{"id":"W2969915150","doi":"10.1093/jac/dkz285","title":"Characterization of carbapenem-resistant and XDR Pseudomonas aeruginosa in Canada: results of the CANWARD 2007–16 study","year":2019,"lang":"en","type":"article","venue":"Journal of Antimicrobial Chemotherapy","topic":"Antibiotic Resistance in Bacteria","field":"Biochemistry, Genetics and Molecular Biology","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan; Royal University Hospital; Shared Health; University of Manitoba; Public Health Agency of Canada","funders":"Astellas Pharma; Medicines Company; Diagnostic Services Manitoba; Sunovion; Bayer; University of Manitoba; AstraZeneca; Astellas Pharma US; Pfizer; Achaogen; Merck; Abbott Laboratories","keywords":"Pseudomonas aeruginosa; Carbapenem; Colistin; Microbiology; Broth microdilution; Multilocus sequence typing; Biology; Pulsed-field gel electrophoresis; Genotype; Antimicrobial; Antibiotics; Minimum inhibitory concentration; Gene; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002789455,0.0001301125,0.00034698,0.00004667019,0.00001717386,0.000008910174,0.0002472114,0.00006981844,0.00001181765],"category_scores_gemma":[0.0000295094,0.0000958717,0.00007265576,0.0001075622,0.00006040876,0.000008236851,0.00004112037,0.0001013874,1.20946e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008086696,"about_ca_system_score_gemma":0.0007455044,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03518633,"about_ca_topic_score_gemma":0.1090487,"domain_scores_codex":[0.9987684,0.00008447444,0.0006663335,0.000155877,0.0001838205,0.0001411073],"domain_scores_gemma":[0.9987336,0.00001416436,0.0007906443,0.0002600729,0.0001685705,0.00003296865],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001086479,0.00008936883,0.215719,0.00002477833,0.00005551817,0.000002474272,0.00009760304,0.00000960861,0.782442,0.000001297387,0.0003539892,0.0001178343],"study_design_scores_gemma":[0.002018953,0.0002007831,0.390459,0.00008967412,0.00001155999,0.00001412366,0.0001358731,0.000001346338,0.6061252,0.00000107174,0.0008668558,0.00007549598],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990085,0.00005480313,0.00001275575,0.0002297992,0.0003164399,0.0002599243,0.00004379833,5.47238e-7,0.00007343457],"genre_scores_gemma":[0.9991794,0.0003688039,0.0000728946,0.0001625159,0.00007240248,1.966613e-7,0.000007022009,0.00001549682,0.0001213195],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1763168,"threshold_uncertainty_score":0.9712384,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004018545307455551,"score_gpt":0.2014337623677654,"score_spread":0.1974152170603098,"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."}}