{"id":"W2207037457","doi":"10.1017/ice.2015.230","title":"Universal vs Risk Factor Screening for Methicillin-Resistant<i>Staphylococcus aureus</i>in a Large Multicenter Tertiary Care Facility in Canada","year":2015,"lang":"en","type":"article","venue":"Infection Control and Hospital Epidemiology","topic":"Antimicrobial Resistance in Staphylococcus","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Ottawa Hospital; University of Ottawa","funders":"","keywords":"Tertiary care; Methicillin-resistant Staphylococcus aureus; Medicine; Staphylococcus aureus; Multicenter study; Risk factor; Internal medicine; Biology; Bacteria; Randomized controlled trial","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":[0.001574964,0.0003965881,0.0005575519,0.0003866498,0.003036302,0.001107036,0.001722884,0.0005847536,0.001501434],"category_scores_gemma":[0.004576935,0.0004542183,0.0004557139,0.0008921335,0.001525037,0.0004261341,0.001203995,0.0007427955,0.000111414],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04419075,"about_ca_system_score_gemma":0.04621787,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9610901,"about_ca_topic_score_gemma":0.9791357,"domain_scores_codex":[0.9971752,0.0005295328,0.0000938451,0.0004346475,0.0005152336,0.00125162],"domain_scores_gemma":[0.9936214,0.0006394206,0.001353099,0.0001639869,0.0009545943,0.00326755],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002990227,0.002454797,0.9646132,0.0002281183,0.0001265899,0.0003304439,0.001962081,0.0007362408,0.002501144,0.0001808166,0.001567473,0.02230888],"study_design_scores_gemma":[0.0003031995,0.00242135,0.9915336,0.00007847992,0.00007203089,0.0001146626,0.002858064,0.00146217,0.0004763436,0.00003998821,0.000606497,0.00003356322],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990546,0.0001596749,0.0000660164,0.0001993363,0.000006058863,0.0001187315,0.0001372062,0.000007532679,0.000250807],"genre_scores_gemma":[0.9989184,0.0001241934,0.0003495688,0.0002298881,0.00000877309,0.00004791646,0.0001114678,0.000002601455,0.0002070818],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04419075,"threshold_uncertainty_score":0.3206278,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02190221813079908,"score_gpt":0.2889465155562421,"score_spread":0.267044297425443,"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."}}