{"id":"W2121159767","doi":"10.1017/s0950268805005005","title":"The changing prevalence of drug-resistant <i>Escherichia coli</i> clonal groups in a community: evidence for community outbreaks of urinary tract infections","year":2005,"lang":"en","type":"article","venue":"Epidemiology and Infection","topic":"Urinary Tract Infections Management","field":"Medicine","cited_by":89,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"National Institute of Allergy and Infectious Diseases; National Institutes of Health","keywords":"Escherichia coli; Outbreak; Microbiology; Trimethoprim; Urinary system; Biology; Antibiotics; Urine; Drug resistance; Sulfamethoxazole; Epidemiology; Medicine; Internal medicine; Virology; Gene; Genetics","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":[0.0005181568,0.0001226059,0.0001921207,0.001447017,0.0004440634,0.0005959669,0.0003378821,0.0005932418,0.001356557],"category_scores_gemma":[0.003825181,0.0001982755,0.00009524918,0.0008098531,0.000499727,0.000539174,0.0004423798,0.0003330605,0.0001466302],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003581992,"about_ca_system_score_gemma":0.000368809,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008105081,"about_ca_topic_score_gemma":0.01011619,"domain_scores_codex":[0.9994417,0.0001227557,0.00004920204,0.0001129454,0.0001282244,0.0001451474],"domain_scores_gemma":[0.9967557,0.0004618917,0.001314939,0.000141332,0.0006775927,0.0006485365],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000102897,0.00004776806,0.9940645,0.00001312307,0.000008331798,0.0001782464,0.0003187316,0.00002171372,0.001622304,0.00001503013,0.00007603054,0.003531216],"study_design_scores_gemma":[0.000004179612,0.0001262524,0.9983307,0.00000554145,0.000005446067,0.0006844854,0.0003932187,0.000106744,0.000204545,0.00001199461,0.0001233171,0.000003644911],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996302,0.0000874405,0.00003683519,0.00003538658,0.000001077492,0.000004088894,0.0000346572,0.000002333464,0.0001679241],"genre_scores_gemma":[0.9997439,0.00005590533,0.00007338253,0.00002032461,0.000005178272,0.000002467614,0.00004746982,7.821481e-7,0.00005063213],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008105081,"threshold_uncertainty_score":0.01611578,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07481856275049548,"score_gpt":0.357463688593431,"score_spread":0.2826451258429356,"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."}}