{"id":"W2547192630","doi":"10.1093/ofid/ofw172.1193","title":"The Prevalence of Methicillin-Resistant Staphylococcus aureus, Vancomycin-Resistant Enterococcus, Extended-Spectrum Beta-Lactamase-Producing Enterobacteriaceae, Carbapenem-Resistant Enterobacteriaceae, and Clostridium difficile Infection in Canadian Hospitals. A Comparison of Survey Results. in 2010, 2012, and 2016.","year":2016,"lang":"en","type":"article","venue":"Open Forum Infectious Diseases","topic":"Antimicrobial Resistance in Staphylococcus","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hôpital Maisonneuve-Rosemont; University of Toronto; University of Calgary; The Scarborough Hospital; Winnipeg Regional Health Authority; Alberta Health Services; Mount Sinai Hospital; Health Sciences Centre; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Enterobacteriaceae; Microbiology; Clostridium difficile; Enterococcus; Carbapenem-resistant enterobacteriaceae; Beta-lactamase; Methicillin-resistant Staphylococcus aureus; Staphylococcus aureus; Carbapenem; Vancomycin; Antibiotics; Biology; Escherichia coli; Bacteria","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":[0.0006602517,0.0003706075,0.0002631262,0.001940416,0.0005932638,0.0006099647,0.0009165127,0.0003682992,0.001175344],"category_scores_gemma":[0.001968133,0.0002749617,0.0005297135,0.003070461,0.0003929216,0.0003554739,0.0004994855,0.0003907472,0.0001412705],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01085374,"about_ca_system_score_gemma":0.0101167,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.957341,"about_ca_topic_score_gemma":0.9743555,"domain_scores_codex":[0.9990084,0.00005648257,0.00008397247,0.0001471451,0.000458819,0.0002451907],"domain_scores_gemma":[0.9979513,0.00009822179,0.0006295058,0.00003907772,0.0008159298,0.0004658714],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007077592,0.00001208116,0.9950935,0.00006208076,0.00004867471,0.00003417422,0.0001391141,0.00006065863,0.0001439253,0.00002337004,0.0009956277,0.00331611],"study_design_scores_gemma":[0.000002083982,0.00001270423,0.9994253,0.00001459628,0.00001200249,0.00002939372,0.0001777969,0.00004976459,0.00002471006,0.000002909435,0.0002459539,0.00000290353],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9778776,0.002247546,0.0001344624,0.0002531189,0.00002251532,0.00004968039,0.01752677,0.00002938529,0.001858957],"genre_scores_gemma":[0.9936261,0.0008302653,0.0002498173,0.00007104477,0.000008222045,0.00001405844,0.004734155,0.000002294793,0.0004640877],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04265904,"threshold_uncertainty_score":0.0858205,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01698343625741788,"score_gpt":0.2811282125757218,"score_spread":0.2641447763183039,"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."}}