{"id":"W2981806901","doi":"10.1093/ofid/ofz360.786","title":"718. Activity of Ceftolozane–Tazobactam and Ceftazidime–Avibactam Against Clinical P. aeruginosa Isolates Collected in United States and Canada—SMART 2018","year":2019,"lang":"en","type":"article","venue":"Open Forum Infectious Diseases","topic":"Antibiotic Resistance in Bacteria","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Tazobactam; Medicine; Ceftazidime/avibactam; Cefepime; Broth microdilution; Ceftazidime; Microbiology; Aztreonam; Cephalosporin; Meropenem; Piperacillin; Piperacillin/tazobactam; Antimicrobial; Imipenem; Pseudomonas aeruginosa; Biology; Minimum inhibitory concentration; Antibiotics; Antibiotic resistance; Bacteria","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001509024,0.0002419258,0.0004435387,0.00008143065,0.00009362309,0.00008562337,0.0002126065,0.000163409,0.00003371633],"category_scores_gemma":[0.0001968253,0.000233025,0.00005355761,0.0001951849,0.0002127449,0.0000285901,0.0003892125,0.0001229902,0.000001947872],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000459018,"about_ca_system_score_gemma":0.000472302,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1101835,"about_ca_topic_score_gemma":0.2973322,"domain_scores_codex":[0.9984645,0.0001913656,0.0003861063,0.0005043284,0.0001045766,0.0003490688],"domain_scores_gemma":[0.9989937,0.0001346594,0.0002361339,0.0003799839,0.0000994944,0.0001560239],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004874786,0.0002379853,0.9820189,0.00007044795,0.0001040838,0.00000546823,0.00001236826,0.00001623802,0.01325072,0.00001491878,0.003056144,0.0007252294],"study_design_scores_gemma":[0.002139534,0.000593129,0.9790879,0.0001082856,0.00004373481,0.00001025384,0.0002102416,0.000216979,0.006623842,0.00005131364,0.01053366,0.00038108],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973114,0.0003793579,0.000005209754,0.0001062536,0.0001949302,0.0006620998,0.0002604012,0.00001152772,0.001068801],"genre_scores_gemma":[0.997302,0.001670828,0.00002650812,0.0003193562,0.00001568983,0.000009970677,0.0003306651,0.00002718597,0.0002978087],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1871487,"threshold_uncertainty_score":0.9502482,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006027283313698354,"score_gpt":0.2559569342527567,"score_spread":0.2499296509390584,"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."}}