{"id":"W3178857106","doi":"10.1093/ofid/ofab371","title":"Real-world, Multicenter Experience With Meropenem-Vaborbactam for Gram-Negative Bacterial Infections Including Carbapenem-Resistant <i>Enterobacterales</i> and <i>Pseudomonas aeruginosa</i>","year":2021,"lang":"en","type":"article","venue":"Open Forum Infectious Diseases","topic":"Antibiotics Pharmacokinetics and Efficacy","field":"Medicine","cited_by":57,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Sinai Hospital","funders":"National Institute of Allergy and Infectious Diseases","keywords":"Medicine; Rash; Internal medicine; Odds ratio; Meropenem; Logistic regression; Carbapenem; Pseudomonas aeruginosa; Cohort; Cefepime; Antibiotics; Antibiotic resistance; Microbiology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00008098911,0.00042745,0.0006328359,0.0001309819,0.000700626,0.0005261655,0.0001862942,0.00007023734,0.0002732678],"category_scores_gemma":[0.0001608847,0.0003558368,0.0001681764,0.0004198449,0.0002535567,0.0004861637,0.0005040336,0.0001841119,0.000008691472],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001505001,"about_ca_system_score_gemma":0.0002770597,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001056922,"about_ca_topic_score_gemma":0.002607204,"domain_scores_codex":[0.9978876,0.00008839717,0.0004391383,0.0007432438,0.000251063,0.0005905304],"domain_scores_gemma":[0.9981696,0.0002683632,0.0002128461,0.0004358597,0.0004292261,0.0004840958],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002596383,0.002552253,0.9269178,0.0002852476,0.0006390825,0.0001609232,0.0007646469,0.00003650763,0.05972484,0.001607394,0.00389155,0.0008234035],"study_design_scores_gemma":[0.04467608,0.005081616,0.7468268,0.002110027,0.003397081,0.0003036148,0.003601863,0.0008379698,0.1356608,0.0005063565,0.0545805,0.002417346],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9879189,0.0000981933,0.0001987588,0.0006132455,0.0004224434,0.001826474,0.0003096146,0.000101506,0.008510844],"genre_scores_gemma":[0.9963329,0.0004202827,0.0006615683,0.0009571954,0.0001619862,0.000194258,0.0003638013,0.00007984953,0.000828194],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.180091,"threshold_uncertainty_score":0.9998894,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01942467910855943,"score_gpt":0.3197047875178278,"score_spread":0.3002801084092683,"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."}}