{"id":"W2444527741","doi":"10.1093/jac/dkw414","title":"Carbapenemase-producing Enterobacteriaceae in the UK: a national study (EuSCAPE-UK) on prevalence, incidence, laboratory detection methods and infection control measures","year":2016,"lang":"en","type":"article","venue":"Journal of Antimicrobial Chemotherapy","topic":"Antibiotic Resistance in Bacteria","field":"Biochemistry, Genetics and Molecular Biology","cited_by":63,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Hôtel-Dieu de Québec","funders":"","keywords":"Medicine; Colistin; Tigecycline; MacConkey agar; Incidence (geometry); Amikacin; Klebsiella pneumoniae; Carbapenem-resistant enterobacteriaceae; Infection control; Acinetobacter; Gentamicin; Carbapenem; Enterobacteriaceae; Epidemiology; Internal medicine; Antibiotics; Microbiology; Surgery; Agar; Biology; Escherichia coli; Bacteria","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":[0.001064057,0.0004347235,0.0005072482,0.0008956707,0.0003956963,0.000890906,0.000491347,0.001085494,0.001888711],"category_scores_gemma":[0.003639234,0.000754552,0.0004880171,0.00174479,0.0006531625,0.001103534,0.001690507,0.0004967556,0.0005460555],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001250414,"about_ca_system_score_gemma":0.00069103,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04615863,"about_ca_topic_score_gemma":0.06032971,"domain_scores_codex":[0.9979469,0.000632088,0.0003596895,0.0003261909,0.0004459709,0.0002891107],"domain_scores_gemma":[0.9958766,0.0005088061,0.002132778,0.0002018721,0.0007192675,0.0005606794],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001156037,0.00003422808,0.9971564,0.00005632085,0.00003536903,0.000179156,0.0004676058,0.00002293199,0.0002747369,0.000009112307,0.0002317655,0.001416762],"study_design_scores_gemma":[0.000007887274,0.0001112192,0.9989424,0.0000351021,0.000008539335,0.0002647212,0.0003870742,0.00002854587,0.00002384291,0.000002266824,0.0001858051,0.000002717849],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983152,0.0005139952,0.00007667665,0.00006836218,0.000006679994,0.000027094,0.000558032,0.000002102367,0.0004318569],"genre_scores_gemma":[0.9982085,0.0005579127,0.0001351645,0.0001400236,0.000009454186,0.0000471438,0.0005772453,0.00000209732,0.0003224894],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04615863,"threshold_uncertainty_score":0.09177995,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009968839136791563,"score_gpt":0.2923753080098133,"score_spread":0.2824064688730217,"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."}}