{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002262682,0.00009348487,0.0001412762,0.000608511,0.0002618768,0.0003435742,0.0001189513,0.0002276518,0.001972816],"category_scores_gemma":[0.001538674,0.00008139186,0.00006851199,0.0004083258,0.0002896843,0.0001903204,0.000207368,0.0001874559,0.0001561048],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001048173,"about_ca_system_score_gemma":0.0001983445,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002513679,"about_ca_topic_score_gemma":0.003543315,"domain_scores_codex":[0.9997533,0.00004812075,0.00002147441,0.00005145188,0.00006571602,0.00005999545],"domain_scores_gemma":[0.998861,0.0002495403,0.0005344521,0.0000544135,0.0001487745,0.0001519842],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009052993,0.00003365454,0.9839444,0.00001249049,0.00002039811,0.0001684106,0.0002244894,0.00003116731,0.01202292,0.00002743385,0.00002676892,0.003397393],"study_design_scores_gemma":[0.000002099585,0.0001002598,0.9976623,0.000004548527,0.000007423245,0.0008125506,0.000220832,0.00008130513,0.0009631662,0.00002265188,0.0001209038,0.000001895488],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996449,0.00006089739,0.0000785047,0.000009870016,4.699556e-7,0.000002062037,0.00002249043,9.72116e-7,0.0001798702],"genre_scores_gemma":[0.9998018,0.0000309655,0.00006888404,0.000006326001,0.000001645016,9.47639e-7,0.00003331523,4.773256e-7,0.00005570622],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002513679,"threshold_uncertainty_score":0.006599784,"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."}}