{"id":"W3097279552","doi":"10.1017/ice.2020.1192","title":"VRE Screening and Isolation: One Size Does Not Fit All","year":2020,"lang":"en","type":"article","venue":"Infection Control and Hospital Epidemiology","topic":"Antimicrobial Resistance in Staphylococcus","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Medicine; Incidence (geometry); Discontinuation; Isolation (microbiology); Vancomycin-resistant Enterococcus; Bacteremia; Infection control; Emergency medicine; Retrospective cohort study; Internal medicine; Pediatrics; Intensive care medicine; Vancomycin; Antibiotics; Staphylococcus aureus","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03628896,0.0006196603,0.001642273,0.001255345,0.001342465,0.002225498,0.002293022,0.002250272,0.002339137],"category_scores_gemma":[0.1189888,0.000446616,0.002611933,0.001312254,0.003354688,0.003514705,0.002908239,0.002919054,0.0003601172],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001960638,"about_ca_system_score_gemma":0.006441358,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003803855,"about_ca_topic_score_gemma":0.008540453,"domain_scores_codex":[0.9701688,0.01356538,0.003309712,0.002376888,0.009326933,0.001252196],"domain_scores_gemma":[0.8524612,0.0615114,0.06066601,0.008956959,0.009594442,0.006809965],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000855341,0.0003552587,0.8626924,0.001000062,0.00135488,0.0005453064,0.0009871294,0.0004733373,0.0005079194,0.0008798034,0.003813427,0.1265351],"study_design_scores_gemma":[0.0002623285,0.005492653,0.9576741,0.004627031,0.001984149,0.003439618,0.004404063,0.003877013,0.00119996,0.004887515,0.01203211,0.0001194318],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8006945,0.04571239,0.01217802,0.1246577,0.004045186,0.0006690738,0.0006855057,0.000206285,0.01115138],"genre_scores_gemma":[0.9808124,0.004218423,0.002751236,0.01003031,0.001584836,0.000125393,0.0001143262,0.00005562541,0.0003074428],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03628896,"threshold_uncertainty_score":0.1919166,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04137101896508999,"score_gpt":0.3051360629745374,"score_spread":0.2637650440094474,"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."}}