{"id":"W3159553356","doi":"10.1016/j.diagmicrobio.2021.115418","title":"In vitro activity of imipenem-relebactam against various resistance phenotypes/genotypes of Enterobacterales and Pseudomonas aeruginosa isolated from patients across Canada as part of the CANWARD study, 2016-2019","year":2021,"lang":"en","type":"article","venue":"Diagnostic Microbiology and Infectious Disease","topic":"Antibiotic Resistance in Bacteria","field":"Biochemistry, Genetics and Molecular Biology","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"Manitoba Health; University of Manitoba","funders":"University of Manitoba","keywords":"Imipenem; Pseudomonas aeruginosa; Serratia marcescens; Broth microdilution; Microbiology; Biology; Pseudomonadaceae; Enterobacteriaceae; Antibacterial agent; Bacteria; Minimum inhibitory concentration; Antibiotic resistance; Antibiotics; Escherichia coli; 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":[0.0004089619,0.0004263074,0.0005014041,0.000336143,0.0003105877,0.0005336275,0.0004659969,0.0002818231,0.001375386],"category_scores_gemma":[0.0007258979,0.0001887447,0.0003358001,0.0006174198,0.0003143369,0.0001362187,0.0002354106,0.0004499955,0.0005543877],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008016087,"about_ca_system_score_gemma":0.001139621,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09364843,"about_ca_topic_score_gemma":0.1169201,"domain_scores_codex":[0.9993721,0.0001426046,0.00006740326,0.00008938283,0.0001944316,0.0001341372],"domain_scores_gemma":[0.9995636,0.0001203261,0.00003929566,0.00004167142,0.0001561821,0.00007882449],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.004840964,0.0007466061,0.01825778,0.0002692429,0.0001188356,0.0003329889,0.0005956384,0.0008483775,0.9630322,0.0000953665,0.000677483,0.0101845],"study_design_scores_gemma":[0.0001840984,0.009673562,0.2192297,0.00005684331,0.0002671083,0.0008219246,0.0008800896,0.001849788,0.7624344,0.00003552577,0.004527279,0.00003957547],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952449,0.001771078,0.0001910698,0.0000871753,0.00004287865,0.00003088881,0.001170487,0.00001221899,0.001449368],"genre_scores_gemma":[0.9922445,0.0007986556,0.0007816085,0.00007155208,0.00002552879,0.00001575424,0.003108107,0.000009543644,0.002944657],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9063516,"threshold_uncertainty_score":0.1862067,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002459984983011271,"score_gpt":0.2010354414282515,"score_spread":0.1985754564452402,"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."}}