{"id":"W2126990727","doi":"10.1128/aac.00297-09","title":"Epidemic Clonal Groups of <i>Escherichia coli</i> as a Cause of Antimicrobial-Resistant Urinary Tract Infections in Canada, 2002 to 2004","year":2009,"lang":"en","type":"article","venue":"Antimicrobial Agents and Chemotherapy","topic":"Escherichia coli research studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":270,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Health Sciences Centre","funders":"Office of Research and Development; Pfizer; Procter and Gamble; U.S. Department of Veterans Affairs","keywords":"Escherichia coli; Biology; Microbiology; Virulence; Genotype; Antibiotic resistance; Cephalosporin; Antimicrobial; Trimethoprim; Drug resistance; Sulfamethoxazole; Antibiotics; Genetics; Gene","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0001672958,0.0002339065,0.0003996507,0.00008678403,0.00007293841,0.00001099343,0.0001921967,0.000106787,0.00004014042],"category_scores_gemma":[0.00004826346,0.0002310854,0.0000904897,0.0002964246,0.00009709578,0.000009229861,0.00006689048,0.0001430686,0.00000145129],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006922785,"about_ca_system_score_gemma":0.000549736,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1072492,"about_ca_topic_score_gemma":0.07209294,"domain_scores_codex":[0.9985803,0.00007293444,0.0004371526,0.0003654717,0.0001533771,0.0003907069],"domain_scores_gemma":[0.9993523,0.00002236881,0.0001440895,0.0002513342,0.0001069788,0.0001229201],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0004781694,0.001001472,0.03583949,0.00004939558,0.0001066079,0.00002132321,0.0001192486,0.00007932234,0.9248096,0.00001477584,0.03688173,0.0005988647],"study_design_scores_gemma":[0.003622689,0.002527051,0.5227306,0.0002365196,0.0000449299,0.00006924133,0.0001113058,0.00003576229,0.4293299,0.00002474199,0.04058498,0.0006822781],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968904,0.0002210817,0.00003275422,0.001928685,0.00006155115,0.0003794742,0.00009904891,0.000005055307,0.0003819988],"genre_scores_gemma":[0.9905125,0.002493256,0.0003421642,0.006247819,0.00005913766,0.000007595999,0.00002101602,0.00002208246,0.0002944336],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4954797,"threshold_uncertainty_score":0.9448389,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0102595334808525,"score_gpt":0.2631250339669323,"score_spread":0.2528655004860798,"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."}}