{"id":"W4387115339","doi":"10.4212/cjhp.3429","title":"Optimal Therapeutic Drug Monitoring Strategy for IV Aminoglycosides and IV Vancomycin in People with Cystic Fibrosis: A Systematic Review","year":2023,"lang":"en","type":"review","venue":"The Canadian Journal of Hospital Pharmacy","topic":"Cystic Fibrosis Research Advances","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital; Vancouver Coastal Health; Vancouver General Hospital","funders":"","keywords":"Medicine; Vancomycin; CINAHL; Cystic fibrosis; MEDLINE; Therapeutic drug monitoring; Aminoglycoside; Web of science; Internal medicine; Intensive care medicine; Meta-analysis; Antibiotics; Gynecology; Pharmacokinetics; Microbiology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.009272914,0.001319609,0.00837347,0.007420449,0.0006015314,0.002851499,0.001929862,0.002255548,0.00347323],"category_scores_gemma":[0.04824221,0.0009306804,0.007745515,0.007450527,0.0008321881,0.002850564,0.001234884,0.001329123,0.0002403301],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004388091,"about_ca_system_score_gemma":0.01373395,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007948967,"about_ca_topic_score_gemma":0.02000355,"domain_scores_codex":[0.990785,0.003752789,0.003333102,0.0005954053,0.001285349,0.0002483191],"domain_scores_gemma":[0.962888,0.02695583,0.007223474,0.0003487899,0.002211745,0.0003721162],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0003302661,0.00002451844,0.0006594523,0.9553186,0.00673409,0.00005509184,0.0001396316,0.0001056933,0.00007405906,0.0001797658,0.0009892696,0.03538943],"study_design_scores_gemma":[0.0005280265,0.0002740604,0.002966028,0.9276939,0.05752454,0.0002267266,0.0002614456,0.0001360789,0.0001328771,0.0002916687,0.009925094,0.00003955435],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0009665581,0.9979613,0.0001026312,0.0002353199,0.00006005366,0.0002891019,0.0001854899,0.000006018085,0.0001935006],"genre_scores_gemma":[0.01951306,0.9778659,0.0009851552,0.0005377516,0.00007638553,0.0007413767,0.000191032,0.000004974767,0.00008432503],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.009272914,"threshold_uncertainty_score":0.04904044,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05453288928813686,"score_gpt":0.3763310370897055,"score_spread":0.3217981478015686,"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."}}