{"id":"W4214530781","doi":"10.1093/jacamr/dlac027","title":"Presence of the narrow-spectrum OXA-1 β-lactamase enzyme is associated with elevated piperacillin/tazobactam MIC values among ESBL-producing <i>Escherichia coli</i> clinical isolates (CANWARD, 2007–18)","year":2022,"lang":"en","type":"article","venue":"JAC-Antimicrobial Resistance","topic":"Antibiotic Resistance in Bacteria","field":"Biochemistry, Genetics and Molecular Biology","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"Public Health Agency of Canada; University of Manitoba; Manitoba Health","funders":"University of Manitoba; Sunovion","keywords":"Piperacillin/tazobactam; Piperacillin; Microbiology; Escherichia coli; Tazobactam; Beta-lactamase; Beta-Lactamase Inhibitors; Antibiotics; Chemistry; Biology; Bacteria; Antibiotic resistance; Imipenem; Gene; Genetics; Pseudomonas aeruginosa","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0002399404,0.0004250947,0.0003027297,0.0009895241,0.0002946336,0.0006811617,0.0002208438,0.0005335815,0.002550885],"category_scores_gemma":[0.00166292,0.0002577025,0.000265269,0.0007454263,0.000388461,0.000244584,0.0002634384,0.0006342334,0.0004346287],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001382292,"about_ca_system_score_gemma":0.0001734156,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001318377,"about_ca_topic_score_gemma":0.001179494,"domain_scores_codex":[0.9996285,0.00006971878,0.00005361479,0.00008059986,0.00009338038,0.00007402991],"domain_scores_gemma":[0.9983039,0.0003162983,0.0008885412,0.00008289973,0.0001656744,0.0002427228],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001364592,0.0002297679,0.9011712,0.0000715931,0.00009311261,0.006139542,0.0002477591,0.00006622714,0.08292674,0.0001185111,0.0004863777,0.007084627],"study_design_scores_gemma":[0.000009964779,0.000314909,0.9677453,0.00001665846,0.00006695255,0.02209892,0.0002006927,0.0002262111,0.008768721,0.00006352471,0.0004787226,0.000009317277],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986525,0.0001977377,0.0001952494,0.00007833169,0.00001069192,0.000003769406,0.00009691564,0.00001091626,0.0007539187],"genre_scores_gemma":[0.9993989,0.00007207062,0.0001991879,0.00003587245,0.00001942603,0.000001546687,0.00009299318,0.000004365415,0.0001755661],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002550885,"threshold_uncertainty_score":0.008533537,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01166646626028341,"score_gpt":0.2460613132669497,"score_spread":0.2343948470066663,"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."}}