{"id":"W7133095890","doi":"","title":"Improving Precision of Vancomycin Dosing in Neonatal Sepsis based on Clinical Outcome Evaluation and Population Pharmacokinetics","year":2023,"lang":"","type":"dissertation","venue":"TSpace","topic":"Antimicrobial Resistance in Staphylococcus","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Hospital for Sick Children; University of Toronto","keywords":"Vancomycin; Dosing; Confidence interval; Odds ratio; Population; Therapeutic drug monitoring; Pharmacokinetics; Logistic regression; Neonatal intensive care unit","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":[0.04676307,0.0007277182,0.002523556,0.002250035,0.0001552261,0.002277044,0.001066056,0.000888876,0.0004107479],"category_scores_gemma":[0.1210646,0.0004308381,0.003037432,0.001499584,0.0004797964,0.00137736,0.0009491678,0.001279518,0.0001097147],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001403676,"about_ca_system_score_gemma":0.0029936,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002998061,"about_ca_topic_score_gemma":0.002245276,"domain_scores_codex":[0.9723172,0.0206587,0.002643941,0.001764845,0.00245862,0.000156754],"domain_scores_gemma":[0.8754319,0.1012297,0.01403523,0.003250169,0.005717331,0.0003356057],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.002895417,0.0002510452,0.4017254,0.01119152,0.01493619,0.000305148,0.0005801597,0.15211,0.002092178,0.003869589,0.003446597,0.4065968],"study_design_scores_gemma":[0.0009870457,0.005473133,0.3127867,0.01514471,0.02196579,0.001719513,0.0005122975,0.5855197,0.008732548,0.03130941,0.01543951,0.0004096852],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3955264,0.2398402,0.3465014,0.007563517,0.0003683332,0.0005710865,0.002795998,0.0007454569,0.00608757],"genre_scores_gemma":[0.9437543,0.01941683,0.03511074,0.000596281,0.0001201111,0.0001401833,0.0006949246,0.00004698247,0.0001196485],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04676307,"threshold_uncertainty_score":0.2473097,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07639832552738125,"score_gpt":0.472842467167358,"score_spread":0.3964441416399768,"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."}}