{"id":"W2897872583","doi":"10.1093/ofid/ofy210.2035","title":"2382. Ceftolozane/Tazobactam for the Treatment of Multidrug-Resistant <i>Pseudomonas aeruginosa</i> Infections in Immunocompromised Patients: A Multi-Center Study","year":2018,"lang":"en","type":"article","venue":"Open Forum Infectious Diseases","topic":"Antibiotic Resistance in Bacteria","field":"Biochemistry, Genetics and Molecular Biology","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Allergy and Infectious Diseases; Allergan; Merck Canada; Shionogi; Astellas Pharma; Amplyx; Zoetis; Sunovion; Gilead Sciences","keywords":"Medicine; Clinical microbiology; Cephalosporin; Pseudomonas aeruginosa; Internal medicine; Family medicine; Antibiotics; Microbiology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009979399,0.0003053209,0.0003594058,0.00007136851,0.0003416896,0.0001095441,0.0004223571,0.00008000754,0.00002294073],"category_scores_gemma":[0.0001294671,0.000222543,0.0002096906,0.0001714709,0.0002524339,0.00002434393,0.0001970529,0.00004381476,0.000008795953],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001004039,"about_ca_system_score_gemma":0.0001173493,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009018793,"about_ca_topic_score_gemma":0.005315968,"domain_scores_codex":[0.998368,0.0001269527,0.0004770062,0.0005086937,0.0001236641,0.0003957236],"domain_scores_gemma":[0.9985896,0.00009026999,0.0002497538,0.0007266447,0.0002601594,0.00008356592],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001286108,0.01899801,0.9687347,0.00001818179,0.0003235969,0.000001482564,0.0001901893,0.00001232336,0.007857718,0.00001917754,0.000548412,0.002010063],"study_design_scores_gemma":[0.03602319,0.01408099,0.9021401,0.00007865135,0.0002859932,0.00000510059,0.00107229,0.0001576071,0.01333525,0.00005480846,0.03212921,0.0006368493],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936084,0.000222828,0.0002583087,0.00004346325,0.000403463,0.004595719,0.0004185259,0.00001958785,0.0004296672],"genre_scores_gemma":[0.9983433,0.0001857233,0.0001298033,0.00009846684,0.0000823516,0.0006826979,0.0002221778,0.00004412349,0.0002112982],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06659468,"threshold_uncertainty_score":0.9075039,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01237769189871793,"score_gpt":0.2920705036689954,"score_spread":0.2796928117702774,"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."}}