{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001253902,0.0002427743,0.0003831615,0.00009034793,0.0001586471,0.00005422739,0.00008425296,0.0001355028,0.000009902635],"category_scores_gemma":[0.00002353634,0.000199358,0.00005845219,0.0002347716,0.0001091719,0.00007838813,0.00001517274,0.0002111067,6.737668e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003031034,"about_ca_system_score_gemma":0.0004188603,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9206932,"about_ca_topic_score_gemma":0.9915028,"domain_scores_codex":[0.9986153,0.00005663625,0.0004744198,0.0003732713,0.0001275477,0.0003527803],"domain_scores_gemma":[0.99927,0.00004623482,0.000234699,0.0002239629,0.00009106771,0.0001340532],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001692546,0.0001720465,0.4172541,0.00004736739,0.0000943405,0.00003648753,0.0005628028,0.00001589912,0.50089,0.00000147981,0.001662283,0.07757055],"study_design_scores_gemma":[0.002473111,0.0001742969,0.9375902,0.0001356427,0.00001882832,0.000009288847,0.000009679319,0.0002331483,0.04851019,0.000008903568,0.0106442,0.0001925223],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956679,0.00003314895,0.0000209058,0.002782763,0.0002111134,0.0008552792,0.0003559309,0.00002438162,0.00004851666],"genre_scores_gemma":[0.993656,0.001044044,0.00004785846,0.004878853,0.0001600374,0.000007240913,0.0001634682,0.00002305195,0.00001938582],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.520336,"threshold_uncertainty_score":0.8129584,"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."}}