{"id":"W3009101247","doi":"10.3390/pharmacy8010033","title":"Principles of Drug Dosing in Sustained Low Efficiency Dialysis (SLED) and Review of Antimicrobial Dosing Literature","year":2020,"lang":"en","type":"review","venue":"Pharmacy","topic":"Antibiotics Pharmacokinetics and Efficacy","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Dosing; Medicine; Intensive care medicine; Renal replacement therapy; Dialysis; Pharmacokinetics; Pharmacodynamics; Acute kidney injury; Pharmacology; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006138209,0.0005042536,0.003195581,0.000441634,0.00003896008,0.00002867068,0.0002529324,0.0000973889,0.00005645227],"category_scores_gemma":[0.0003508521,0.000403041,0.0006119857,0.001687254,0.0001472233,0.00006758107,0.0002427337,0.0007093358,0.000003286726],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008012333,"about_ca_system_score_gemma":0.0004740215,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001595792,"about_ca_topic_score_gemma":3.778176e-7,"domain_scores_codex":[0.9969759,0.000219024,0.001587272,0.0005398177,0.0003270635,0.000350929],"domain_scores_gemma":[0.9981781,0.0002095051,0.0008745782,0.0003225493,0.0002208633,0.0001944449],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006875917,0.0003379844,0.0001047923,0.6241863,0.000256749,0.0001940919,0.0004453843,0.000001863284,0.0007376563,0.00005575661,0.0002685603,0.3733421],"study_design_scores_gemma":[0.001716058,0.0000275578,0.000007785265,0.3765917,0.00377809,0.00007678132,0.000007896575,0.0002767021,0.001086223,7.052895e-7,0.6161053,0.000325271],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0008252215,0.9966037,0.00002237914,0.0004050251,0.0001454311,0.001461229,0.00008255101,0.00002266793,0.0004318516],"genre_scores_gemma":[0.004936558,0.9937951,0.0004023796,0.0002755031,0.0002371056,0.000004547162,0.0002001621,0.00006999492,0.00007863652],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6158367,"threshold_uncertainty_score":0.9998422,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03303854362046323,"score_gpt":0.3607462104464792,"score_spread":0.327707666826016,"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."}}