{"id":"W4224236181","doi":"10.1099/jmm.0.001487","title":"Activity of ceftolozane/tazobactam against Gram-negative isolates among different infections in Hong Kong: SMART 2017–2019","year":2022,"lang":"en","type":"article","venue":"Journal of Medical Microbiology","topic":"Antibiotic Resistance in Bacteria","field":"Biochemistry, Genetics and Molecular Biology","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"Merck Sharp and Dohme","keywords":"Cefepime; Tazobactam; Meropenem; Piperacillin/tazobactam; Microbiology; Ceftazidime; Piperacillin; Medicine; Broth microdilution; Klebsiella pneumoniae; Pseudomonas aeruginosa; Biology; Antimicrobial; Antibiotics; Minimum inhibitory concentration; Antibiotic resistance; Imipenem; Escherichia coli; 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":[0.0007105011,0.0005119785,0.0003991046,0.0006434801,0.0002756639,0.0005559781,0.0003291979,0.0001995348,0.001113674],"category_scores_gemma":[0.0007141127,0.0001841138,0.0004433613,0.0008670602,0.0003733925,0.000349756,0.0003249733,0.0002845855,0.00025392],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001382257,"about_ca_system_score_gemma":0.002190937,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1005987,"about_ca_topic_score_gemma":0.07972322,"domain_scores_codex":[0.9995887,0.00004172002,0.0000949044,0.00008258902,0.0001139731,0.00007826086],"domain_scores_gemma":[0.9986548,0.00007210718,0.0003888698,0.00005099325,0.0006411881,0.0001920128],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000875244,0.0001045747,0.954459,0.000818119,0.0001465487,0.0008215361,0.000618745,0.0004182386,0.01190153,0.00006775773,0.003260254,0.02650854],"study_design_scores_gemma":[0.00001411137,0.000502405,0.9917262,0.00008995438,0.00007902823,0.000356373,0.0005573971,0.0001921353,0.002607141,0.000009554135,0.003849596,0.00001610878],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9859281,0.005870881,0.0002217432,0.0004509597,0.00008273448,0.00007853324,0.005171386,0.00002360371,0.002172101],"genre_scores_gemma":[0.9896069,0.003499375,0.0004600394,0.0002500749,0.0000587961,0.00003912259,0.004940108,0.000007815882,0.00113783],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1005987,"threshold_uncertainty_score":0.2000263,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007246050057260715,"score_gpt":0.2511172038232583,"score_spread":0.2438711537659975,"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."}}