{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000288787,0.0002600106,0.0002460949,0.0005691395,0.0007385534,0.0006907149,0.0004751531,0.0004254652,0.001416839],"category_scores_gemma":[0.001885722,0.0002906019,0.0003315776,0.0009117024,0.0003420755,0.0002274906,0.0003342024,0.0005602166,0.0001009413],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001376912,"about_ca_system_score_gemma":0.00205416,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4622824,"about_ca_topic_score_gemma":0.5030982,"domain_scores_codex":[0.9996508,0.00005132253,0.00002501728,0.00005823192,0.00009775467,0.0001168841],"domain_scores_gemma":[0.9988323,0.0001128829,0.0004353119,0.00005045054,0.0001970657,0.0003719578],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002225822,0.00001779735,0.999343,0.000003471155,0.00001357377,0.00005974164,0.00004011136,0.000007875348,0.00005437676,0.00000600053,0.00004304207,0.0003888252],"study_design_scores_gemma":[0.000002228369,0.00003142398,0.9995021,0.000006091711,0.00001043294,0.0001392556,0.0001301662,0.00006494164,0.00001645212,0.000004645543,0.00009077597,0.000001625145],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990264,0.0002682692,0.00003883764,0.00006783469,0.000004513005,0.00001085192,0.0001873766,0.00000267223,0.0003932729],"genre_scores_gemma":[0.9994798,0.0001347441,0.00006170184,0.00002492266,0.000005220025,0.000003479811,0.0001250093,0.000001002728,0.0001640243],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4622824,"threshold_uncertainty_score":0.9191833,"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."}}