{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001535821,0.0001920974,0.000235095,0.0002662039,0.0003397377,0.0006964709,0.0002922021,0.0002494538,0.0006646411],"category_scores_gemma":[0.00354467,0.0001701047,0.0002556605,0.0003643364,0.0003445297,0.0005293685,0.0004722852,0.0003313462,0.0001502649],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004545995,"about_ca_system_score_gemma":0.0004933021,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001049895,"about_ca_topic_score_gemma":0.001962461,"domain_scores_codex":[0.9990335,0.0004762747,0.0001000907,0.0001650055,0.000109823,0.0001154643],"domain_scores_gemma":[0.997164,0.0005561743,0.001418997,0.0001766328,0.0002107369,0.0004734983],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002792524,0.0001314817,0.9959863,0.00001244924,0.00003668321,0.0001642649,0.0001406462,0.0001365636,0.0002819304,0.00001709209,0.0001656777,0.002647662],"study_design_scores_gemma":[0.0001034192,0.002581534,0.9913045,0.00003309152,0.00006636927,0.001897818,0.001080745,0.001175225,0.0007351372,0.00005309172,0.0009532599,0.00001575891],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995696,0.000106584,0.00007596046,0.00003991391,0.00000288561,0.000006817683,0.0000804908,0.000002040384,0.000115698],"genre_scores_gemma":[0.9996216,0.00006717992,0.00009316075,0.00004011803,0.00001240776,0.000006503144,0.0001312912,0.000001343916,0.00002637202],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001535821,"threshold_uncertainty_score":0.008122265,"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."}}