{"id":"W4402865773","doi":"10.1080/14787210.2024.2405930","title":"Ceftolozane/Tazobactam treatment for patients with hospital-acquired and ventilatory-associated bacterial pneumonia in Canada in 2022–2024: results from the CLEAR registry","year":2024,"lang":"en","type":"article","venue":"Expert Review of Anti-infective Therapy","topic":"Nosocomial Infections in ICU","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre intégré universitaire de santé et de services sociaux de l'Est-de-l'Île-de-Montréal; University of Manitoba; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; Hamilton Health Sciences; Health Sciences Centre; St. Boniface Hospital; Royal University Hospital; University of British Columbia; London Health Sciences Centre; William Osler Health System; University of Alberta; Fraser Health","funders":"","keywords":"Medicine; Pneumonia; Hospital-acquired pneumonia; Intensive care medicine; Tazobactam; Bacterial pneumonia; Emergency medicine; Pediatrics; Internal medicine; Antibiotics; Microbiology; Biology; Antibiotic resistance","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001363005,0.0005214232,0.0008461181,0.003643663,0.001270948,0.001682595,0.001355112,0.0004798106,0.001967375],"category_scores_gemma":[0.005343809,0.0004034137,0.001168216,0.009074809,0.0004620399,0.0004629572,0.0008999916,0.0007826072,0.0003544734],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01879144,"about_ca_system_score_gemma":0.05849518,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.972007,"about_ca_topic_score_gemma":0.9825644,"domain_scores_codex":[0.9957236,0.0002100267,0.0004596181,0.0003235112,0.002532689,0.0007505081],"domain_scores_gemma":[0.9877397,0.0005725756,0.003334402,0.0002581958,0.006863412,0.001231645],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008276462,0.0001080536,0.9663574,0.001087617,0.0003907148,0.000185999,0.0002239967,0.0002559602,0.0002359694,0.0001297413,0.01074531,0.01945172],"study_design_scores_gemma":[0.0001277816,0.0001106486,0.9888101,0.0003932909,0.0003433671,0.0002276241,0.0004371063,0.0003037042,0.0002175221,0.00002147505,0.008975308,0.00003224106],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7138111,0.02123891,0.0006271747,0.001637187,0.000139622,0.0009025843,0.2519079,0.0001362695,0.009599268],"genre_scores_gemma":[0.8660452,0.01313312,0.001667493,0.0009521082,0.0001087369,0.0003918481,0.1153262,0.00005203359,0.002323241],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02799302,"threshold_uncertainty_score":0.1363421,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01066534641099975,"score_gpt":0.2827756510289948,"score_spread":0.272110304617995,"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."}}