{"id":"W310173945","doi":"10.1155/2009/431529","title":"Characterization of <i>Pseudomonas aeruginosa</i> Isolates Obtained from Patients in Canadian Hospitals: Results of the CANWARD 2007 Study","year":2009,"lang":"en","type":"article","venue":"Canadian Journal of Infectious Diseases and Medical Microbiology","topic":"Antibiotic Resistance in Bacteria","field":"Biochemistry, Genetics and Molecular Biology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Health Sciences Centre","funders":"Wyeth; Bayer","keywords":"Cefepime; Meropenem; Amikacin; Medicine; Piperacillin; Colistin; Tazobactam; Levofloxacin; Broth microdilution; Ciprofloxacin; Microbiology; Piperacillin/tazobactam; Antimicrobial; Pseudomonas aeruginosa; Internal medicine; Antibiotics; Minimum inhibitory concentration; Antibiotic resistance; Biology; Imipenem; 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":[0.0009790703,0.0006398851,0.0004960222,0.001239468,0.002470938,0.001032612,0.0006656132,0.0006410253,0.001047418],"category_scores_gemma":[0.002617659,0.0003159154,0.0005153534,0.002371396,0.0007031655,0.0002645673,0.0006292393,0.0005353987,0.0002493752],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01228639,"about_ca_system_score_gemma":0.01420443,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9519854,"about_ca_topic_score_gemma":0.9704178,"domain_scores_codex":[0.9980971,0.0001251094,0.0001058564,0.0002669602,0.0009104341,0.0004944704],"domain_scores_gemma":[0.9965044,0.0001790097,0.0003429934,0.00009185928,0.002352959,0.0005287997],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004744236,0.0001567631,0.9821199,0.0001425557,0.00007639155,0.0004045865,0.002042332,0.00007500916,0.003714,0.00004124719,0.001994651,0.008758251],"study_design_scores_gemma":[0.0000220742,0.0001709683,0.9960659,0.00001899318,0.00003646775,0.0002714382,0.001131895,0.00007745577,0.0006085832,0.000004115789,0.001580241,0.00001196079],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957638,0.0004499232,0.0001183552,0.0001869138,0.00001335333,0.0001135206,0.001925021,0.000009706039,0.001419521],"genre_scores_gemma":[0.9950236,0.0004942807,0.0005628908,0.0002689016,0.00001898769,0.00003411753,0.002864665,0.000007050495,0.0007255208],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04801458,"threshold_uncertainty_score":0.09659463,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002206601428170402,"score_gpt":0.1978223716473284,"score_spread":0.195615770219158,"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."}}