{"id":"W2051607779","doi":"10.1186/cc5261","title":"A pharmacokinetic basis for improving therapeutic outcomes of aminoglycoside therapy during continuous venovenous haemodiafiltration","year":2007,"lang":"en","type":"article","venue":"Critical Care","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Dosing; Aminoglycoside; Amikacin; Pharmacokinetics; Intensive care medicine; Gentamicin; Pharmacology; Antibiotics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001278732,0.0003308592,0.0006252019,0.0003341269,0.0001954416,0.001352942,0.0002662861,0.0004557323,0.0008893158],"category_scores_gemma":[0.007482199,0.0001659087,0.0003166998,0.000336975,0.0003706725,0.0007617199,0.000340241,0.0008784806,0.0001440334],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005312931,"about_ca_system_score_gemma":0.0008053496,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005279955,"about_ca_topic_score_gemma":0.0003844471,"domain_scores_codex":[0.9992436,0.0003497959,0.00007482018,0.00006746045,0.0001896223,0.00007471201],"domain_scores_gemma":[0.9972721,0.001160486,0.0009972905,0.0001843135,0.0002667657,0.0001190768],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.010145,0.002100358,0.3676738,0.0005157368,0.0006160481,0.001282057,0.0004637011,0.02728111,0.2888929,0.0113105,0.001325734,0.288393],"study_design_scores_gemma":[0.0007129931,0.01495963,0.7622647,0.0001354509,0.0007830902,0.004962246,0.0003817897,0.07681891,0.1217956,0.009508828,0.007566198,0.0001105683],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9627502,0.005680911,0.02465981,0.00205533,0.00006796518,0.0001514309,0.0002034844,0.0001885514,0.004242367],"genre_scores_gemma":[0.9956024,0.000769803,0.003165158,0.0001729039,0.00005441378,0.00002203972,0.00007205123,0.00001210952,0.0001291778],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001352942,"threshold_uncertainty_score":0.006762624,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02785310633155933,"score_gpt":0.3356978951204044,"score_spread":0.3078447887888451,"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."}}