{"id":"W2078795727","doi":"10.1016/j.ijantimicag.2008.04.023","title":"Antimicrobial susceptibility of well-characterised multiresistant CTX-M-producing Escherichia coli: failure of automated systems to detect resistance to piperacillin/tazobactam","year":2008,"lang":"en","type":"article","venue":"International Journal of Antimicrobial Agents","topic":"Antibiotic Resistance in Bacteria","field":"Biochemistry, Genetics and Molecular Biology","cited_by":33,"is_retracted":false,"has_abstract":false,"ca_institutions":"Calgary Laboratory Services; University of Calgary","funders":"","keywords":"Amikacin; Piperacillin; Microbiology; Tigecycline; Tazobactam; Imipenem; Meropenem; Ertapenem; Gentamicin; Ciprofloxacin; Antimicrobial; Chemistry; Antibiotic resistance; Biology; Antibiotics; Pseudomonas aeruginosa; Bacteria","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0005672086,0.0004408149,0.0005145189,0.0005561365,0.00023144,0.0005315821,0.0004013435,0.0008890142,0.0003646864],"category_scores_gemma":[0.002515234,0.0002872767,0.0003001175,0.0006578097,0.0003683308,0.0002351553,0.0003364089,0.0004312011,0.0002615175],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002219971,"about_ca_system_score_gemma":0.0001566704,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002219362,"about_ca_topic_score_gemma":0.001660437,"domain_scores_codex":[0.9986178,0.0004087254,0.0002251516,0.0002078663,0.0004332972,0.0001071585],"domain_scores_gemma":[0.998399,0.0006727835,0.0002979767,0.0001818612,0.0003497482,0.00009852306],"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":[0.0006113858,0.0002979179,0.02163068,0.00009210698,0.000038152,0.0003476405,0.0003687216,0.0007594009,0.9724774,0.00003690466,0.00006847089,0.00327114],"study_design_scores_gemma":[0.00004668153,0.003149821,0.1617021,0.00002262712,0.0001421849,0.002901134,0.0007394301,0.00503697,0.8251864,0.00006476948,0.0009556671,0.00005230317],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988771,0.0001278319,0.0005833795,0.00002336422,0.000005484364,0.000014195,0.0002336178,0.00001445985,0.0001205953],"genre_scores_gemma":[0.9976631,0.0001165548,0.001489192,0.00001871692,0.000005036614,0.00002046594,0.0005006177,0.00001004773,0.0001763099],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002219362,"threshold_uncertainty_score":0.004412949,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01226750318644656,"score_gpt":0.262328747091316,"score_spread":0.2500612439048694,"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."}}