{"id":"W1990402646","doi":"10.1139/w10-020","title":"Determinants of β-lactam resistance in meningitis-causing<i>Enterobacteriaceae</i>in Brazil","year":2010,"lang":"en","type":"article","venue":"Canadian Journal of Microbiology","topic":"Antibiotic Resistance in Bacteria","field":"Biochemistry, Genetics and Molecular Biology","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Conselho Nacional de Desenvolvimento Científico e Tecnológico; Fundação de Amparo à Pesquisa do Estado de São Paulo","keywords":"Multilocus sequence typing; Microbiology; Biology; Enterobacteriaceae; Escherichia coli; Proteus mirabilis; Molecular epidemiology; Neonatal meningitis; Meningitis; Typing; Serratia marcescens; Genetics; Gene; Genotype; Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002946946,0.000218519,0.0002592267,0.0009167791,0.0002379413,0.0004257526,0.0001675744,0.0001960022,0.0004493397],"category_scores_gemma":[0.001611761,0.0002083067,0.000213073,0.0007352589,0.0002634663,0.0002665559,0.0003032812,0.000174721,0.00007712948],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008573823,"about_ca_system_score_gemma":0.0009731937,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06974224,"about_ca_topic_score_gemma":0.1183603,"domain_scores_codex":[0.9998129,0.00003353357,0.0000244102,0.00003719617,0.00004385129,0.00004808476],"domain_scores_gemma":[0.9992257,0.0001037224,0.0003980397,0.00002385113,0.000156976,0.00009158362],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000102105,0.00002162641,0.9733394,0.0001145367,0.000037126,0.000454364,0.001297677,0.0001046731,0.01236566,0.00007211574,0.00007591702,0.01201474],"study_design_scores_gemma":[0.000008087857,0.00008841341,0.9955246,0.00006103479,0.00003243828,0.001001846,0.001075931,0.0001480931,0.001116618,0.00004051831,0.0008942715,0.000008238816],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985901,0.0006221054,0.0001118603,0.00007822354,0.000001548306,0.00001139329,0.0001534194,0.000003527915,0.0004279763],"genre_scores_gemma":[0.9990343,0.0004679577,0.0002383941,0.00002879029,0.000001653914,0.000005423483,0.000146115,0.000002023973,0.00007520966],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06974224,"threshold_uncertainty_score":0.1386726,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005498462888504473,"score_gpt":0.2328320551435792,"score_spread":0.2273335922550747,"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."}}