{"id":"W2162104953","doi":"10.1128/aac.00469-10","title":"Prevalence of Antimicrobial-Resistant Pathogens in Canadian Hospitals: Results of the Canadian Ward Surveillance Study (CANWARD 2008)","year":2010,"lang":"en","type":"article","venue":"Antimicrobial Agents and Chemotherapy","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":170,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; St. Boniface Hospital; Health Sciences Centre","funders":"Pfizer Canada; Astellas Pharma; Health Canada; University of Manitoba; Pfizer; London Health Sciences Centre; University of Alberta","keywords":"Tigecycline; Microbiology; Meropenem; Linezolid; Methicillin-resistant Staphylococcus aureus; Ertapenem; Colistin; Streptococcus pneumoniae; Medicine; Amikacin; Klebsiella pneumoniae; Piperacillin; Staphylococcus aureus; Antibiotic resistance; Biology; Vancomycin; Pseudomonas aeruginosa; Antimicrobial; Antibiotics; Escherichia coli; Bacteria","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0006424681,0.0004781377,0.0004491459,0.002714791,0.001777093,0.001120036,0.0009533855,0.0004887555,0.001476237],"category_scores_gemma":[0.002199742,0.000388965,0.0004891824,0.004896181,0.000427178,0.0003486644,0.0006982254,0.0003963529,0.000177593],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02242121,"about_ca_system_score_gemma":0.01969251,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9922886,"about_ca_topic_score_gemma":0.9958214,"domain_scores_codex":[0.9986435,0.00005020823,0.00006989048,0.0001545611,0.000794496,0.0002874207],"domain_scores_gemma":[0.9979169,0.00006099782,0.0003072206,0.00004185324,0.001310402,0.0003626053],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009349461,0.00002843172,0.9893609,0.00008340068,0.0000543532,0.0001310684,0.00053745,0.00009258778,0.000496598,0.00005331279,0.002418312,0.006650211],"study_design_scores_gemma":[0.000005888749,0.00002500579,0.9980585,0.00002730739,0.00001789019,0.0001040411,0.0004209505,0.0001323941,0.00008477458,0.000006490734,0.001106982,0.000009859063],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9800578,0.001541079,0.0001280734,0.0003521862,0.00002109754,0.00007439117,0.01380217,0.00002808815,0.003995056],"genre_scores_gemma":[0.9913632,0.0012758,0.0005331145,0.0001660727,0.00001324519,0.00002638641,0.005608251,0.000008020507,0.00100594],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02242121,"threshold_uncertainty_score":0.1626781,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006294098797426473,"score_gpt":0.2201797681812327,"score_spread":0.2138856693838062,"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."}}