{"id":"W55698963","doi":"10.1155/2008/714846","title":"Characterization of Methicillin‐Resistant <i>Staphylococcus aureus</i>, Vancomycin‐Resistant Enterococci and Extended‐Spectrum Beta‐Lactamase‐Producing <i>Escherichia coli</i> in Intensive Care Units in Canada: Results of the Canadian National Intensive Care Unit (Can‐Icu) Study (2005–2006)","year":2008,"lang":"en","type":"article","venue":"Canadian Journal of Infectious Diseases and Medical Microbiology","topic":"Antimicrobial Resistance in Staphylococcus","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; University of Manitoba","funders":"Killam Trusts; University of Alberta; Pfizer; McMaster University; London Health Sciences Centre; Hamilton Health Sciences; University of Manitoba; Dartmouth College","keywords":"Microbiology; Staphylococcus aureus; Vancomycin-Resistant Enterococci; Escherichia coli; Enterococcus; Beta-lactamase; Antibiotic resistance; Methicillin-resistant Staphylococcus aureus; Antibiotics; Vancomycin; Medicine; Biology; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003636629,0.0003402193,0.001009926,0.0007769307,0.000242213,0.00001365751,0.0002484816,0.0002486875,0.00002328345],"category_scores_gemma":[0.003334993,0.0002748689,0.0001087567,0.0007957579,0.0008191266,0.00006788353,0.00005615009,0.0008751499,1.466572e-7],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002268668,"about_ca_system_score_gemma":0.03777396,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9315041,"about_ca_topic_score_gemma":0.9994893,"domain_scores_codex":[0.996925,0.0003926688,0.001280201,0.0004168799,0.0003352878,0.0006499423],"domain_scores_gemma":[0.993279,0.0002380656,0.0007072411,0.0002623735,0.004361187,0.001152071],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001211956,0.00008767147,0.9133493,0.00036544,0.0002779069,0.001789962,0.01041055,0.00004576527,0.07164636,0.00003998345,0.0005274083,0.0002477442],"study_design_scores_gemma":[0.005177139,0.0008033629,0.958852,0.001355546,0.0002004662,0.0001963027,0.02704507,0.000004218958,0.00345435,0.00001569374,0.0026135,0.0002823655],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9910416,0.002852364,0.000002679748,0.002226934,0.0004032353,0.0008542074,0.002554364,0.000003854709,0.00006074235],"genre_scores_gemma":[0.9967823,0.0003765216,0.000005842312,0.002570719,0.00008087053,0.0000103639,0.000132618,0.00002881427,0.00001192015],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06819201,"threshold_uncertainty_score":0.9999704,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01206179594818412,"score_gpt":0.2320516346753161,"score_spread":0.2199898387271319,"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."}}