{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007979472,0.0008777174,0.00102494,0.002025705,0.002973737,0.001392741,0.001797962,0.0009195213,0.001275074],"category_scores_gemma":[0.002190314,0.0008404492,0.0008721569,0.005464732,0.0008551825,0.0004240976,0.0008485246,0.0009998307,0.0003724426],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0231161,"about_ca_system_score_gemma":0.02389134,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9862787,"about_ca_topic_score_gemma":0.9919202,"domain_scores_codex":[0.9979943,0.00008795734,0.0001790291,0.0002768826,0.001010038,0.0004517225],"domain_scores_gemma":[0.9969493,0.0001075831,0.0005125859,0.00008380754,0.00173482,0.0006119979],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000242592,0.00007866334,0.9888903,0.0001250756,0.00009117158,0.0002744432,0.001138398,0.0001631185,0.001020485,0.00005603814,0.002285668,0.00563401],"study_design_scores_gemma":[0.00001048974,0.00006756884,0.9977005,0.0000356094,0.00003459458,0.0001729581,0.0006902941,0.00012591,0.0001757416,0.000005508855,0.000970312,0.00001044307],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9858094,0.001437398,0.0001824365,0.0001617701,0.0000221648,0.000128852,0.00998886,0.00001967584,0.002249458],"genre_scores_gemma":[0.9916181,0.001037351,0.0005286117,0.0003720655,0.00001322691,0.00004699517,0.004819704,0.0000169741,0.001546978],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0231161,"threshold_uncertainty_score":0.1677198,"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."}}