{"id":"W2138949405","doi":"10.1093/jac/dkp225","title":"Identification of multidrug- and carbapenem-resistant Acinetobacter baumannii in Canada: results from CANWARD 2007","year":2009,"lang":"en","type":"article","venue":"Journal of Antimicrobial Chemotherapy","topic":"Antibiotic Resistance in Bacteria","field":"Biochemistry, Genetics and Molecular Biology","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; Public Health Agency of Canada; University of Alberta Hospital; Health Sciences Centre; Alberta Hospital Edmonton; University of Manitoba","funders":"Astellas Pharma; Pfizer Canada; Public Health Agency; Public Health Agency of Canada; University of Manitoba; Pfizer","keywords":"Acinetobacter baumannii; Carbapenem; Microbiology; Pulsed-field gel electrophoresis; Multiple drug resistance; Antibiotic resistance; Biology; Antimicrobial; Drug resistance; Medicine; Antibiotics; Genotype; Gene; Pseudomonas aeruginosa; Bacteria; Genetics","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":[0.000572168,0.0007397541,0.0004117749,0.002651939,0.003336,0.001148299,0.0007650021,0.0005316145,0.001408742],"category_scores_gemma":[0.001594385,0.0004057136,0.0004971379,0.003264152,0.000735787,0.0002714741,0.00108547,0.0006046892,0.000301826],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02310009,"about_ca_system_score_gemma":0.03509387,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.99064,"about_ca_topic_score_gemma":0.9957466,"domain_scores_codex":[0.9980944,0.00005905059,0.00007151053,0.0001742636,0.001048686,0.0005520345],"domain_scores_gemma":[0.9962891,0.0001033025,0.0002485513,0.00007830305,0.002610446,0.0006702122],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004484489,0.0002081185,0.9645559,0.0001797078,0.0001031317,0.00134522,0.00183824,0.0002930544,0.006024091,0.00009204469,0.00255403,0.02235798],"study_design_scores_gemma":[0.00002449958,0.0001296197,0.9923211,0.00004176646,0.00004734394,0.000566522,0.001599202,0.0002601385,0.001472559,0.00001148322,0.003506607,0.00001919392],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9913281,0.001224782,0.000201474,0.0002094289,0.00002029646,0.0001785224,0.003858345,0.00002938867,0.002949626],"genre_scores_gemma":[0.9874634,0.001871395,0.001064304,0.0002811417,0.00001807484,0.00004261185,0.006032725,0.00001710095,0.003209233],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02310009,"threshold_uncertainty_score":0.1676036,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00488372713213035,"score_gpt":0.2179570689194349,"score_spread":0.2130733417873046,"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."}}