{"id":"W2146211108","doi":"10.1093/jac/dkt159","title":"High genetic diversity of nitrofurantoin- or mecillinam-resistant Escherichia coli indicates low propensity for clonal spread","year":2013,"lang":"en","type":"article","venue":"Journal of Antimicrobial Chemotherapy","topic":"Urinary Tract Infections Management","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mecillinam; Nitrofurantoin; Escherichia coli; Microbiology; Biology; Diversity (politics); Genetic diversity; Enterobacteriaceae; Genetics; Medicine; Gene","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002900464,0.0002165801,0.0006697172,0.0002328677,0.0001611911,0.00003121199,0.0002365285,0.000111395,0.0004790704],"category_scores_gemma":[0.00005199863,0.0001580602,0.0003138022,0.000237211,0.0001485516,0.0001947736,0.00008231461,0.0002429879,0.00001352426],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001323324,"about_ca_system_score_gemma":0.0001864125,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002617095,"about_ca_topic_score_gemma":0.00001380328,"domain_scores_codex":[0.9985138,0.00004354375,0.0006724469,0.0001832491,0.0003175074,0.0002694408],"domain_scores_gemma":[0.9981411,0.00008188278,0.0007910197,0.0002107404,0.0006390547,0.0001362755],"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":[0.009387851,0.005990599,0.02402018,0.0005207149,0.00118647,0.00008755795,0.0003324102,0.00007058796,0.9239344,0.0000219779,0.03259327,0.001853961],"study_design_scores_gemma":[0.01497982,0.008466455,0.3627493,0.0004881696,0.0005931644,0.0003359666,0.00007437902,0.00007373254,0.6063458,0.0002001508,0.005316991,0.0003760875],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938986,0.00004125874,0.001466202,0.003210605,0.0002721783,0.001018862,0.00001928239,0.00002005736,0.00005298689],"genre_scores_gemma":[0.9721199,0.0003088814,0.02559253,0.001037123,0.0002758785,0.000004878364,0.000005899159,0.000033221,0.0006217451],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3387291,"threshold_uncertainty_score":0.6445509,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.017485803322948,"score_gpt":0.2404362414475612,"score_spread":0.2229504381246132,"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."}}