{"id":"W3152798658","doi":"10.1007/s40262-021-01013-1","title":"Piperacillin-Tazobactam in Intensive Care Units: A Review of Population Pharmacokinetic Analyses","year":2021,"lang":"en","type":"review","venue":"Clinical Pharmacokinetics","topic":"Antibiotics Pharmacokinetics and Efficacy","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre Hospitalier Universitaire Sainte-Justine; Université de Montréal","funders":"Fonds de Recherche du Québec - Santé; Université de Montréal","keywords":"Piperacillin; Piperacillin/tazobactam; Medicine; Tazobactam; Volume of distribution; Population; Intensive care unit; Dosing; Intensive care medicine; Pharmacokinetics; Intensive care; Pharmacology; Biology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00327541,0.00129822,0.005098447,0.003770142,0.0001995152,0.001746779,0.001636206,0.001395158,0.002748044],"category_scores_gemma":[0.006602417,0.0006516261,0.003120517,0.004106408,0.0005124442,0.001944578,0.0008828384,0.001886203,0.0004591378],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009038816,"about_ca_system_score_gemma":0.002865195,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001845801,"about_ca_topic_score_gemma":0.003864455,"domain_scores_codex":[0.998688,0.0003317556,0.0004384875,0.0002057377,0.0002950805,0.0000408901],"domain_scores_gemma":[0.9953201,0.003247319,0.0008024593,0.00007029394,0.0004879929,0.00007177379],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0004567505,0.0001156101,0.0006135609,0.1645734,0.002463944,0.0001533964,0.0000681076,0.0007434374,0.0008147666,0.001295239,0.007897723,0.8208039],"study_design_scores_gemma":[0.0009943545,0.002005635,0.01442901,0.2245917,0.03269998,0.005215976,0.000331784,0.001989958,0.00218489,0.00520887,0.710007,0.0003408153],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00007362442,0.9996654,0.00007625292,0.0000751673,0.00002291647,0.000005659655,0.00001892745,0.000002354335,0.00005967116],"genre_scores_gemma":[0.0006984993,0.9988077,0.0002659692,0.0001173508,0.00004479818,0.000009484785,0.00002263933,0.000001323178,0.00003214195],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005098447,"threshold_uncertainty_score":0.01732224,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3417052511652059,"score_gpt":0.5795854406689658,"score_spread":0.2378801895037598,"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."}}