{"id":"W2121256723","doi":"10.1128/aac.00846-07","title":"Mupirocin-Resistant, Methicillin-Resistant <i>Staphylococcus aureus</i> Strains in Canadian Hospitals","year":2007,"lang":"en","type":"article","venue":"Antimicrobial Agents and Chemotherapy","topic":"Antimicrobial Resistance in Staphylococcus","field":"Medicine","cited_by":172,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; Vancouver General Hospital; Mount Sinai Hospital; Health Sciences Centre; McMaster University; University of Toronto; Public Health Agency of Canada; Sunnybrook Health Science Centre","funders":"Canadian Institutes of Health Research; 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":"Mupirocin; Microbiology; Staphylococcus aureus; Broth microdilution; Fusidic acid; Methicillin-resistant Staphylococcus aureus; Pulsed-field gel electrophoresis; Medicine; Staphylococcal infections; Typing; Virology; Biology; Antibiotics; Minimum inhibitory concentration; Genotype; Bacteria; Gene; Genetics","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009877059,0.0005981821,0.0008631737,0.0006060502,0.0002913007,0.0001122042,0.0003002404,0.0004822027,0.0003099334],"category_scores_gemma":[0.0000756946,0.0005676148,0.0002636876,0.0007427495,0.0004123681,0.0001544776,0.00004868381,0.0006153052,0.00003481596],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004813786,"about_ca_system_score_gemma":0.0005694304,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.06418773,"about_ca_topic_score_gemma":0.2081327,"domain_scores_codex":[0.9961326,0.00005379092,0.000909492,0.0008694321,0.0003946515,0.001640103],"domain_scores_gemma":[0.9980739,0.00008292916,0.0002179631,0.0005706119,0.000187551,0.0008670833],"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":[0.00146186,0.0004249216,0.1303335,0.0002823477,0.0002547564,0.001159502,0.001380638,0.000005195312,0.8191435,0.00070899,0.03818679,0.006657998],"study_design_scores_gemma":[0.005542574,0.0003656916,0.6880977,0.0005319767,0.00009553948,0.00001402556,0.0004344113,0.00001921826,0.0638423,0.0001431567,0.239954,0.0009594493],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9849556,0.0002661881,0.0001540522,0.006705722,0.0002402644,0.00107425,0.0001778183,0.00008860778,0.006337459],"genre_scores_gemma":[0.969815,0.00107457,0.001432291,0.02622209,0.0002421983,0.000008441658,0.00006532028,0.0001193063,0.001020749],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7553012,"threshold_uncertainty_score":0.9996775,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01444856815845682,"score_gpt":0.2813149727369106,"score_spread":0.2668664045784538,"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."}}