{"id":"W4311614190","doi":"10.1093/ofid/ofac492.115","title":"1649. Ceftolozane-Tazobactam or Ceftazidime-Avibactam Versus Best Available Therapy in the Treatment of Difficult-to-Treat Pseudomonas aeruginosa Infections: a Retrospective Comparative Effectiveness Analysis of 195 U.S. Hospitals, 2016–2020","year":2022,"lang":"en","type":"article","venue":"Open Forum Infectious Diseases","topic":"Antibiotic Resistance in Bacteria","field":"Biochemistry, Genetics and Molecular Biology","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Medicine; Ceftazidime/avibactam; Ceftazidime; Poisson regression; Tazobactam; Antibiotics; Pseudomonas aeruginosa; Intensive care medicine; Retrospective cohort study; Piperacillin/tazobactam; Avibactam; Internal medicine; Emergency medicine; Antibiotic resistance; Piperacillin; Imipenem; Microbiology; Population; Biology","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":[0.005671575,0.00039643,0.001062935,0.001403847,0.0002643261,0.001023717,0.0006029383,0.0005335186,0.002016953],"category_scores_gemma":[0.01038024,0.0003776602,0.003281403,0.001554571,0.0005311673,0.0009039651,0.0007330082,0.0005089258,0.0002007025],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001631049,"about_ca_system_score_gemma":0.0009221736,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003041206,"about_ca_topic_score_gemma":0.005850152,"domain_scores_codex":[0.9932106,0.00378548,0.001074683,0.0007350613,0.0008482285,0.0003459679],"domain_scores_gemma":[0.9893689,0.003180593,0.005983646,0.0002090975,0.0004607014,0.0007971266],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.1113515,0.001419361,0.8278601,0.002996959,0.01807067,0.0001677258,0.0001934217,0.001259895,0.0008945895,0.0003329126,0.00111981,0.03433303],"study_design_scores_gemma":[0.01468463,0.0552882,0.9075337,0.0008712845,0.01356677,0.0006240233,0.0006833591,0.002813266,0.001195334,0.000260355,0.002403525,0.00007554216],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9859241,0.01129202,0.000231503,0.0001210169,0.00005501756,0.0001631979,0.001589656,0.000004723291,0.0006188166],"genre_scores_gemma":[0.9975367,0.001321111,0.0002339089,0.00007945329,0.00005187207,0.00007418111,0.0006158948,0.000002276176,0.00008470859],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005671575,"threshold_uncertainty_score":0.02999449,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01757924865487525,"score_gpt":0.3036604325658008,"score_spread":0.2860811839109256,"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."}}