0.00008538581,0.0003434326,0.002697498,0.06531347,0.0002170866],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946648,0.00229825,0.00007093242,0.001473678,0.0007341133,0.0001373748,0.000195795,0.0001343033,0.0002907232],"genre_scores_gemma":[0.9958539,0.002395416,0.0002526267,0.0002108684,0.0009233506,0.0000117756,0.0001599416,0.000002826613,0.0001893034],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3781328,"threshold_uncertainty_score":0.3053825,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03632404889387284,"score_gpt":0.2814119350128276,"score_spread":0.2450878861189548,"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."}}