{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003002056,0.0002446162,0.0002405293,0.0006321426,0.0008342054,0.001049413,0.0003182146,0.0003668748,0.002129917],"category_scores_gemma":[0.0004785668,0.0001967972,0.0001714419,0.0005614889,0.0006728888,0.0004857576,0.0007367339,0.0004357136,0.0002423155],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003231911,"about_ca_system_score_gemma":0.0007204373,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008174109,"about_ca_topic_score_gemma":0.007308643,"domain_scores_codex":[0.9998378,0.00003177063,0.00002915231,0.00002819074,0.00002349444,0.00004952033],"domain_scores_gemma":[0.9993663,0.0001274601,0.0001774939,0.00006165895,0.0001567576,0.0001102462],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004143979,0.00009291952,0.8154655,0.0003228798,0.00006756913,0.002526329,0.007395188,0.0001112608,0.147164,0.001034078,0.000300727,0.02510499],"study_design_scores_gemma":[0.00001777779,0.0004005862,0.9716949,0.0001875983,0.00009282929,0.003838043,0.01221612,0.0002311009,0.006072401,0.0003593762,0.004864058,0.00002529774],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965839,0.000973348,0.0002881767,0.0001730707,0.000008922842,0.000009581022,0.0000709106,0.000004128101,0.001887878],"genre_scores_gemma":[0.9977969,0.001082257,0.0004675964,0.00009673615,0.00000732416,0.000006007329,0.00006006588,0.000002462456,0.0004806278],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008174109,"threshold_uncertainty_score":0.01625311,"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."}}