{"id":"W1937301787","doi":"10.1155/2009/725872","title":"Risk Factors for and Outcomes Associated with Clinical Isolates of <i>Escherichia coli</i> and <i>Klebsiella</i> Species Resistant to Extended‐Spectrum Cephalosporins among Patients Admitted to Canadian Hospitals","year":2009,"lang":"en","type":"article","venue":"Canadian Journal of Infectious Diseases and Medical Microbiology","topic":"Antibiotic Resistance in Bacteria","field":"Biochemistry, Genetics and Molecular Biology","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver General Hospital; Mount Sinai Hospital; Health Sciences Centre; Public Health Ontario; University Health Network; University of Toronto; Sunnybrook Health Science Centre; Public Health Agency of Canada","funders":"Hospital for Sick Children; Centre Hospitalier Universitaire de Québec; University of Alberta; Jewish General Hospital; Public Health Agency; Public Health Agency of Canada; London Health Sciences Centre; Hamilton Health Sciences","keywords":"Cephalosporin; Logistic regression; Internal medicine; Multivariate analysis; Medicine; Univariate analysis; Antibiotics; Demographics; Univariate; Multivariate statistics; Biology; Microbiology; Demography","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":[0.0002907662,0.0004768565,0.0002908391,0.0006835763,0.001370411,0.0009008332,0.0005863581,0.000651851,0.002041107],"category_scores_gemma":[0.002681789,0.0003566374,0.0004457252,0.0009369525,0.0007496368,0.0003174924,0.000597069,0.0009549705,0.000138997],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003958388,"about_ca_system_score_gemma":0.006032504,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4066612,"about_ca_topic_score_gemma":0.4226204,"domain_scores_codex":[0.9993014,0.00005352129,0.00003968484,0.0001188778,0.0001854531,0.0003010175],"domain_scores_gemma":[0.9975827,0.0002390993,0.0009652387,0.00005634277,0.0003080266,0.0008486065],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000575308,0.00002037592,0.9990755,0.000003983136,0.00001223221,0.00007639713,0.00004485145,0.00003145865,0.00008353695,0.00001132122,0.0001202809,0.0004623838],"study_design_scores_gemma":[0.000006987245,0.00004842622,0.999014,0.000008404356,0.00001536414,0.0002721616,0.0003146513,0.0001450103,0.00003508223,0.0000185204,0.000115895,0.000005529665],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990413,0.000127819,0.00002590449,0.00009930244,0.00000584426,0.00001039312,0.0001974722,0.000003244508,0.0004886894],"genre_scores_gemma":[0.9995022,0.00007022221,0.00003458412,0.00002761168,0.00001060309,0.00000440033,0.0002587186,0.000001158493,0.00009039528],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5933387,"threshold_uncertainty_score":0.8085884,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003923792425582219,"score_gpt":0.2232820844492325,"score_spread":0.2193582920236503,"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."}}