{"id":"W2158134914","doi":"10.1016/j.diagmicrobio.2008.04.012","title":"Antimicrobial susceptibility of 3931 organisms isolated from intensive care units in Canada: Canadian National Intensive Care Unit Study, 2005/2006","year":2008,"lang":"en","type":"article","venue":"Diagnostic Microbiology and Infectious Disease","topic":"Antimicrobial Resistance in Staphylococcus","field":"Medicine","cited_by":63,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health Canada; Health Sciences Centre; University of Manitoba","funders":"","keywords":"Tigecycline; Cefepime; Dalbavancin; Meropenem; Microbiology; Linezolid; Piperacillin; Acinetobacter baumannii; Daptomycin; Medicine; Vancomycin; Antimicrobial; Biology; Staphylococcus aureus; Antibiotics; Imipenem; Antibiotic resistance; Pseudomonas aeruginosa","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00007204674,0.0003697961,0.000700466,0.0003435611,0.0002366439,0.000008538386,0.0001403749,0.0002110443,0.0002066083],"category_scores_gemma":[0.005821315,0.0003737764,0.00007088968,0.0005093623,0.0005601469,0.00006592564,0.00009418769,0.0004607376,0.00001286268],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00140341,"about_ca_system_score_gemma":0.01204542,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9487538,"about_ca_topic_score_gemma":0.9967398,"domain_scores_codex":[0.9978927,0.0002148993,0.0005728858,0.0006344703,0.0001123633,0.0005726326],"domain_scores_gemma":[0.9923761,0.0006608569,0.0001767558,0.0003234633,0.005953428,0.0005093468],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004318677,0.00009824108,0.9802967,0.00009785287,0.0001454085,0.001289545,0.004896216,0.00005522101,0.006334449,0.000007671654,0.006289074,0.00005779298],"study_design_scores_gemma":[0.003521534,0.0003042932,0.9660719,0.0002794698,0.0002402301,0.0001280262,0.02653715,0.000007556154,0.001854057,0.00001377091,0.0006379235,0.0004040918],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9908503,0.00161853,0.000006853048,0.0002545644,0.0003685133,0.00126768,0.005488051,0.00002873546,0.0001167602],"genre_scores_gemma":[0.993993,0.0002043006,0.000007555296,0.00361272,0.00005900833,0.00002143749,0.002046471,0.00003421194,0.00002130809],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04798604,"threshold_uncertainty_score":0.9998714,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01245047315229445,"score_gpt":0.2359214676196803,"score_spread":0.2234709944673859,"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."}}