{"id":"W1988972143","doi":"10.1086/670998","title":"Prevalence of Colonization and Infection with Methicillin-Resistant<i>Staphylococcus aureus</i>and Vancomycin-Resistant<i>Enterococcus</i>and of<i>Clostridium difficile</i>Infection in Canadian Hospitals","year":2013,"lang":"en","type":"article","venue":"Infection Control and Hospital Epidemiology","topic":"Antimicrobial Resistance in Staphylococcus","field":"Medicine","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Agency of Canada; Vancouver Coastal Health; Bridgepoint Active Healthcare; Hôpital Maisonneuve-Rosemont; University of Saskatchewan; Saskatchewan Health Authority; University of Toronto; University Health Network; Health Sciences Centre; Mount Sinai Hospital; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Clostridium difficile; Methicillin-resistant Staphylococcus aureus; Vancomycin-resistant Enterococcus; Enterococcus; Infection control; Internal medicine; Colonization; Prevalence; Confidence interval; Staphylococcus aureus; Incidence (geometry); Vancomycin; Epidemiology; Microbiology; Antibiotics; Intensive care medicine; Bacteria","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001201669,0.00041912,0.001218806,0.0005513097,0.0001780084,0.00002626884,0.00004734169,0.000446576,0.00002459581],"category_scores_gemma":[0.0015856,0.0003592486,0.00009396377,0.0003915757,0.0009094604,0.0003307787,0.00004843179,0.0004487572,0.000001751229],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001682518,"about_ca_system_score_gemma":0.0001865309,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.253457,"about_ca_topic_score_gemma":0.09512799,"domain_scores_codex":[0.9970166,0.0004654022,0.001070279,0.000688094,0.0001617366,0.000597865],"domain_scores_gemma":[0.9970818,0.001061007,0.0006883609,0.0002689222,0.0005009898,0.000398919],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005094639,0.0001210549,0.9576067,0.001065836,0.000140442,0.000005690958,0.0001705847,0.00008113528,0.03764829,0.0009380945,0.0001513709,0.001561359],"study_design_scores_gemma":[0.003294098,0.00276703,0.988695,0.0005243272,0.0002748725,0.00001355274,0.00002198628,0.0006711324,0.001934503,0.0006968876,0.0007797847,0.0003268164],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9910747,0.002722303,0.001934021,0.001742473,0.0002166138,0.002009036,0.00009956521,0.00004493531,0.0001562989],"genre_scores_gemma":[0.9923658,0.006568554,0.0003300988,0.0004071094,0.00007754886,0.0001543617,0.0000148531,0.00003536994,0.00004633843],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.158329,"threshold_uncertainty_score":0.999886,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009332682717661961,"score_gpt":0.2554799514144377,"score_spread":0.2461472686967758,"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."}}