{"id":"W2300589613","doi":"","title":"Epidemiology and Prevalence of Invasive Methicillin Resistant Staphylcoccus aureus (MRSA) with Reduced Susceptibility and/or Tolerance to Vancomycin in 2006-2007 in 4 Regions in Ontario, Canada","year":2008,"lang":"en","type":"article","venue":"46th Annual Meeting","topic":"Antimicrobial Resistance in Staphylococcus","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Methicillin-resistant Staphylococcus aureus; Epidemiology; Vancomycin; Medicine; Staphylococcus aureus; Environmental health; Biology; Internal medicine; Bacteria","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001909753,0.0003013617,0.001052397,0.0003039072,0.0000798524,0.000002739529,0.000157299,0.0001821819,0.00001851261],"category_scores_gemma":[0.006066474,0.000255167,0.00003346609,0.000704497,0.0004007648,0.0001099473,0.00009766432,0.0007690185,3.285901e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008133025,"about_ca_system_score_gemma":0.002851957,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8965414,"about_ca_topic_score_gemma":0.9987042,"domain_scores_codex":[0.9965953,0.0005102445,0.001100812,0.0007854825,0.0002794751,0.0007286436],"domain_scores_gemma":[0.9967833,0.001962151,0.0003100684,0.0004319263,0.0002379424,0.0002746134],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004109232,0.0001059125,0.9766747,0.0005643076,0.00001296661,0.0006219153,0.005652953,0.0004784433,0.01109349,0.00003914756,0.0005370239,0.0001099107],"study_design_scores_gemma":[0.001760403,0.000612468,0.9891535,0.002833748,0.00001832952,0.00001801767,0.002302036,0.00002062439,0.002687212,0.00006367372,0.0002552244,0.0002747794],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996311,0.00107862,0.00003440851,0.000987618,0.00006481809,0.001054462,0.00009739136,0.00001306602,0.0003585944],"genre_scores_gemma":[0.9907236,0.0002565984,0.007899303,0.0006842015,0.00002626311,0.00004086964,0.00000518044,0.00002272479,0.0003412493],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1021628,"threshold_uncertainty_score":0.99999,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03296553569059282,"score_gpt":0.2839198717034063,"score_spread":0.2509543360128135,"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."}}