{"id":"W3202628400","doi":"10.1038/s41564-021-00965-1","title":"A role for arthropods as vectors of multidrug-resistant Enterobacterales in surgical site infections from South Asia","year":2021,"lang":"en","type":"article","venue":"Nature Microbiology","topic":"Antibiotic Resistance in Bacteria","field":"Biochemistry, Genetics and Molecular Biology","cited_by":38,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute of Infection and Immunity","funders":"Biotechnology and Biological Sciences Research Council; Medical Research Council","keywords":"Biology; Enterobacter cloacae; Multiple drug resistance; Klebsiella pneumoniae; Transmission (telecommunications); Phylogenetic tree; Infection control; Single-nucleotide polymorphism; Antimicrobial; Microbiology; Genotype; Genetics; Gene; Drug resistance; Escherichia coli; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008872245,0.0001886298,0.0003329808,0.00005989283,0.0000418777,0.00001263508,0.0001350712,0.000714876,0.00006286197],"category_scores_gemma":[0.0001374594,0.000178525,0.0001805406,0.0001120238,0.0001626282,0.000003735857,0.0001055187,0.0002507389,0.000007408255],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002579619,"about_ca_system_score_gemma":0.0001179708,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006320135,"about_ca_topic_score_gemma":0.001429578,"domain_scores_codex":[0.998733,0.0001428201,0.0003277761,0.0004870993,0.00003218927,0.000277092],"domain_scores_gemma":[0.9993036,0.00006736027,0.000133177,0.0003194335,0.0001331153,0.00004335033],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000364126,0.0001416006,0.06501304,0.00001688973,0.00008175152,0.00001435609,0.00008154732,0.000003951189,0.9339031,0.00007276631,0.0001806355,0.0001262276],"study_design_scores_gemma":[0.001489761,0.0002501532,0.0374291,0.00005793686,0.00002811675,0.00005583349,0.000147542,0.000004413232,0.8747662,0.00009307473,0.08544914,0.0002287264],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959874,0.002228993,0.0001034018,0.0001153394,0.0003079826,0.0001984917,0.0008852285,0.000009666162,0.0001635213],"genre_scores_gemma":[0.9954972,0.0001028819,0.001343324,0.00009095202,0.0001560308,0.000009851243,0.002483972,0.00002254954,0.0002932141],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08526851,"threshold_uncertainty_score":0.7280037,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003486359325341777,"score_gpt":0.2464668790994334,"score_spread":0.2429805197740916,"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."}}