{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004677039,0.0003185345,0.0003327143,0.001036163,0.0008865517,0.0007396981,0.0008680521,0.0003964195,0.001727447],"category_scores_gemma":[0.00296344,0.0003484705,0.0003736975,0.001770686,0.0005376962,0.0003110443,0.0004778928,0.0004073775,0.0001271083],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008421264,"about_ca_system_score_gemma":0.008080889,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9293545,"about_ca_topic_score_gemma":0.9441138,"domain_scores_codex":[0.998832,0.00007264945,0.00006699,0.0001416412,0.0005383447,0.0003482621],"domain_scores_gemma":[0.9975219,0.0001571757,0.0009086442,0.00003732326,0.0006996286,0.0006753079],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004394344,0.00001237043,0.9979202,0.00002725218,0.00003054606,0.00003572753,0.0001362466,0.00005189568,0.0001254257,0.00001776073,0.0002692306,0.001329441],"study_design_scores_gemma":[0.000002153419,0.00001806868,0.9995127,0.00001157309,0.000007885826,0.00005858591,0.0001925707,0.00006121766,0.0000218141,0.000003313065,0.000106789,0.000003480635],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962696,0.0007610232,0.00005504194,0.0001308817,0.00000428557,0.00001658918,0.001711695,0.000007867137,0.001042989],"genre_scores_gemma":[0.998592,0.0003705515,0.0001013724,0.00002840414,0.000004161176,0.000004534471,0.0007447992,0.000001169921,0.0001531156],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07064545,"threshold_uncertainty_score":0.1421229,"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."}}