{"id":"W2115138272","doi":"10.1016/j.ajic.2015.06.003","title":"Horizontal infection prevention measures and a risk-managed approach to vancomycin-resistant enterococci: An evaluation","year":2015,"lang":"en","type":"article","venue":"American Journal of Infection Control","topic":"Antimicrobial Resistance in Staphylococcus","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":false,"ca_institutions":"Vancouver Coastal Health","funders":"","keywords":"Medicine; Infection control; Clostridium difficile; Vancomycin-Resistant Enterococci; Antimicrobial stewardship; Bacteremia; Emergency medicine; Methicillin-resistant Staphylococcus aureus; Vancomycin-resistant Enterococcus; Intensive care medicine; Isolation (microbiology); Vancomycin; Staphylococcus aureus; Antibiotic resistance; Antibiotics; Microbiology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00257795,0.0002092033,0.0005726906,0.0004730944,0.0001221705,0.00006884825,0.0000534737,0.00006188262,0.000007485773],"category_scores_gemma":[0.001057036,0.0001796001,0.0001810881,0.0004536693,0.0001217113,0.0004216067,0.00001541392,0.0003639629,0.000004997321],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000497844,"about_ca_system_score_gemma":0.0002757114,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000945194,"about_ca_topic_score_gemma":0.0004725906,"domain_scores_codex":[0.9974131,0.0007679728,0.0006211367,0.0002618679,0.0007081683,0.0002277576],"domain_scores_gemma":[0.9969772,0.00006812577,0.0009662242,0.0002073482,0.001328338,0.0004528135],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01171218,0.001426442,0.503871,0.00005370524,0.0009217677,0.00001374086,0.001229607,0.003167945,0.03061566,0.00006307114,0.001302886,0.4456221],"study_design_scores_gemma":[0.01365063,0.01800763,0.9545258,0.0002579858,0.001865314,0.0004436242,0.0008056151,0.003255963,0.0008662221,0.0002456101,0.005702044,0.0003736205],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.828678,0.0001101927,0.1693224,0.0001132773,0.0003327658,0.0007836173,0.000004168119,0.0000339817,0.0006216053],"genre_scores_gemma":[0.9965636,0.0001145249,0.002710083,0.0001404115,0.0003786659,0.00003836033,0.000005060255,0.00002756074,0.00002170959],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4506548,"threshold_uncertainty_score":0.7323881,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02736048761963824,"score_gpt":0.3076461580146549,"score_spread":0.2802856703950167,"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."}}