{"id":"W4308607450","doi":"10.1177/08968608221134980","title":"Predictors of serum vancomycin levels in peritoneal dialysis-associated peritonitis","year":2022,"lang":"en","type":"article","venue":"Peritoneal Dialysis International","topic":"Antimicrobial Resistance in Staphylococcus","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"Jones Family Foundation","keywords":"Medicine; Vancomycin; Peritoneal dialysis; Peritonitis; Confidence interval; Renal function; Odds ratio; Internal medicine; Creatinine; Dialysis; Surgery; Retrospective cohort study; Urology; Gastroenterology","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006628689,0.0003481651,0.0009514094,0.0008455061,0.0002316617,0.00004595319,0.0006053137,0.0001472955,0.005559545],"category_scores_gemma":[0.0005472297,0.0003935089,0.0005978058,0.00115188,0.0002685692,0.0001985548,0.0004347035,0.0006893699,0.00001725828],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001188329,"about_ca_system_score_gemma":0.0003839631,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007245904,"about_ca_topic_score_gemma":0.0007625308,"domain_scores_codex":[0.995844,0.000292162,0.001150984,0.0006547961,0.001524916,0.0005331571],"domain_scores_gemma":[0.9983247,0.0002157481,0.0004491475,0.0004566448,0.0003786098,0.0001751375],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006652665,0.001696211,0.9415604,0.00006267112,0.001247221,0.0003122817,0.003188933,0.001328796,0.0441018,0.0003084889,0.001568231,0.003959664],"study_design_scores_gemma":[0.003432439,0.0003260343,0.9706018,0.0001093222,0.0003266161,0.00005177604,0.001520771,0.002688072,0.008326028,0.00009052389,0.01204653,0.0004801126],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.988677,0.0001582723,0.00005621631,0.00134169,0.001680609,0.0004262934,0.002130157,0.00008446509,0.005445356],"genre_scores_gemma":[0.9961282,0.00005979314,0.000441744,0.0002900588,0.0004438284,0.0001869606,0.0004484508,0.00006459394,0.001936379],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03577577,"threshold_uncertainty_score":0.9998517,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01578911909186921,"score_gpt":0.2780443159004966,"score_spread":0.2622551968086274,"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."}}