{"id":"W2149789169","doi":"10.1128/aac.01316-09","title":"Detection and Characterization of Heterogeneous Vancomycin-Intermediate <i>Staphylococcus aureus</i> Isolates in Canada: Results from the Canadian Nosocomial Infection Surveillance Program, 1995-2006","year":2009,"lang":"en","type":"article","venue":"Antimicrobial Agents and Chemotherapy","topic":"Antimicrobial Resistance in Staphylococcus","field":"Medicine","cited_by":51,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Hospital for Sick Children; Mount Sinai Hospital; Health Sciences Centre; Vancouver General Hospital; Public Health Agency of Canada; Sunnybrook Health Science Centre; University of Toronto","funders":"","keywords":"Staphylococcus aureus; Microbiology; Odds ratio; Vancomycin; Medicine; Epidemiology; Micrococcaceae; Population; Confidence interval; Methicillin-resistant Staphylococcus aureus; Staphylococcal infections; Antibacterial agent; Antibiotics; Biology; Internal medicine; Bacteria; Environmental health","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":[0.0004800917,0.0003975722,0.0003114464,0.002111709,0.001470332,0.0008443016,0.0007516075,0.0003204403,0.0004871949],"category_scores_gemma":[0.002090701,0.0002164988,0.0003197732,0.002427878,0.0006872873,0.0002155617,0.0005174416,0.0003897326,0.00008728099],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0112151,"about_ca_system_score_gemma":0.01350194,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9696657,"about_ca_topic_score_gemma":0.9769574,"domain_scores_codex":[0.9985906,0.00004934818,0.00009285278,0.0001748741,0.00080118,0.0002910852],"domain_scores_gemma":[0.9977774,0.0001086786,0.0006742294,0.00004720165,0.000999779,0.0003927962],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005417648,0.00001997336,0.9881476,0.00005671374,0.00002826298,0.0001532595,0.0004028316,0.0001065865,0.001276592,0.00003481503,0.0005394795,0.009179723],"study_design_scores_gemma":[0.000002293479,0.00003919966,0.9982588,0.00001480367,0.00001563847,0.0002580933,0.0003438638,0.0001138374,0.0003825793,0.000005978297,0.0005595749,0.000005261454],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955391,0.0011259,0.0002533922,0.0001137605,0.000005189244,0.00003829925,0.001745606,0.00001887161,0.001159874],"genre_scores_gemma":[0.9974897,0.000624701,0.0004141191,0.00009645317,0.000004280273,0.000008729358,0.001085895,0.000003380119,0.000272663],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03033429,"threshold_uncertainty_score":0.08137167,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006990761303059775,"score_gpt":0.2220317853326088,"score_spread":0.215041024029549,"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."}}