{"id":"W2775529374","doi":"10.1017/s0950268817002680","title":"Risk factors for acquisition of multidrug-resistant <i>Escherichia coli</i> and development of community-acquired urinary tract infections","year":2017,"lang":"en","type":"article","venue":"Epidemiology and Infection","topic":"Urinary Tract Infections Management","field":"Medicine","cited_by":48,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; BC Centre for Disease Control; University of British Columbia; University of Guelph; University of Manitoba; Public Health Agency of Canada","funders":"Institute of Infection and Immunity; Canadian Institutes of Health Research; Public Health Agency; Public Health Agency of Canada","keywords":"Antimicrobial; Escherichia coli; Antibiotic resistance; Epidemiology; Multiple drug resistance; Medicine; Antibiotics; Environmental health; Risk factor; Urinary system; Nitrofurantoin; Drug resistance; Biology; Microbiology; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001845569,0.0001705502,0.0005325312,0.000183554,0.001247293,0.000006688244,0.00004817097,0.0001821227,0.00001575314],"category_scores_gemma":[0.001616515,0.0001545263,0.00009305341,0.00005611592,0.0003838136,0.0002309163,0.00008195196,0.0002320328,0.000001066863],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000568929,"about_ca_system_score_gemma":0.00004086047,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001366158,"about_ca_topic_score_gemma":0.00008542946,"domain_scores_codex":[0.9985549,0.0004335165,0.000600008,0.0001727577,0.00005173727,0.0001870346],"domain_scores_gemma":[0.9974709,0.001165661,0.0007799127,0.0003809306,0.00011847,0.00008413752],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003675068,0.003978285,0.9852086,0.0004047917,0.0002920946,5.935734e-7,0.0008418332,0.00005063068,0.00495299,0.0004125169,0.0001047547,0.003385385],"study_design_scores_gemma":[0.001285577,0.004783657,0.9863935,0.00007813449,0.0002434117,0.00002239839,0.0001537414,0.0002569955,0.003212073,0.0004130727,0.003039982,0.0001175349],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9880092,0.0001083115,0.01015267,0.0001879059,0.0002297277,0.0006235028,0.00002437922,0.00004372988,0.000620575],"genre_scores_gemma":[0.9961791,0.0004607127,0.003039714,0.00006705264,0.00003943278,0.00008461166,0.00006559044,0.0000139555,0.00004984359],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008169885,"threshold_uncertainty_score":0.9593297,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06899734501067374,"score_gpt":0.344604660449106,"score_spread":0.2756073154384323,"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."}}